0%

Accepted Papers List

置顶 | 发表于 2019-11-01 更新于 2020-07-03 分类于论文列表 105 1 分钟

AAAI Accepted Papers ACL CVPR EMNLP ICLR ICML IJCAI NAACL NIPS

2020

2019

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2021-01-06

发表于 2021-01-06 分类于 arxiv ， CV 67k 1:52

目录

1. Local Memory Attention for Fast Video Semantic Segmentation [PDF] 摘要

2. Learning from Synthetic Shadows for Shadow Detection and Removal [PDF] 摘要

3. Learning Accurate Dense Correspondences and When to Trust Them [PDF] 摘要

4. Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation Benchmark [PDF] 摘要

5. Spatial Attention Improves Iterative 6D Object Pose Estimation [PDF] 摘要

6. Novel View Synthesis via Depth-guided Skip Connections [PDF] 摘要

7. Look Twice: A Computational Model of Return Fixations across Tasks and Species [PDF] 摘要

8. STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering [PDF] 摘要

9. Bilateral Grid Learning for Stereo Matching Network [PDF] 摘要

10. Learning the Predictability of the Future [PDF] 摘要

11. Noise Sensitivity-Based Energy Efficient and Robust Adversary Detection in Neural Networks [PDF] 摘要

12. Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation [PDF] 摘要

13. Local Propagation for Few-Shot Learning [PDF] 摘要

14. Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background [PDF] 摘要

15. PointCutMix: Regularization Strategy for Point Cloud Classification [PDF] 摘要

16. WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection [PDF] 摘要

17. Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors [PDF] 摘要

18. CycleGAN for Interpretable Online EMT Compensation [PDF] 摘要

19. Support Vector Machine and YOLO for a Mobile Food Grading System [PDF] 摘要

20. Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation [PDF] 摘要

21. VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios [PDF] 摘要

22. Understanding the Ability of Deep Neural Networks to Count Connected Components in Images [PDF] 摘要

23. An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic [PDF] 摘要

24. Similarity Reasoning and Filtration for Image-Text Matching [PDF] 摘要

25. High Precision Medicine Bottles Vision Online Inspection System and Classification Based on Multi-Features and Ensemble Learning via Independence Test [PDF] 摘要

26. Self-supervised Visual-LiDAR Odometry with Flip Consistency [PDF] 摘要

27. Research on Fast Text Recognition Method for Financial Ticket Image [PDF] 摘要

28. CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence [PDF] 摘要

29. SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection [PDF] 摘要

30. Learn by Guessing: Multi-Step Pseudo-Label Refinement for Person Re-Identification [PDF] 摘要

31. Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures [PDF] 摘要

32. Monocular Depth Estimation for Soft Visuotactile Sensors [PDF] 摘要

33. Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network [PDF] 摘要

34. Contextual colorization and denoising for low-light ultra high resolution sequences [PDF] 摘要

35. Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction [PDF] 摘要

36. Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture [PDF] 摘要

37. On the Control of Attentional Processes in Vision [PDF] 摘要

38. End-to-End Video Question-Answer Generation with Generator-Pretester Network [PDF] 摘要

39. CLOI: An Automated Benchmark Framework For Generating Geometric Digital Twins Of Industrial Facilities [PDF] 摘要

40. Reconstructing Patchy Reionization with Deep Learning [PDF] 摘要

41. Advances in Electron Microscopy with Deep Learning [PDF] 摘要

阅读全文 »

【arxiv论文】 Computation and Language 2021-01-06

发表于 2021-01-06 分类于 arxiv ， CL 20k 33 分钟

目录

1. Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing [PDF] 摘要

2. On the interaction of automatic evaluation and task framing in headline style transfer [PDF] 摘要

3. Local Translation Services for Neglected Languages [PDF] 摘要

4. PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing [PDF] 摘要

5. Political Depolarization of News Articles Using Attribute-aware Word Embeddings [PDF] 摘要

6. Reinforcement Learning based Collective Entity Alignment with Adaptive Features [PDF] 摘要

7. Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping [PDF] 摘要

8. Evaluating Empathetic Chatbots in Customer Service Settings [PDF] 摘要

9. I-BERT: Integer-only BERT Quantization [PDF] 摘要

10. Reddit Entity Linking Dataset [PDF] 摘要

11. Transformers and Transfer Learning for Improving Portuguese Semantic Role Labeling [PDF] 摘要

12. End-to-End Video Question-Answer Generation with Generator-Pretester Network [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2021-01-05

发表于 2021-01-05 更新于 2021-01-06 分类于 arxiv ， CV 153k 4:14

目录

1. Transformers in Vision: A Survey [PDF] 摘要

2. Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking [PDF] 摘要

3. High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest [PDF] 摘要

4. Stereo Correspondence and Reconstruction of Endoscopic Data Challenge [PDF] 摘要

5. Analysis of Filter Size Effect In Deep Learning [PDF] 摘要

6. Transformer for Image Quality Assessment [PDF] 摘要

7. Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks [PDF] 摘要

8. Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming [PDF] 摘要

9. Scene Text Detection for Augmented Reality -- Character Bigram Approach to reduce False Positive Rate [PDF] 摘要

10. VIS30K: A Collection of Figures and Tables from {IEEE} Visualization Conference Publications [PDF] 摘要

11. HyperMorph: Amortized Hyperparameter Learning for Image Registration [PDF] 摘要

12. Local Black-box Adversarial Attacks: A Query Efficient Approach [PDF] 摘要

13. Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation [PDF] 摘要

14. Fooling Object Detectors: Adversarial Attacks by Half-Neighbor Masks [PDF] 摘要

15. Classification and Segmentation of Pulmonary Lesions in CT images using a combined VGG-XGBoost method, and an integrated Fuzzy Clustering-Level Set technique [PDF] 摘要

16. Weakly-Supervised Saliency Detection via Salient Object Subitizing [PDF] 摘要

17. Global2Local: Efficient Structure Search for Video Action Segmentation [PDF] 摘要

18. Identifying centres of interest in paintings using alignment and edge detection: Case studies on works by Luc Tuymans [PDF] 摘要

19. Low Light Image Enhancement via Global and Local Context Modeling [PDF] 摘要

20. Temporal Contrastive Graph for Self-supervised Video Representation Learning [PDF] 摘要

21. Shed Various Lights on a Low-Light Image: Multi-Level Enhancement Guided by Arbitrary References [PDF] 摘要

22. A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning [PDF] 摘要

23. WearMask: Fast In-browser Face Mask Detection with Serverless Edge Computing for COVID-19 [PDF] 摘要

24. Automatic Defect Detection of Print Fabric Using Convolutional Neural Network [PDF] 摘要

25. An Evolution of CNN Object Classifiers on Low-Resolution Images [PDF] 摘要

26. Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks [PDF] 摘要

27. Weakly Supervised Multi-Object Tracking and Segmentation [PDF] 摘要

28. Depth as Attention for Face Representation Learning [PDF] 摘要

29. News Image Steganography: A Novel Architecture Facilitates the Fake News Identification [PDF] 摘要

30. Privacy-sensitive Objects Pixelation for Live Video Streaming [PDF] 摘要

31. A Switched View of Retinex: Deep Self-Regularized Low-Light Image Enhancement [PDF] 摘要

32. Consensus-Guided Correspondence Denoising [PDF] 摘要

33. Style Normalization and Restitution for DomainGeneralization and Adaptation [PDF] 摘要

34. Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier [PDF] 摘要

35. Six-channel Image Representation for Cross-domain Object Detection [PDF] 摘要

36. A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization [PDF] 摘要

37. VinVL: Making Visual Representations Matter in Vision-Language Models [PDF] 摘要

38. One-shot Representational Learning for Joint Biometric and Device Authentication [PDF] 摘要

39. Privacy Preserving Domain Adaptation for Semantic Segmentation of Medical Images [PDF] 摘要

40. Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks [PDF] 摘要

41. Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models [PDF] 摘要

42. Refining activation downsampling with SoftPool [PDF] 摘要

43. On the confidence of stereo matching in a deep-learning era: a quantitative evaluation [PDF] 摘要

44. Image-based Textile Decoding [PDF] 摘要

45. Video Captioning in Compressed Video [PDF] 摘要

46. Multi-Image Steganography Using Deep Neural Networks [PDF] 摘要

47. An Artificial Intelligence System for Combined Fruit Detection and Georeferencing, Using RTK-Based Perspective Projection in Drone Imagery [PDF] 摘要

48. Biologically Inspired Hexagonal Deep Learning for Hexagonal Image Generation [PDF] 摘要

49. Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis [PDF] 摘要

50. Identity-aware Facial Expression Recognition in Compressed Video [PDF] 摘要

51. Energy-constrained Self-training for Unsupervised Domain Adaptation [PDF] 摘要

52. Iranis: A Large-scale Dataset of Farsi License Plate Characters [PDF] 摘要

53. VisualSparta: Sparse Transformer Fragment-level Matching for Large-scale Text-to-Image Search [PDF] 摘要

54. Adaptive Deconvolution-based stereo matching Net for Local Stereo Matching [PDF] 摘要

55. Brain Tumor Detection and Classification based on Hybrid Ensemble Classifier [PDF] 摘要

56. Improved Neural Network based Plant Diseases Identification [PDF] 摘要

57. A Hybrid MLP-SVM Model for Classification using Spatial-Spectral Features on Hyper-Spectral Images [PDF] 摘要

58. More than just an auxiliary loss: Anti-spoofing Backbone Training via Adversarial Pseudo-depth Generation [PDF] 摘要

59. CIZSL++: Creativity Inspired Generative Zero-Shot Learning [PDF] 摘要

60. Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More [PDF] 摘要

61. A Multi-modal Deep Learning Model for Video Thumbnail Selection [PDF] 摘要

62. FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter [PDF] 摘要

63. How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? [PDF] 摘要

64. Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines [PDF] 摘要

65. Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach [PDF] 摘要

66. Single-shot fringe projection profilometry based on Deep Learning and Computer Graphics [PDF] 摘要

67. Minimizing L1 over L2 norms on the gradient [PDF] 摘要

68. DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions [PDF] 摘要

69. Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey [PDF] 摘要

70. Generalized Latency Performance Estimation for Once-For-All Neural Architecture Search [PDF] 摘要

71. CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans [PDF] 摘要

72. Phase Transitions in Recovery of Structured Signals from Corrupted Measurements [PDF] 摘要

73. RegNet: Self-Regulated Network for Image Classification [PDF] 摘要

74. Towards Annotation-free Instance Segmentation and Tracking with Adversarial Simulations [PDF] 摘要

75. RV-GAN : Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks [PDF] 摘要

76. Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation [PDF] 摘要

77. Combining unsupervised and supervised learning for predicting the final stroke lesion [PDF] 摘要

78. Semantics for Robotic Mapping, Perception and Interaction: A Survey [PDF] 摘要

79. CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images [PDF] 摘要

80. Non-line-of-Sight Imaging via Neural Transient Fields [PDF] 摘要

81. Quaternion higher-order singular value decomposition and its applications in color image processing [PDF] 摘要

82. Neural Architecture Search via Combinatorial Multi-Armed Bandit [PDF] 摘要

83. Interval Type-2 Enhanced Possibilistic Fuzzy C-Means Clustering for Gene Expression Data Analysis [PDF] 摘要

84. The Bayesian Method of Tensor Networks [PDF] 摘要

85. Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? [PDF] 摘要

86. B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning [PDF] 摘要

87. Multi-Grid Back-Projection Networks [PDF] 摘要

88. Explainability Matters: Backdoor Attacks on Medical Imaging [PDF] 摘要

89. Binary Graph Neural Networks [PDF] 摘要

阅读全文 »

【arxiv论文】 Computation and Language 2021-01-05

发表于 2021-01-05 更新于 2021-01-06 分类于 arxiv ， CL 102k 2:51

目录

1. Advanced Machine Learning Techniques for Fake News (Online Disinformation) Detection: A Systematic Mapping Study [PDF] 摘要

2. CRSLab: An Open-Source Toolkit for Building Conversational Recommender System [PDF] 摘要

3. How to Train Your Agent to Read and Write [PDF] 摘要

4. Transformer-based Conditional Variational Autoencoder for Controllable Story Generation [PDF] 摘要

5. Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events [PDF] 摘要

6. A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis [PDF] 摘要

7. Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation [PDF] 摘要

8. Are Eliminated Spans Useless for Coreference Resolution? Not at all [PDF] 摘要

9. Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs [PDF] 摘要

10. An Efficient Transformer Decoder with Compressed Sub-layers [PDF] 摘要

11. Attentive Tree-structured Network for Monotonicity Reasoning [PDF] 摘要

12. Few-Shot Question Answering by Pretraining Span Selection [PDF] 摘要

13. Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval [PDF] 摘要

14. Coreference Resolution without Span Representations [PDF] 摘要

15. Dimensions of Transparency in NLP Applications [PDF] 摘要

16. Assessing Emoji Use in Modern Text Processing Tools [PDF] 摘要

17. Decoding Time Lexical Domain Adaptationfor Neural Machine Translation [PDF] 摘要

18. Zero-shot Learning by Generating Task-specific Adapters [PDF] 摘要

19. KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation [PDF] 摘要

20. Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting [PDF] 摘要

21. Substructure Substitution: Structured Data Augmentation for NLP [PDF] 摘要

22. End-to-End Training of Neural Retrievers for Open-Domain Question Answering [PDF] 摘要

23. Cross-Document Language Modeling [PDF] 摘要

24. Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology [PDF] 摘要

25. Lex-BERT: Enhancing BERT based NER with lexicons [PDF] 摘要

26. End-to-end Semantic Role Labeling with Neural Transition-based Model [PDF] 摘要

27. Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering [PDF] 摘要

28. VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation [PDF] 摘要

29. Multitask Learning for Class-Imbalanced Discourse Classification [PDF] 摘要

30. A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition [PDF] 摘要

31. What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure [PDF] 摘要

32. The Truth is Out There: Investigating Conspiracy Theories in Text Generation [PDF] 摘要

33. RiddleSense: Answering Riddle Questions as Commonsense Reasoning [PDF] 摘要

34. On-the-Fly Attention Modularization for Neural Generation [PDF] 摘要

35. Modeling Fine-Grained Entity Types with Box Embeddings [PDF] 摘要

36. Understanding Few-Shot Commonsense Knowledge Models [PDF] 摘要

37. Reader-Guided Passage Reranking for Open-Domain Question Answering [PDF] 摘要

38. Polyjuice: Automated, General-purpose Counterfactual Generation [PDF] 摘要

39. Semantic Parsing with Less Prior and More Monolingual Data [PDF] 摘要

40. Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers [PDF] 摘要

41. BanglaBERT: Combating Embedding Barrier for Low-Resource Language Understanding [PDF] 摘要

42. On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification [PDF] 摘要

43. Prefix-Tuning: Optimizing Continuous Prompts for Generation [PDF] 摘要

44. Transformer based Automatic COVID-19 Fake News Detection System [PDF] 摘要

45. UnitedQA: A Hybrid Approach for Open Domain Question Answering [PDF] 摘要

46. Unifying Discourse Resources with Dependency Framework [PDF] 摘要

47. How Do Your Biomedical Named Entity Models Generalize to Novel Entities? [PDF] 摘要

48. DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge [PDF] 摘要

49. A Graph Total Variation Regularized Softmax for Text Generation [PDF] 摘要

50. Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment [PDF] 摘要

51. De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers [PDF] 摘要

52. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned [PDF] 摘要

53. Sensei: Self-Supervised Sensor Name Segmentation [PDF] 摘要

54. MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies [PDF] 摘要

55. Intent Classification and Slot Filling for Privacy Policies [PDF] 摘要

56. WARP: Word-level Adversarial ReProgramming [PDF] 摘要

57. Multi-task Retrieval for Knowledge-Intensive Tasks [PDF] 摘要

58. Controlled Analyses of Social Biases in Wikipedia Bios [PDF] 摘要

59. EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets [PDF] 摘要

60. Towards Modelling Coherence in Spoken Discourse [PDF] 摘要

61. KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records [PDF] 摘要

62. The Pile: An 800GB Dataset of Diverse Text for Language Modeling [PDF] 摘要

63. Unnatural Language Inference [PDF] 摘要

64. Improving reference mining in patents with BERT [PDF] 摘要

65. Learning Neural Networks on SVD Boosted Latent Spaces for Semantic Classification [PDF] 摘要

66. VinVL: Making Visual Representations Matter in Vision-Language Models [PDF] 摘要

67. VisualSparta: Sparse Transformer Fragment-level Matching for Large-scale Text-to-Image Search [PDF] 摘要

68. CIZSL++: Creativity Inspired Generative Zero-Shot Learning [PDF] 摘要

69. DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2021-01-01

发表于 2021-01-01 分类于 arxiv ， CV 166k 4:36

目录

1. Real-time Webcam Heart-Rate and Variability Estimation with Clean Ground Truth for Evaluation [PDF] 摘要

2. Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers [PDF] 摘要

3. Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans [PDF] 摘要

4. A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery [PDF] 摘要

5. iGOS++: Integrated Gradient Optimized Saliency by Bilateral Perturbations [PDF] 摘要

6. Illumination Estimation Challenge: experience of past two years [PDF] 摘要

7. SelectScale: Mining More Patterns from Images via Selective and Soft Dropout [PDF] 摘要

8. Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection [PDF] 摘要

9. NeuralMagicEye: Learning to See and Understand the Scene Behind an Autostereogram [PDF] 摘要

10. CNN-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory Signal [PDF] 摘要

11. Unsupervised Monocular Depth Reconstruction of Non-Rigid Scenes [PDF] 摘要

12. CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds [PDF] 摘要

13. A Deep Retinal Image Quality Assessment Network with Salient Structure Priors [PDF] 摘要

14. Patch-wise++ Perturbation for Adversarial Targeted Attacks [PDF] 摘要

15. Incremental Embedding Learning via Zero-Shot Translation [PDF] 摘要

16. Audio-Visual Floorplan Reconstruction [PDF] 摘要

17. Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks [PDF] 摘要

18. TransTrack: Multiple-Object Tracking with Transformer [PDF] 摘要

19. SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation [PDF] 摘要

20. SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring [PDF] 摘要

21. Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions [PDF] 摘要

22. 3D Human motion anticipation and classification [PDF] 摘要

23. Provident Vehicle Detection at Night: The PVDN Dataset [PDF] 摘要

24. OSTeC: One-Shot Texture Completion [PDF] 摘要

25. Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays [PDF] 摘要

26. Active Annotation of Informative Overlapping Frames in Video Mosaicking Applications [PDF] 摘要

27. Temporally-Transferable Perturbations: Efficient, One-Shot Adversarial Attacks for Online Visual Object Trackers [PDF] 摘要

28. Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation [PDF] 摘要

29. MM-FSOD: Meta and metric integrated few-shot object detection [PDF] 摘要

30. DUT-LFSaliency: Versatile Dataset and Light Field-to-RGB Saliency Detection [PDF] 摘要

31. RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous Driving [PDF] 摘要

32. Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning [PDF] 摘要

33. SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability [PDF] 摘要

34. Damaged Fingerprint Recognition by Convolutional Long Short-Term Memory Networks for Forensic Purposes [PDF] 摘要

35. NBNet: Noise Basis Learning for Image Denoising with Subspace Projection [PDF] 摘要

36. Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network [PDF] 摘要

37. 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition [PDF] 摘要

38. SALA: Soft Assignment Local Aggregation for 3D Semantic Segmentation [PDF] 摘要

39. Detecting Hate Speech in Multi-modal Memes [PDF] 摘要

40. Learning a Dynamic Map of Visual Appearance [PDF] 摘要

41. Object sorting using faster R-CNN [PDF] 摘要

42. Visual-Thermal Camera Dataset Release and Multi-Modal Alignment without Calibration Information [PDF] 摘要

43. Graph-based non-linear least squares optimization for visual place recognition in changing environments [PDF] 摘要

44. Deep Hashing for Secure Multimodal Biometrics [PDF] 摘要

45. Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory [PDF] 摘要

46. Advances in deep learning methods for pavement surface crack detection and identification with visible light visual images [PDF] 摘要

47. Image-to-Image Retrieval by Learning Similarity between Scene Graphs [PDF] 摘要

48. COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography [PDF] 摘要

49. Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy [PDF] 摘要

50. Tips and Tricks for Webly-Supervised Fine-Grained Recognition: Learning from the WebFG 2020 Challenge [PDF] 摘要

51. TrustMAE: A Noise-Resilient Defect Classification Framework using Memory-Augmented Auto-Encoders with Trust Regions [PDF] 摘要

52. The VIP Gallery for Video Processing Education [PDF] 摘要

53. MS-GWNN:multi-scale graph wavelet neural network for breast cancer diagnosis [PDF] 摘要

54. FPCC-Net: Fast Point Cloud Clustering for Instance Segmentation [PDF] 摘要

55. Hierarchical Representation via Message Propagation for Robust Model Fitting [PDF] 摘要

56. AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition [PDF] 摘要

57. MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification [PDF] 摘要

58. Visual Probing and Correction of Object Recognition Models with Interactive user feedback [PDF] 摘要

59. Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning [PDF] 摘要

60. Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks [PDF] 摘要

61. Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data [PDF] 摘要

62. EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs [PDF] 摘要

63. Language-Mediated, Object-Centric Representation Learning [PDF] 摘要

64. Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study [PDF] 摘要

65. Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? [PDF] 摘要

66. Investigating Memorability of Dynamic Media [PDF] 摘要

67. Leveraging Audio Gestalt to Predict Media Memorability [PDF] 摘要

68. Searching a Raw Video Database using Natural Language Queries [PDF] 摘要

69. Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation [PDF] 摘要

70. Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos [PDF] 摘要

71. Text-Free Image-to-Speech Synthesis Using Learned Segmental Units [PDF] 摘要

72. Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray [PDF] 摘要

73. New Bag of Deep Visual Words based features to classify chest x-ray images for COVID-19 diagnosis [PDF] 摘要

74. FREA-Unet: Frequency-aware U-net for Modality Transfer [PDF] 摘要

75. Model-Based Visual Planning with Self-Supervised Functional Distances [PDF] 摘要

76. H2NF-Net for Brain Tumor Segmentation using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task [PDF] 摘要

77. MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures [PDF] 摘要

78. Some Algorithms on Exact, Approximate and Error-Tolerant Graph Matching [PDF] 摘要

79. Automatic Polyp Segmentation using U-Net-ResNet50 [PDF] 摘要

80. DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation [PDF] 摘要

81. Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation [PDF] 摘要

82. Exploring Large Context for Cerebral Aneurysm Segmentation [PDF] 摘要

83. Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging [PDF] 摘要

84. Accurate Word Representations with Universal Visual Guidance [PDF] 摘要

85. Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network [PDF] 摘要

86. A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System [PDF] 摘要

87. DeepSphere: a graph-based spherical CNN [PDF] 摘要

88. Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer [PDF] 摘要

89. Parzen Window Approximation on Riemannian Manifold [PDF] 摘要

90. AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection [PDF] 摘要

91. Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning [PDF] 摘要

92. Ensembled ResUnet for Anatomical Brain Barriers Segmentation [PDF] 摘要

93. Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis [PDF] 摘要

94. Cascaded Framework for Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI [PDF] 摘要

95. Comparison of different CNNs for breast tumor classification from ultrasound images [PDF] 摘要

96. SASSI -- Super-Pixelated Adaptive Spatio-Spectral Imaging [PDF] 摘要

97. Classification of Pathological and Normal Gait: A Survey [PDF] 摘要

98. Evaluation and Comparison of Edge-Preserving Filters [PDF] 摘要

阅读全文 »

【arxiv论文】 Computation and Language 2021-01-01

发表于 2021-01-01 分类于 arxiv ， CL 159k 4:25

目录

1. Intrinsic Bias Metrics Do Not Correlate with Application Bias [PDF] 摘要

2. Studying Strategically: Learning to Mask for Closed-book QA [PDF] 摘要

3. Using Natural Language Relations between Answer Choices for Machine Comprehension [PDF] 摘要

4. Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade [PDF] 摘要

5. Shortformer: Better Language Modeling using Shorter Inputs [PDF] 摘要

6. MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers [PDF] 摘要

7. UCCA's Foundational Layer: Annotation Guidelines v2.1 [PDF] 摘要

8. Promoting Graph Awareness in Linearized Graph-to-Text Generation [PDF] 摘要

9. Factual Error Correction of Claims [PDF] 摘要

10. Conditional Generation of Temporally-ordered Event Sequences [PDF] 摘要

11. Understanding Politics via Contextualized Discourse Processing [PDF] 摘要

12. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection [PDF] 摘要

13. Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences [PDF] 摘要

14. Making Pre-trained Language Models Better Few-shot Learners [PDF] 摘要

15. FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation [PDF] 摘要

16. Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring [PDF] 摘要

17. Revisiting Robust Neural Machine Translation: A Transformer Case Study [PDF] 摘要

18. BinaryBERT: Pushing the Limit of BERT Quantization [PDF] 摘要

19. Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning [PDF] 摘要

20. ERNIE-DOC: The Retrospective Long-Document Modeling Transformer [PDF] 摘要

21. A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines [PDF] 摘要

22. ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora [PDF] 摘要

23. VOLT: Improving Vocabularization via Optimal Transport for Machine Translation [PDF] 摘要

24. CoCoLM: COmplex COmmonsense Enhanced Language Model [PDF] 摘要

25. TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis [PDF] 摘要

26. Open Korean Corpora: A Practical Report [PDF] 摘要

27. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models [PDF] 摘要

28. HateCheck: Functional Tests for Hate Speech Detection Models [PDF] 摘要

29. Coreference Reasoning in Machine Reading Comprehension [PDF] 摘要

30. UNKs Everywhere: Adapting Multilingual Language Models to New Scripts [PDF] 摘要

31. XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders [PDF] 摘要

32. HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions [PDF] 摘要

33. BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining [PDF] 摘要

34. Linear-Time WordPiece Tokenization [PDF] 摘要

35. AraGPT2: Pre-Trained Transformer for Arabic Language Generation [PDF] 摘要

36. AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding [PDF] 摘要

37. Neural Machine Translation: A Review of Methods, Resources, and Tools [PDF] 摘要

38. Continual Learning in Task-Oriented Dialogue Systems [PDF] 摘要

39. Towards Zero-Shot Knowledge Distillation for Natural Language Processing [PDF] 摘要

40. Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings [PDF] 摘要

41. FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation [PDF] 摘要

42. CLEAR: Contrastive Learning for Sentence Representation [PDF] 摘要

43. Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation [PDF] 摘要

44. Text-Free Image-to-Speech Synthesis Using Learned Segmental Units [PDF] 摘要

45. The jsRealB Text Realizer: Organization and Use Cases [PDF] 摘要

46. Verb Knowledge Injection for Multilingual Event Processing [PDF] 摘要

47. An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain [PDF] 摘要

48. Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation [PDF] 摘要

49. UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning [PDF] 摘要

50. Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration [PDF] 摘要

51. Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing [PDF] 摘要

52. Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings [PDF] 摘要

53. DynaSent: A Dynamic Benchmark for Sentiment Analysis [PDF] 摘要

54. kōan: A Corrected CBOW Implementation [PDF] 摘要

55. Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem [PDF] 摘要

56. DEER: A Data Efficient Language Model for Event Temporal Reasoning [PDF] 摘要

57. Predicting cross-linguistic adjective order with information gain [PDF] 摘要

58. Robustness Testing of Language Understanding in Dialog Systems [PDF] 摘要

59. Unsupervised Label-aware Event Trigger and Argument Classification [PDF] 摘要

60. Can Sequence-to-Sequence Models Crack Substitution Ciphers? [PDF] 摘要

61. Introducing Orthogonal Constraint in Structural Probes [PDF] 摘要

62. SemGloVe: Semantic Co-occurrences for GloVe from BERT [PDF] 摘要

63. Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks? [PDF] 摘要

64. Synthetic Source Language Augmentation for Colloquial Neural Machine Translation [PDF] 摘要

65. A Memory Efficient Baseline for Open Domain Question Answering [PDF] 摘要

66. Improving BERT with Syntax-aware Local Attention [PDF] 摘要

67. Improving Zero-Shot Translation by Disentangling Positional Information [PDF] 摘要

68. Joint Verification and Reranking for Open Fact Checking Over Tables [PDF] 摘要

69. Accurate Word Representations with Universal Visual Guidance [PDF] 摘要

70. A Subword Guided Neural Word Segmentation Model for Sindhi [PDF] 摘要

71. Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA [PDF] 摘要

72. Enhancing Pre-trained Language Model with Lexical Simplification [PDF] 摘要

73. Reservoir Transformer [PDF] 摘要

74. Language Identification of Devanagari Poems [PDF] 摘要

75. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning [PDF] 摘要

76. OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts [PDF] 摘要

77. Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness [PDF] 摘要

78. Few-Shot Named Entity Recognition: A Comprehensive Study [PDF] 摘要

79. Generating Natural Language Attacks in a Hard Label Black Box Setting [PDF] 摘要

80. Generating Wikipedia Article Sections from Diverse Data Sources [PDF] 摘要

81. Transformer Feed-Forward Layers Are Key-Value Memories [PDF] 摘要

82. The Parallel Meaning Bank: A Framework for Semantically Annotating Multiple Languages [PDF] 摘要

83. DRS at MRP 2020: Dressing up Discourse Representation Structures as Graphs [PDF] 摘要

84. Dialogue Graph Modeling for Conversational Machine Reading [PDF] 摘要

85. A Hierarchical Transformer with Speaker Modeling for Emotion Recognition in Conversation [PDF] 摘要

86. Combining Semilattices and Semimodules [PDF] 摘要

87. Abstractive Query Focused Summarization with Query-Free Resources [PDF] 摘要

88. Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces [PDF] 摘要

89. Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning [PDF] 摘要

90. CMV-BERT: Contrastive multi-vocab pretraining of BERT [PDF] 摘要

91. Dialogue Response Selection with Hierarchical Curriculum Learning [PDF] 摘要

92. LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding [PDF] 摘要

93. SIT3: Code Summarization with Structure-Induced Transformer [PDF] 摘要

94. Accelerating Pre-trained Language Models via Calibrated Cascade [PDF] 摘要

95. Faster Re-translation Using Non-Autoregressive Model For Simultaneous Neural Machine Translation [PDF] 摘要

96. RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems [PDF] 摘要

97. A Theoretical Analysis of the Repetition Problem in Text Generation [PDF] 摘要

98. Can You be More Social? Injecting Politeness and Positivity into Task-Oriented Conversational Agents [PDF] 摘要

99. Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines [PDF] 摘要

100. Multiple Structural Priors Guided Self Attention Network for Language Understanding [PDF] 摘要

101. Unified Open-Domain Question Answering with Structured and Unstructured Knowledge [PDF] 摘要

102. Is human scoring the best criteria for summary evaluation? [PDF] 摘要

103. Understanding and Improving Lexical Choice in Non-Autoregressive Translation [PDF] 摘要

104. YASO: A New Benchmark for Targeted Sentiment Analysis [PDF] 摘要

105. Robust Dialogue Utterance Rewriting as Sequence Tagging [PDF] 摘要

106. A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification [PDF] 摘要

107. Language-Mediated, Object-Centric Representation Learning [PDF] 摘要

108. FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging [PDF] 摘要

109. EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting [PDF] 摘要

110. Discovering Dialog Structure Graph for Open-Domain Dialog Generation [PDF] 摘要

111. Unified Mandarin TTS Front-end Based on Distilled BERT Model [PDF] 摘要

112. Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2020-12-29

发表于 2020-12-29 分类于 arxiv ， CV 160k 4:27

目录

1. Deep Neural Models for color discrimination and color constancy [PDF] 摘要

2. Enhanced Regularizers for Attributional Robustness [PDF] 摘要

3. Tensor Representations for Action Recognition [PDF] 摘要

4. Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention [PDF] 摘要

5. Data-efficient Weakly-supervised Learning for On-line Object Detection under Domain Shift in Robotics [PDF] 摘要

6. GAKP: GRU Association and Kalman Prediction for Multiple Object Tracking [PDF] 摘要

7. Adaptive Threshold for Better Performance of the Recognition and Re-identification Models [PDF] 摘要

8. Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset [PDF] 摘要

9. Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation [PDF] 摘要

10. Instance Segmentation of Industrial Point Cloud Data [PDF] 摘要

11. DeepSurfels: Learning Online Appearance Fusion [PDF] 摘要

12. Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration [PDF] 摘要

13. TransPose: Towards Explainable Human Pose Estimation by Transformer [PDF] 摘要

14. Action Recognition with Kernel-based Graph Convolutional Networks [PDF] 摘要

15. A cortical-inspired sub-Riemannian model for Poggendorff-type visual illusions [PDF] 摘要

16. Deep Visual Domain Adaptation [PDF] 摘要

17. Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques [PDF] 摘要

18. Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks [PDF] 摘要

19. Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates [PDF] 摘要

20. Joint Intensity-Gradient Guided Generative Modeling for Colorization [PDF] 摘要

21. Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation [PDF] 摘要

22. Towards A Category-extended Object Detector without Relabeling or Conflicts [PDF] 摘要

23. Human Expression Recognition using Facial Shape Based Fourier Descriptors Fusion [PDF] 摘要

24. From Point to Space: 3D Moving Human Pose Estimation Using Commodity WiFi [PDF] 摘要

25. Adversarial Multi-scale Feature Learning for Person Re-identification [PDF] 摘要

26. Person Re-identification with Adversarial Triplet Embedding [PDF] 摘要

27. Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset [PDF] 摘要

28. Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification [PDF] 摘要

29. Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition [PDF] 摘要

30. Lidar and Camera Self-Calibration using CostVolume Network [PDF] 摘要

31. ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification [PDF] 摘要

32. SparsePipe: Parallel Deep Learning for 3D Point Clouds [PDF] 摘要

33. Spatial Contrastive Learning for Few-Shot Classification [PDF] 摘要

34. Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition [PDF] 摘要

35. Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device [PDF] 摘要

36. An Affine moment invariant for multi-component shapes [PDF] 摘要

37. Balance-Oriented Focal Loss with Linear Scheduling for Anchor Free Object Detection [PDF] 摘要

38. Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks [PDF] 摘要

39. Probabilistic 3D Multi-Modal, Multi-Object Tracking for Autonomous Driving [PDF] 摘要

40. Few Shot Learning With No Labels [PDF] 摘要

41. Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies [PDF] 摘要

42. Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain [PDF] 摘要

43. Assigning Apples to Individual Trees in Dense Orchards using 3D Color Point Clouds [PDF] 摘要

44. Learning Inter- and Intra-frame Representations for Non-Lambertian Photometric Stereo [PDF] 摘要

45. Hybrid and Non-Uniform quantization methods using retro synthesis data for efficient inference [PDF] 摘要

46. 2-D Respiration Navigation Framework for 3-D Continuous Cardiac Magnetic Resonance Imaging [PDF] 摘要

47. TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation [PDF] 摘要

48. Sparse Adversarial Attack to Object Detection [PDF] 摘要

49. One-Shot Object Localization Using Learnt Visual Cues via Siamese Networks [PDF] 摘要

50. Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification [PDF] 摘要

51. PaXNet: Dental Caries Detection in Panoramic X-ray using Ensemble Transfer Learning and Capsule Classifier [PDF] 摘要

52. Coarse to Fine: Multi-label Image Classification with Global/Local Attention [PDF] 摘要

53. Detecting Road Obstacles by Erasing Them [PDF] 摘要

54. A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning [PDF] 摘要

55. Inception Convolution with Efficient Dilation Search [PDF] 摘要

56. Camouflaged Object Detection and Tracking: A Survey [PDF] 摘要

57. Revisiting Edge Detection in Convolutional Neural Networks [PDF] 摘要

58. Implicit Feature Pyramid Network for Object Detection [PDF] 摘要

59. Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis [PDF] 摘要

60. A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images [PDF] 摘要

61. 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification [PDF] 摘要

62. Self-supervised Pre-training with Hard Examples Improves Visual Representations [PDF] 摘要

63. GraNet: Global Relation-aware Attentional Network for ALS Point Cloud Classification [PDF] 摘要

64. Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and Homography [PDF] 摘要

65. Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics [PDF] 摘要

66. TSEQPREDICTOR: Spatiotemporal Extreme Earthquakes Forecasting for Southern California [PDF] 摘要

67. A method to integrate and classify normals [PDF] 摘要

68. Online Photometric Calibration of Automatic Gain Thermal Infrared Cameras [PDF] 摘要

69. Learning by Ignoring [PDF] 摘要

70. Latent Compass: Creation by Navigation [PDF] 摘要

71. Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units [PDF] 摘要

72. Combining CNN and Hybrid Active Contours for Head and Neck Tumor Segmentation in CT and PET images [PDF] 摘要

73. Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19 [PDF] 摘要

74. Data augmentation and image understanding [PDF] 摘要

75. A Google Earth Engine-enabled Python approach to improve identification of anthropogenic palaeo-landscape features [PDF] 摘要

76. Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN [PDF] 摘要

77. Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning [PDF] 摘要

78. Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI [PDF] 摘要

79. 3D Axial-Attention for Lung Nodule Classification [PDF] 摘要

80. Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications [PDF] 摘要

81. Model Optimization for Deep Space Exploration via Simulators and Deep Learning [PDF] 摘要

82. Generative Partial Visual-Tactile Fused Object Clustering [PDF] 摘要

83. Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) [PDF] 摘要

84. Generalized Categorisation of Digital Pathology Whole Image Slides using Unsupervised Learning [PDF] 摘要

85. Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment [PDF] 摘要

86. WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets for hyperspectral image classification [PDF] 摘要

87. Structure-Aware Layer Decomposition Learning Based on Gaussian Convolution Model for Inverse Halftoning [PDF] 摘要

88. Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation [PDF] 摘要

89. Improving the Generalization of End-to-End Driving through Procedural Generation [PDF] 摘要

90. Multidimensional Uncertainty-Aware Evidential Neural Networks [PDF] 摘要

91. Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds [PDF] 摘要

92. Taxonomy of multimodal self-supervised representation learning [PDF] 摘要

93. Teaching Robots Novel Objects by Pointing at Them [PDF] 摘要

94. COVIDX: Computer-aided diagnosis of Covid-19 and its severity prediction with raw digital chest X-ray images [PDF] 摘要

95. Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays [PDF] 摘要

96. Three-dimensional Simultaneous Shape and Pose Estimation for Extended Objects Using Spherical Harmonics [PDF] 摘要

97. Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing [PDF] 摘要

98. Prediction by Anticipation: An Action-Conditional Prediction Method based on Interaction Learning [PDF] 摘要

99. Mixed-Privacy Forgetting in Deep Networks [PDF] 摘要

阅读全文 »