【arxiv论文】 Computer Vision and Pattern Recognition 2020-10-20

发表于 2020-10-20 更新于 2020-10-21 分类于 arxiv ， CV 35k 59 分钟

目录

1. PseudoSeg: Designing Pseudo Labels for Semantic Segmentation [PDF] 摘要

2. Self-supervised Co-training for Video Representation Learning [PDF] 摘要

3. Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A Comprehensive Study [PDF] 摘要

4. Detecting Hands and Recognizing Physical Contact in the Wild [PDF] 摘要

5. Multi-Stage Fusion for One-Click Segmentation [PDF] 摘要

6. Attention Augmented ConvLSTM forEnvironment Prediction [PDF] 摘要

7. Multi-Modal Super Resolution for Dense Microscopic Particle Size Estimation [PDF] 摘要

8. Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier [PDF] 摘要

9. Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation [PDF] 摘要

10. Learning to Reconstruct and Segment 3D Objects [PDF] 摘要

11. Teacher-Student Competition for Unsupervised Domain Adaption [PDF] 摘要

12. On the Generalisation Capabilities of Fingerprint Presentation Attack Detection Methods in the Short Wave Infrared Domain [PDF] 摘要

13. Domain Generalized Person Re-Identification via Cross-Domain Episodic Learning [PDF] 摘要

14. A Versatile Crack Inspection Portable System based on Classifier Ensemble and Controlled Illumination [PDF] 摘要

15. RONELD: Robust Neural Network Output Enhancement for Active Lane Detection [PDF] 摘要

16. Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound [PDF] 摘要

17. Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk [PDF] 摘要

18. Emerging Trends of Multimodal Research in Vision and Language [PDF] 摘要

19. A Backbone Replaceable Fine-tuning Network for Stable Face Alignment [PDF] 摘要

20. Softer Pruning, Incremental Regularization [PDF] 摘要

21. Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation [PDF] 摘要

22. Synthesizing the Unseen for Zero-shot Object Detection [PDF] 摘要

23. Comprehensive evaluation of no-reference image quality assessment algorithms on KADID-10k database [PDF] 摘要

24. Image Captioning with Visual Object Representations Grounded in the Textual Modality [PDF] 摘要

25. SD-DefSLAM: Semi-Direct Monocular SLAM for Deformable and Intracorporeal Scenes [PDF] 摘要

26. A combined full-reference image quality assessment method based on convolutional activation maps [PDF] 摘要

27. SHREC 2020 track: 6D Object Pose Estimation [PDF] 摘要

28. The efficacy of Neural Planning Metrics: A meta-analysis of PKL on nuScenes [PDF] 摘要

29. SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks [PDF] 摘要

30. SMA-STN: Segmented Movement-Attending Spatiotemporal Network forMicro-Expression Recognition [PDF] 摘要

31. Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation [PDF] 摘要

32. A Two-stage Unsupervised Approach for Low light Image Enhancement [PDF] 摘要

33. Language and Visual Entity Relationship Graph for Agent Navigation [PDF] 摘要

34. Double-Uncertainty Weighted Method for Semi-supervised Learning [PDF] 摘要

35. Bi-Real Net V2: Rethinking Non-linearity for 1-bit CNNs and Going Beyond [PDF] 摘要

36. Frame Aggregation and Multi-Modal Fusion Framework for Video-Based Person Recognition [PDF] 摘要

37. Modality-Pairing Learning for Brain Tumor Segmentation [PDF] 摘要

38. DeepReflecs: Deep Learning for Automotive Object Classification with Radar Reflections [PDF] 摘要

39. Extraction of Discrete Spectra Modes from Video Data Using a Deep Convolutional Koopman Network [PDF] 摘要

40. MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining [PDF] 摘要

41. Continual Unsupervised Domain Adaptation with Adversarial Learning [PDF] 摘要

42. Intelligent Reference Curation for Visual Place Recognition via Bayesian Selective Fusion [PDF] 摘要

43. Self-Supervised Visual Attention Learning for Vehicle Re-Identification [PDF] 摘要

44. Unsupervised Domain Adaptation for Spatio-Temporal Action Localization [PDF] 摘要

45. Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning [PDF] 摘要

46. MaskNet: A Fully-Convolutional Network to Estimate Inlier Points [PDF] 摘要

47. Gaussian Constrained Attention Network for Scene Text Recognition [PDF] 摘要

48. Localized Interactive Instance Segmentation [PDF] 摘要

49. Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering [PDF] 摘要

50. Movement-induced Priors for Deep Stereo [PDF] 摘要

51. Variational Capsule Encoder [PDF] 摘要

52. View-Invariant Gait Recognition with Attentive Recurrent Learning of Partial Representations [PDF] 摘要

53. Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules [PDF] 摘要

54. Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration [PDF] 摘要

55. RADIATE: A Radar Dataset for Automotive Perception [PDF] 摘要

56. Multimodal semantic forecasting based on conditional generation of future features [PDF] 摘要

57. Exploiting Context for Robustness to Label Noise in Active Learning [PDF] 摘要

58. Deep Structured Prediction for Facial Landmark Detection [PDF] 摘要

59. Covapixels [PDF] 摘要

60. FGAGT: Flow-Guided Adaptive Graph Tracking [PDF] 摘要

61. Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? [PDF] 摘要

62. Multiple Future Prediction Leveraging Synthetic Trajectories [PDF] 摘要

63. Temporal Binary Representation for Event-Based Action Recognition [PDF] 摘要

64. Distortion-aware Monocular Depth Estimation for Omnidirectional Images [PDF] 摘要

65. Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution [PDF] 摘要

66. Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs [PDF] 摘要

67. Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing [PDF] 摘要

68. A Grid-based Representation for Human Action Recognition [PDF] 摘要

69. Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection [PDF] 摘要

70. Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation [PDF] 摘要

71. Discovering Pattern Structure Using Differentiable Compositing [PDF] 摘要

72. The NVIDIA PilotNet Experiments [PDF] 摘要

73. DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement [PDF] 摘要

74. Gradient Aware Cascade Network for Multi-Focus Image Fusion [PDF] 摘要

75. Self-Selective Context for Interaction Recognition [PDF] 摘要

76. Picture-to-Amount (PITA): Predicting Relative Ingredient Amounts from Food Images [PDF] 摘要

77. Robust Face Alignment by Multi-order High-precision Hourglass Network [PDF] 摘要

78. PolarDet: A Fast, More Precise Detector for Rotated Target in Aerial Images [PDF] 摘要

79. A Self-supervised Cascaded Refinement Network for Point Cloud Completion [PDF] 摘要

80. CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MRI Images [PDF] 摘要

81. Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering [PDF] 摘要

82. DEAL: Difficulty-aware Active Learning for Semantic Segmentation [PDF] 摘要

83. Automatic Tree Ring Detection using Jacobi Sets [PDF] 摘要

84. MeshMVS: Multi-View Stereo Guided Mesh Reconstruction [PDF] 摘要

85. Long-Term Face Tracking for Crowded Video-Surveillance Scenarios [PDF] 摘要

86. Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings [PDF] 摘要

87. Generalized Intersection Algorithms with Fixpoints for Image Decomposition Learning [PDF] 摘要

88. Ensembling Low Precision Models for Binary Biomedical Image Segmentation [PDF] 摘要

89. Zoom-CAM: Generating Fine-grained Pixel Annotations from Image Labels [PDF] 摘要

90. A Survey of Machine Learning Techniques in Adversarial Image Forensics [PDF] 摘要

91. RobustBench: a standardized adversarial robustness benchmark [PDF] 摘要

92. Agent-based Simulation Model and Deep Learning Techniques to Evaluate and Predict Transportation Trends around COVID-19 [PDF] 摘要

93. Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness [PDF] 摘要

94. Practical Frank-Wolfe algorithms [PDF] 摘要

95. GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation [PDF] 摘要

96. Measuring breathing induced oesophageal motion and its dosimetric impact [PDF] 摘要

97. Semantic Histogram Based Graph Matching for Real-Time Multi-Robot Global Localization in Large Scale Environment [PDF] 摘要

98. Meta-learning the Learning Trends Shared Across Tasks [PDF] 摘要

99. MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization [PDF] 摘要

100. Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders [PDF] 摘要

101. Unsupervised Foveal Vision Neural Networks with Top-Down Attention [PDF] 摘要

102. Feature Importance Ranking for Deep Learning [PDF] 摘要

103. Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters [PDF] 摘要

104. Light Stage Super-Resolution: Continuous High-Frequency Relighting [PDF] 摘要

105. Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning [PDF] 摘要

106. A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences [PDF] 摘要

107. Class-incremental Learning with Pre-allocated Fixed Classifiers [PDF] 摘要

108. A general approach to compute the relevance of middle-level input features [PDF] 摘要

109. CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network [PDF] 摘要

阅读全文 »

【arxiv论文】 Computation and Language 2020-10-20

发表于 2020-10-20 更新于 2020-10-21 分类于 arxiv ， CL 93k 2:35

目录

1. Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines [PDF] 摘要

2. Question Generation for Supporting Informational Query Intents [PDF] 摘要

3. PySBD: Pragmatic Sentence Boundary Disambiguation [PDF] 摘要

4. Adaptive Attentional Network for Few-Shot Knowledge Graph Completion [PDF] 摘要

5. An Empirical Study for Vietnamese Constituency Parsing with Pre-training [PDF] 摘要

6. Incorporating Terminology Constraints in Automatic Post-Editing [PDF] 摘要

7. Drug Repurposing for COVID-19 via Knowledge Graph Completion [PDF] 摘要

8. Better Distractions: Transformer-based Distractor Generation and Multiple Choice Question Filtering [PDF] 摘要

9. Cold-start Active Learning through Self-supervised Language Modeling [PDF] 摘要

10. Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads [PDF] 摘要

11. Diving Deep into Context-Aware Neural Machine Translation [PDF] 摘要

12. Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains [PDF] 摘要

13. Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation [PDF] 摘要

14. Revisiting Modularized Multilingual NMT to Meet Industrial Demands [PDF] 摘要

15. The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification [PDF] 摘要

16. Understanding Unnatural Questions Improves Reasoning over Text [PDF] 摘要

17. BERTnesia: Investigating the capture and forgetting of knowledge in BERT [PDF] 摘要

18. Global Attention for Name Tagging [PDF] 摘要

19. Query-aware Tip Generation for Vertical Search [PDF] 摘要

20. Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization [PDF] 摘要

21. Multi-hop Question Generation with Graph Convolutional Network [PDF] 摘要

22. Auto-Encoding Variational Bayes for Inferring Topics and Visualization [PDF] 摘要

23. Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism [PDF] 摘要

24. SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline [PDF] 摘要

25. Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning [PDF] 摘要

26. Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model [PDF] 摘要

27. Incorporating Count-Based Features into Pre-Trained Models for Improved Stance Detection [PDF] 摘要

28. UoB at SemEval-2020 Task 1: Automatic Identification of Novel Word Senses [PDF] 摘要

29. Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation [PDF] 摘要

30. Explaining and Improving Model Behavior with k Nearest Neighbor Representations [PDF] 摘要

31. Towards Interpreting BERT for Reading Comprehension Based QA [PDF] 摘要

32. Querent Intent in Multi-Sentence Questions [PDF] 摘要

33. hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text Normalization [PDF] 摘要

34. Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach [PDF] 摘要

35. Towards Data Distillation for End-to-end Spoken Conversational Question Answering [PDF] 摘要

36. Mixed-Lingual Pre-training for Cross-lingual Summarization [PDF] 摘要

37. Question Answering over Knowledge Base using Language Model Embeddings [PDF] 摘要

38. HABERTOR: An Efficient and Effective Deep Hatespeech Detector [PDF] 摘要

39. Knowledge-Grounded Dialogue Generation with Pre-trained Language Models [PDF] 摘要

40. Consistency and Coherency Enhanced Story Generation [PDF] 摘要

41. Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction [PDF] 摘要

42. ArCOV19-Rumors: Arabic COVID-19 Twitter Dataset for Misinformation Detection [PDF] 摘要

43. CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets [PDF] 摘要

44. Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation [PDF] 摘要

45. RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling [PDF] 摘要

46. Incorporate Semantic Structures into Machine Translation Evaluation via UCCA [PDF] 摘要

47. A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences [PDF] 摘要

48. Factual Error Correction for Abstractive Summarization Models [PDF] 摘要

49. Example-Driven Intent Prediction with Observers [PDF] 摘要

50. CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding [PDF] 摘要

51. Cross-Lingual Relation Extraction with Transformers [PDF] 摘要

52. Multimodal Speech Recognition with Unstructured Audio Masking [PDF] 摘要

53. Substance over Style: Document-Level Targeted Content Transfer [PDF] 摘要

54. Linguistically-Informed Transformations (LIT): A Method forAutomatically Generating Contrast Sets [PDF] 摘要

55. Generating Fact Checking Summaries for Web Claims [PDF] 摘要

56. Reflective Decoding: Unsupervised Paraphrasing and Abductive Reasoning [PDF] 摘要

57. Parameter Norm Growth During Training of Transformers [PDF] 摘要

58. End-to-End Text-to-Speech using Latent Duration based on VQ-VAE [PDF] 摘要

59. Emerging Trends of Multimodal Research in Vision and Language [PDF] 摘要

60. Image Captioning with Visual Object Representations Grounded in the Textual Modality [PDF] 摘要

61. Reduce and Reconstruct: Improving Low-resource End-to-end ASR Via Reconstruction Using Reduced Vocabularies [PDF] 摘要

62. Construction and Application of Teaching System Based on Crowdsourcing Knowledge Graph [PDF] 摘要

63. Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC [PDF] 摘要

64. Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2020-10-19

发表于 2020-10-19 更新于 2020-10-21 分类于 arxiv ， CV 90k 2:30

目录

1. What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions [PDF] 摘要

2. Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis [PDF] 摘要

3. Deep Learning based Automated Forest Health Diagnosis from Aerial Images [PDF] 摘要

4. Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN [PDF] 摘要

5. Reconstructing A Large Scale 3D Face Dataset for Deep 3D Face Identification [PDF] 摘要

6. Volumetric Calculation of Quantization Error in 3-D Vision Systems [PDF] 摘要

7. On the surprising similarities between supervised and self-supervised models [PDF] 摘要

8. Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes [PDF] 摘要

9. Learning Monocular Dense Depth from Events [PDF] 摘要

10. In Depth Bayesian Semantic Scene Completion [PDF] 摘要

11. Automated Iterative Training of Convolutional Neural Networks for Tree Skeleton Segmentation [PDF] 摘要

12. Real-Time Face & Eye Tracking and Blink Detection using Event Cameras [PDF] 摘要

13. Training Data Generating Networks: Linking 3D Shapes and Few-Shot Classification [PDF] 摘要

14. SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection [PDF] 摘要

15. HPERL: 3D Human Pose Estimation from RGB and LiDAR [PDF] 摘要

16. Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation [PDF] 摘要

17. ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease [PDF] 摘要

18. New Ideas and Trends in Deep Multimodal Content Understanding: A Review [PDF] 摘要

19. Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation [PDF] 摘要

20. How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring [PDF] 摘要

21. Anisotropic Stroke Control for Multiple Artists Style Transfer [PDF] 摘要

22. Pose And Joint-Aware Action Recognition [PDF] 摘要

23. Taking A Closer Look at Synthesis: Fine-grained Attribute Analysis for Person Re-Identification [PDF] 摘要

24. Semantic Editing On Segmentation Map Via Multi-Expansion Loss [PDF] 摘要

25. Physics-informed GANs for Coastal Flood Visualization [PDF] 摘要

26. Human Segmentation with Dynamic LiDAR Data [PDF] 摘要

27. TextMage: The Automated Bangla Caption Generator Based On Deep Learning [PDF] 摘要

28. Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset [PDF] 摘要

29. Revisiting Optical Flow Estimation in 360 Videos [PDF] 摘要

30. Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling [PDF] 摘要

31. QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics [PDF] 摘要

32. On the Exploration of Incremental Learning for Fine-grained Image Retrieval [PDF] 摘要

33. Impact of Action Unit Occurrence Patterns on Detection [PDF] 摘要

34. Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms [PDF] 摘要

35. Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement [PDF] 摘要

36. Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding [PDF] 摘要

37. Convolutional Neural Network for Blur Images Detection as an Alternative for Laplacian Method [PDF] 摘要

38. Latent Vector Recovery of Audio GANs [PDF] 摘要

39. G-DARTS-A: Groups of Channel Parallel Sampling with Attention [PDF] 摘要

40. VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data [PDF] 摘要

41. Learning Accurate Entropy Model with Global Reference for Image Compression [PDF] 摘要

42. Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity [PDF] 摘要

43. Auxiliary Task Reweighting for Minimum-data Learning [PDF] 摘要

44. How Does Supernet Help in Neural Architecture Search? [PDF] 摘要

45. Manipulation-Oriented Object Perception in Clutter through Affordance Coordinate Frames [PDF] 摘要

46. Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks [PDF] 摘要

47. A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery [PDF] 摘要

48. Input-Aware Dynamic Backdoor Attack [PDF] 摘要

49. The Deep Bootstrap: Good Online Learners are Good Offline Generalizers [PDF] 摘要

50. Early-stage COVID-19 diagnosis in presence of limited posteroanterior chest X-ray images via novel Pinball-OCSVM [PDF] 摘要

51. Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification [PDF] 摘要

52. Robust Keypoint Detection and Pose Estimation of Robot Manipulators with Self-Occlusions via Sim-to-Real Transfer [PDF] 摘要

53. Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training [PDF] 摘要

54. MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention [PDF] 摘要

55. Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset [PDF] 摘要

56. Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness [PDF] 摘要

57. What is More Likely to Happen Next? Video-and-Language Future Event Prediction [PDF] 摘要

阅读全文 »

【arxiv论文】 Computation and Language 2020-10-19

发表于 2020-10-19 更新于 2020-10-21 分类于 arxiv ， CL 53k 1:28

目录

1. Mischief: A Simple Black-Box Attack Against Transformer Architectures [PDF] 摘要

2. Detecting Objectifying Language in Online Professor Reviews [PDF] 摘要

3. Adaptive Feature Selection for End-to-End Speech Translation [PDF] 摘要

4. An efficient representation of chronological events in medical texts [PDF] 摘要

5. Multi-Adversarial Learning for Cross-Lingual Word Embeddings [PDF] 摘要

6. Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering [PDF] 摘要

7. Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications [PDF] 摘要

8. From Talk to Action with Accountability: Monitoring the Public Discussion of Finnish Decision-Makers with Deep Neural Networks and Topic Modelling [PDF] 摘要

9. QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph [PDF] 摘要

10. Detecting ESG topics using domain-specific language models and data augmentation approaches [PDF] 摘要

11. Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification [PDF] 摘要

12. It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT [PDF] 摘要

13. Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation [PDF] 摘要

14. SIGTYP 2020 Shared Task: Prediction of Typological Features [PDF] 摘要

15. Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers [PDF] 摘要

16. Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks [PDF] 摘要

17. WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets [PDF] 摘要

18. Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation [PDF] 摘要

19. Coarse-to-Fine Pre-training for Named Entity Recognition [PDF] 摘要

20. Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning [PDF] 摘要

21. Lexicon-constrained Copying Network for Chinese Abstractive Summarization [PDF] 摘要

22. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering [PDF] 摘要

23. DiDi's Machine Translation System for WMT2020 [PDF] 摘要

24. Generating Diverse Translation from Model Distribution with Dropout [PDF] 摘要

25. Inferring symmetry in natural language [PDF] 摘要

26. Montague Grammar Induction [PDF] 摘要

27. MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention [PDF] 摘要

28. GSum: A General Framework for Guided Neural Abstractive Summarization [PDF] 摘要

29. What is More Likely to Happen Next? Video-and-Language Future Event Prediction [PDF] 摘要

30. CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features [PDF] 摘要

31. Explicit Alignment Objectives for Multilingual Bidirectional Encoders [PDF] 摘要

32. Analogous Process Structure Induction for Sub-event Sequence Prediction [PDF] 摘要

33. Effective Distributed Representations for Academic Expert Search [PDF] 摘要

34. PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation [PDF] 摘要

35. Decentralized Knowledge Graph Representation Learning [PDF] 摘要

36. Empirical Study of Transformers for Source Code [PDF] 摘要

37. Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding [PDF] 摘要

38. Personalized Neural Embeddings for Collaborative Filtering with Text [PDF] 摘要

39. LCMR: Local and Centralized Memories for Collaborative Filtering with Unstructured Text [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2020-10-16

发表于 2020-10-16 分类于 arxiv ， CV 85k 2:21

目录

1. LTN: Long-Term Network for Long-Term Motion Prediction [PDF] 摘要

2. Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation [PDF] 摘要

3. An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes [PDF] 摘要

4. A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning [PDF] 摘要

5. Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study [PDF] 摘要

6. Interpretation of Swedish Sign Language using Convolutional Neural Networks and Transfer Learning [PDF] 摘要

7. Boosting Image-based Mutual Gaze Detection using Pseudo 3D Gaze [PDF] 摘要

8. Does Data Augmentation Benefit from Split BatchNorms [PDF] 摘要

9. CIMON: Towards High-quality Hash Codes [PDF] 摘要

10. Generalizing Universal Adversarial Attacks Beyond Additive Perturbations [PDF] 摘要

11. Improved Multi-Source Domain Adaptation by Preservation of Factors [PDF] 摘要

12. Self-training for Few-shot Transfer Across Extreme Task Differences [PDF] 摘要

13. Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video with Applications for Virtual Reality [PDF] 摘要

14. Integrating Coarse Granularity Part-level Features with Supervised Global-level Features for Person Re-identification [PDF] 摘要

15. A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction [PDF] 摘要

16. Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM [PDF] 摘要

17. HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network [PDF] 摘要

18. THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild [PDF] 摘要

19. Unsupervised Constrative Person Re-identification [PDF] 摘要

20. Object Tracking Using Spatio-Temporal Future Prediction [PDF] 摘要

21. Interactive Latent Interpolation on MNIST Dataset [PDF] 摘要

22. MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking [PDF] 摘要

23. FOSS: Multi-Person Age Estimation with Focusing on Objects and Still Seeing Surroundings [PDF] 摘要

24. Self-Supervised Domain Adaptation with Consistency Training [PDF] 摘要

25. Unsupervised Video Anomaly Detection via Flow-based Generative Modeling on Appearance and Motion Latent Features [PDF] 摘要

26. A Human Eye-based Text Color Scheme Generation Method for Image Synthesis [PDF] 摘要

27. NeRF++: Analyzing and Improving Neural Radiance Fields [PDF] 摘要

28. Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection [PDF] 摘要

29. Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data [PDF] 摘要

30. AI-based BMI Inference from Facial Images: An Application to Weight Monitoring [PDF] 摘要

31. Auto-calibration Method Using Stop Signs for Urban Autonomous Driving Applications [PDF] 摘要

32. Skeleton-bridged Point Completion: From Global Inference to Local Adjustment [PDF] 摘要

33. Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition [PDF] 摘要

34. Photovoltaic module segmentation and thermal analysis tool from thermal images [PDF] 摘要

35. Do End-to-end Stereo Algorithms Under-utilize Information? [PDF] 摘要

36. Matching-space Stereo Networks for Cross-domain Generalization [PDF] 摘要

37. Representation Learning via Invariant Causal Mechanisms [PDF] 摘要

38. DynaSLAM II: Tightly-Coupled Multi-Object Tracking and SLAM [PDF] 摘要

39. A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics' Gramian Matrix [PDF] 摘要

40. LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification [PDF] 摘要

41. Linking average- and worst-case perturbation robustness via class selectivity and dimensionality [PDF] 摘要

42. Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices [PDF] 摘要

43. Respecting Domain Relations: Hypothesis Invariance for Domain Generalization [PDF] 摘要

44. Encoder-decoder semantic segmentation models for electroluminescence images of thin-film photovoltaic modules [PDF] 摘要

45. Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs [PDF] 摘要

46. RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure [PDF] 摘要

47. CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging [PDF] 摘要

48. Spherical Knowledge Distillation [PDF] 摘要

49. AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients [PDF] 摘要

50. Viewmaker Networks: Learning Views for Unsupervised Representation Learning [PDF] 摘要

51. Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation [PDF] 摘要

52. Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer [PDF] 摘要

53. XPDNet for MRI Reconstruction: an Application to the fastMRI 2020 Brain Challenge [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2020-10-15

发表于 2020-10-15 分类于 arxiv ， CV 80k 2:13

目录

1. Self-Supervised Ranking for Representation Learning [PDF] 摘要

2. Vision-Aided Radio: User Identity Match in Radio and Video Domains Using Machine Learning [PDF] 摘要

3. Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning [PDF] 摘要

4. Manifold-Net: Using Manifold Learning for Point Cloud Classification [PDF] 摘要

5. Learning Propagation Rules for Attribution Map Generation [PDF] 摘要

6. A Vector-based Representation to Enhance Head Pose Estimation [PDF] 摘要

7. WeightAlign: Normalizing Activations by Weight Alignment [PDF] 摘要

8. Multi-class segmentation under severe class imbalance: A case study in roof damage assessment [PDF] 摘要

9. Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate [PDF] 摘要

10. A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation [PDF] 摘要

11. Better Patch Stitching for Parametric Surface Reconstruction [PDF] 摘要

12. FC-DCNN: A densely connected neural network for stereo estimation [PDF] 摘要

13. Relative Depth Estimation as a Ranking Problem [PDF] 摘要

14. Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach [PDF] 摘要

15. PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training [PDF] 摘要

16. AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing [PDF] 摘要

17. Development of Open Informal Dataset Affecting Autonomous Driving [PDF] 摘要

18. Adaptive-Attentive Geolocalization from few queries: a hybrid approach [PDF] 摘要

19. Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning [PDF] 摘要

20. Semantic Flow-guided Motion Removal Method for Robust Mapping [PDF] 摘要

21. Multi-Scale Networks for 3D Human PoseEstimation with Inference Stage Optimization [PDF] 摘要

22. Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed [PDF] 摘要

23. Ferrograph image classification [PDF] 摘要

24. Rotation Averaging with Attention Graph Neural Networks [PDF] 摘要

25. Are all negatives created equal in contrastive instance discrimination? [PDF] 摘要

26. Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation [PDF] 摘要

27. Video Action Understanding: A Tutorial [PDF] 摘要

28. On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation [PDF] 摘要

29. A spatial model checker in GPU (extended version) [PDF] 摘要

30. Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning [PDF] 摘要

31. Fader Networks for domain adaptation on fMRI: ABIDE-II study [PDF] 摘要

32. Domain Shift in Computer Vision models for MRI data analysis: An Overview [PDF] 摘要

33. Data Augmentation for Meta-Learning [PDF] 摘要

34. 3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies [PDF] 摘要

35. Understanding bias in facial recognition technologies [PDF] 摘要

36. Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture [PDF] 摘要

37. Using satellite imagery to understand and promote sustainable development [PDF] 摘要

38. Practical Deep Raw Image Denoising on Mobile Devices [PDF] 摘要

39. Efficient and high accuracy 3-D OCT angiography motion correction in pathology [PDF] 摘要

40. Identifying Wrongly Predicted Samples: A Method for Active Learning [PDF] 摘要

41. Deep Ensembles for Low-Data Transfer Learning [PDF] 摘要

42. GreedyFool: An Imperceptible Black-box Adversarial Example Attack against Neural Networks [PDF] 摘要

43. Differential diagnosis and molecular stratification of gastrointestinal stromal tumors on CT images using a radiomics approach [PDF] 摘要

44. Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout [PDF] 摘要

45. Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System [PDF] 摘要

46. Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision [PDF] 摘要

47. Measuring Visual Generalization in Continuous Control from Pixels [PDF] 摘要

48. Random Network Distillation as a Diversity Metric for Both Image and Text Generation [PDF] 摘要

49. Handwriting Quality Analysis using Online-Offline Models [PDF] 摘要

50. A Multi-Modal Method for Satire Detection using Textual and Visual Cues [PDF] 摘要

51. LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching [PDF] 摘要

52. Training independent subnetworks for robust prediction [PDF] 摘要

阅读全文 »

【arxiv论文】 Computation and Language 2020-10-15

发表于 2020-10-15 分类于 arxiv ， CL 73k 2:01

目录

1. Dissecting the components and factors of Neural Text Generation [PDF] 摘要

2. Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback [PDF] 摘要

3. Text Classification Using Label Names Only: A Language Model Self-Training Approach [PDF] 摘要

4. Geometry matters: Exploring language examples at the decision boundary [PDF] 摘要

5. The EOS Decision and Length Extrapolation [PDF] 摘要

6. Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification [PDF] 摘要

7. An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models [PDF] 摘要

8. Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction [PDF] 摘要

9. Re-evaluating Evaluation in Text Summarization [PDF] 摘要

10. A Relaxed Matching Procedure for Unsupervised BLI [PDF] 摘要

11. Recipes for Safety in Open-domain Chatbots [PDF] 摘要

12. AutoADR: Automatic Model Design for Ad Relevance [PDF] 摘要

13. Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries [PDF] 摘要

14. Chinese Lexical Simplification [PDF] 摘要

15. Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search [PDF] 摘要

16. Medical Code Assignment with Gated Convolution and Note-Code Interaction [PDF] 摘要

17. Neural Databases [PDF] 摘要

18. Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability [PDF] 摘要

19. DA-Transformer: Distance-aware Transformer [PDF] 摘要

20. No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection [PDF] 摘要

21. Memformer: The Memory-Augmented Transformer [PDF] 摘要

22. fugashi, a Tool for Tokenizing Japanese in Python [PDF] 摘要

23. Learning Word Representations for Tunisian Sentiment Analysis [PDF] 摘要

24. A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering [PDF] 摘要

25. Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems [PDF] 摘要

26. Modeling Protagonist Emotions for Emotion-Aware Storytelling [PDF] 摘要

27. Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion [PDF] 摘要

28. A Graph Representation of Semi-structured Data for Web Question Answering [PDF] 摘要

29. Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach [PDF] 摘要

30. A Self-supervised Representation Learning of Sentence Structure for Authorship Attribution [PDF] 摘要

31. Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview [PDF] 摘要

32. Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision [PDF] 摘要

33. Joint Constrained Learning for Event-Event Relation Extraction [PDF] 摘要

34. "What Are You Trying to Do?" Semantic Typing of Event Processes [PDF] 摘要

35. Sensitivity of BLANC to human-scored qualities of text summaries [PDF] 摘要

36. CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring [PDF] 摘要

37. Language Networks: a Practical Approach [PDF] 摘要

38. Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding [PDF] 摘要

39. A Multi-Modal Method for Satire Detection using Textual and Visual Cues [PDF] 摘要

40. Probing for Multilingual Numerical Understanding in Transformer-Based Language Models [PDF] 摘要

41. Enhancing the Identification of Cyberbullying through Participant Roles [PDF] 摘要

42. With Little Power Comes Great Responsibility [PDF] 摘要

43. MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings [PDF] 摘要

44. Computational Skills by Stealth in Secondary School Data Science [PDF] 摘要

45. Weight Squeezing: Reparameterization for Compression and Fast Inference [PDF] 摘要

46. Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast---Choose Three [PDF] 摘要

47. Random Network Distillation as a Diversity Metric for Both Image and Text Generation [PDF] 摘要

48. Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora [PDF] 摘要

阅读全文 »

【arxiv论文】 Computer Vision and Pattern Recognition 2020-10-14

发表于 2020-10-14 分类于 arxiv ， CV 98k 2:43

目录

1. Kartta Labs: Collaborative Time Travel [PDF] 摘要

2. Deep Learning for Recognizing Mobile Targets in Satellite Imagery [PDF] 摘要

3. LASSR: Effective Super-Resolution Method for Plant Disease Diagnosis [PDF] 摘要

4. Satellite Image Classification with Deep Learning [PDF] 摘要

5. Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge [PDF] 摘要

6. The DongNiao International Birds 10000 Dataset [PDF] 摘要

7. Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture [PDF] 摘要

8. A review of 3D human pose estimation algorithms for markerless motion capture [PDF] 摘要

9. RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification [PDF] 摘要

10. Face Mask Assistant: Detection of Face Mask Service Stage Based on Mobile Phone [PDF] 摘要

11. Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface [PDF] 摘要

12. Detecting Anomalies from Video-Sequences: a Novel Descriptor [PDF] 摘要

13. Coarse and fine-grained automatic cropping deep convolutional neural network [PDF] 摘要

14. Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition [PDF] 摘要

15. A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures [PDF] 摘要

16. Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration [PDF] 摘要

17. LM-Reloc: Levenberg-Marquardt Based Direct Visual Relocalization [PDF] 摘要

18. Audio-Visual Self-Supervised Terrain Type Discovery for Mobile Platforms [PDF] 摘要

19. How important are faces for person re-identification? [PDF] 摘要

20. MixCo: Mix-up Contrastive Learning for Visual Representation [PDF] 摘要

21. Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device [PDF] 摘要

22. Land Cover Semantic Segmentation Using ResUNet [PDF] 摘要

23. A Scale and Rotational Invariant Key-point Detector based on Sparse Coding [PDF] 摘要

24. DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video [PDF] 摘要

25. Correlation Filter for UAV-Based Aerial Tracking: A Review and Experimental Evaluation [PDF] 摘要

26. Robust Two-Stream Multi-Feature Network for Driver Drowsiness Detection [PDF] 摘要

27. Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis [PDF] 摘要

28. Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation [PDF] 摘要

29. Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization [PDF] 摘要

30. DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets [PDF] 摘要

31. When Wireless Communications Meet Computer Vision in Beyond 5G [PDF] 摘要

32. ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding [PDF] 摘要

33. Exploring Efficient Volumetric Medical Image Segmentation Using 2.5D Method: An Empirical Study [PDF] 摘要

34. Towards Understanding Pixel Vulnerability under Adversarial Attacks for Images [PDF] 摘要

35. Map-Based Temporally Consistent Geolocalization through Learning Motion Trajectories [PDF] 摘要

36. Universal Model for 3D Medical Image Analysis [PDF] 摘要

37. Infant Pose Learning with Small Data [PDF] 摘要

38. Attn-HybridNet: Improving Discriminability of Hybrid Features with Attention Fusion [PDF] 摘要

39. Contrast and Classify: Alternate Training for Robust VQA [PDF] 摘要

40. Spectral Synthesis for Satellite-to-Satellite Translation [PDF] 摘要

41. A translational pathway of deep learning methods in GastroIntestinal Endoscopy [PDF] 摘要

42. MedICaT: A Dataset of Medical Images, Captions, and Textual References [PDF] 摘要

43. Shape-Texture Debiased Neural Network Training [PDF] 摘要

44. Towards human performance on automatic motion tracking of infant spontaneous movements [PDF] 摘要

45. Scenic: A Language for Scenario Specification and Data Generation [PDF] 摘要

46. Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think! [PDF] 摘要

47. Piece-wise Matching Layer in Representation Learning for ECG Classification [PDF] 摘要

48. RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray [PDF] 摘要

49. Which Model to Transfer? Finding the Needle in the Growing Haystack [PDF] 摘要

50. A Possible Method of Carbon Deposit Mapping on Plasma Facing Components Using Infrared Thermography [PDF] 摘要

51. Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest [PDF] 摘要

52. Experimental Quantum Generative Adversarial Networks for Image Generation [PDF] 摘要

53. COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework [PDF] 摘要

54. Similarity Based Stratified Splitting: an approach to train better classifiers [PDF] 摘要

55. Gradient Descent Ascent for Min-Max Problems on Riemannian Manifold [PDF] 摘要

56. A catalog of broad morphology of Pan-STARRS galaxies based on deep learning [PDF] 摘要

57. Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI [PDF] 摘要

58. Monitoring War Destruction from Space: A Machine Learning Approach [PDF] 摘要

59. Robots State Estimation and Observability Analysis Based on Statistical Motion Models [PDF] 摘要

阅读全文 »