【arxiv论文】 Computation and Language 2020-06-08

发表于 2020-06-08 分类于 arxiv ， CL 31k 51 分钟

目录

1. Spoken dialect identification in Twitter using a multi-filter architecture [PDF] 摘要

2. Sentiment Analysis Based on Deep Learning: A Comparative Study [PDF] 摘要

3. CoCon: A Self-Supervised Approach for Controlled Text Generation [PDF] 摘要

4. Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access [PDF] 摘要

5. Unsupervised Translation of Programming Languages [PDF] 摘要

6. ELITR Non-Native Speech Translation at IWSLT 2020 [PDF] 摘要

7. Understanding Self-Attention of Self-Supervised Audio Transformers [PDF] 摘要

8. Aspect-based Sentiment Analysis of Scientific Reviews [PDF] 摘要

9. "To Target or Not to Target": Identification and Analysis of Abusive Text Using Ensemble of Classifiers [PDF] 摘要

10. Evaluating Text Coherence at Sentence and Paragraph Levels [PDF] 摘要

11. Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment [PDF] 摘要

12. Human or Machine: Automating Human Likeliness Evaluation of NLG Texts [PDF] 摘要

13. SOLO: A Corpus of Tweets for Examining the State of Being Alone [PDF] 摘要

14. NewB: 200,000+ Sentences for Political Bias Detection [PDF] 摘要

15. Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers [PDF] 摘要

16. AP20-OLR Challenge: Three Tasks and Their Baselines [PDF] 摘要

17. Sponge Examples: Energy-Latency Attacks on Neural Networks [PDF] 摘要

18. Contextual RNN-T For Open Domain ASR [PDF] 摘要

19. A New Method Towards Speech Files Local Features Investigation [PDF] 摘要

20. Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus [PDF] 摘要

21. GMAT: Global Memory Augmentation for Transformers [PDF] 摘要

22. Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-06-05

发表于 2020-06-05 分类于 arxiv ， CV 11k 18 分钟

目录

1. Visually Guided Sound Source Separation using Cascaded Opponent Filter Network [PDF] 摘要

2. A Siamese Neural Network with Modified Distance Loss For Transfer Learning in Speech Emotion Recognition [PDF] 摘要

3. RarePlanes: Synthetic Data Takes Flight [PDF] 摘要

4. 2D Image Features Detector And Descriptor Selection Expert System [PDF] 摘要

5. Multiple Generative Adversarial Networks Analysis for Predicting Photographers' Retouching [PDF] 摘要

6. Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach [PDF] 摘要

7. Event-based visual place recognition with ensembles of spatio-temporal windows [PDF] 摘要

8. A Computational Model of Early Word Learning from the Infant's Point of View [PDF] 摘要

9. Height estimation from single aerial images using a deep ordinal regression network [PDF] 摘要

10. GAN-Based Facial Attractiveness Enhancement [PDF] 摘要

11. Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID [PDF] 摘要

12. Unsupervised Depth Learning in Challenging Indoor Video: Weak Rectification to Rescue [PDF] 摘要

13. LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation [PDF] 摘要

14. Boundary-assisted Region Proposal Networks for Nucleus Segmentation [PDF] 摘要

15. Problems of dataset creation for light source estimation [PDF] 摘要

16. Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images [PDF] 摘要

17. MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model Explanations [PDF] 摘要

18. The Importance of Prior Knowledge in Precise Multimodal Prediction [PDF] 摘要

19. FastReID: A Pytorch Toolbox for Real-world Person Re-identification [PDF] 摘要

20. Image Completion and Extrapolation with Contextual Cycle Consistency [PDF] 摘要

21. Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments [PDF] 摘要

22. Simple Unsupervised Multi-Object Tracking [PDF] 摘要

23. Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning [PDF] 摘要

24. COMET: Context-Aware IoU-Guided Network for Small Object Tracking [PDF] 摘要

25. Phasic dopamine release identification using ensemble of AlexNet [PDF] 摘要

26. A Survey on Deep Learning Techniques for Stereo-based Depth Estimation [PDF] 摘要

27. CircleNet: Anchor-free Detection with Circle Representation [PDF] 摘要

28. Visual Summarization of Lecture Video Segments for Enhanced Navigation [PDF] 摘要

29. Assessing Intelligence in Artificial Neural Networks [PDF] 摘要

30. A Polynomial Neural network with Controllable Precision and Human-Readable Topology II: Accelerated Approach Based on Expanded Layer [PDF] 摘要

31. Pathological myopia classification with simultaneous lesion segmentation using deep learning [PDF] 摘要

32. Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units [PDF] 摘要

33. Uncertainty quantification in medical image segmentation with Normalizing Flows [PDF] 摘要

34. Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis [PDF] 摘要

35. M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training [PDF] 摘要

36. Robust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet [PDF] 摘要

37. Image Augmentations for GAN Training [PDF] 摘要

38. DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions [PDF] 摘要

39. Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images [PDF] 摘要

40. Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-06-05

发表于 2020-06-05 分类于 arxiv ， CL 24k 41 分钟

目录

1. The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain [PDF] 摘要

2. Response to LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts [PDF] 摘要

3. Syntactic Search by Example [PDF] 摘要

4. Linguists Who Use Probabilistic Models Love Them: Quantification in Functional Distributional Semantics [PDF] 摘要

5. End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020 [PDF] 摘要

6. Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1 [PDF] 摘要

7. CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks [PDF] 摘要

8. Using Self-Training to Improve Back-Translation in Low Resource Neural Machine Translation [PDF] 摘要

9. Seq2Seq AI Chatbot with Attention Mechanism [PDF] 摘要

10. Experiments on Paraphrase Identification Using Quora Question Pairs Dataset [PDF] 摘要

11. M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training [PDF] 摘要

12. Meta Dialogue Policy Learning [PDF] 摘要

13. Extracting COVID-19 Events from Twitter [PDF] 摘要

14. Self-Training for End-to-End Speech Translation [PDF] 摘要

15. CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning [PDF] 摘要

16. Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR [PDF] 摘要

17. Stopwords in Technical Language Processing [PDF] 摘要

18. A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-06-04

发表于 2020-06-04 分类于 arxiv ， CV 51k 1:26

目录

1. DGSAC: Density Guided Sampling and Consensus [PDF] 摘要

2. Self-supervised Training of Graph Convolutional Networks [PDF] 摘要

3. CNN Denoisers As Non-Local Filters: The Neural Tangent Denoiser [PDF] 摘要

4. Flexible Bayesian Modelling for Nonlinear Image Registration [PDF] 摘要

5. DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution [PDF] 摘要

6. Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme [PDF] 摘要

7. Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades [PDF] 摘要

8. Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion [PDF] 摘要

9. Interpolation-based semi-supervised learning for object detection [PDF] 摘要

10. From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding [PDF] 摘要

11. GFPNet: A Deep Network for Learning Shape Completion in Generic Fitted Primitives [PDF] 摘要

12. PLG-IN: Pluggable Geometric Consistency Loss with Wasserstein Distance in Monocular Depth Estimation [PDF] 摘要

13. Reference Guided Face Component Editing [PDF] 摘要

14. FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition Function [PDF] 摘要

15. Nested Scale Editing for Conditional Image Synthesis [PDF] 摘要

16. MultiNet: Multiclass Multistage Multimodal Motion Prediction [PDF] 摘要

17. Grafted network for person re-identification [PDF] 摘要

18. From two rolling shutters to one global shutter [PDF] 摘要

19. Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders [PDF] 摘要

20. Ear2Face: Deep Biometric Modality Mapping [PDF] 摘要

21. Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm [PDF] 摘要

22. Perceiving Unknown in Dark from Perspective of Cell Vibration [PDF] 摘要

23. A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps: A Case Study on Google Play Store [PDF] 摘要

24. Self-Supervised Localisation between Range Sensors and Overhead Imagery [PDF] 摘要

25. Automatic Setting of DNN Hyper-Parameters by Mixing Bayesian Optimization and Tuning Rules [PDF] 摘要

26. Image Classification in the Dark using Quanta Image Sensors [PDF] 摘要

27. Open-Set Recognition with Gaussian Mixture Variational Autoencoders [PDF] 摘要

28. PILArNet: Public Dataset for Particle Imaging Liquid Argon Detectors in High Energy Physics [PDF] 摘要

29. Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models [PDF] 摘要

30. NewtonianVAE: Proportional Control and Goal Identification from Pixels via Physical Latent Spaces [PDF] 摘要

31. The Convolution Exponential and Generalized Sylvester Flows [PDF] 摘要

32. Automatic Differentiation for All Photons Imaging to See Inside Volumetric Scattering Media [PDF] 摘要

33. Learning to Branch for Multi-Task Learning [PDF] 摘要

34. Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders that Use Images to Address Cold Start [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-06-04

发表于 2020-06-04 分类于 arxiv ， CL 21k 35 分钟

目录

1. Emergent Multi-Agent Communication in the Deep Learning Era [PDF] 摘要

2. Improved acoustic word embeddings for zero-resource languages using multilingual transfer [PDF] 摘要

3. CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning [PDF] 摘要

4. Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation [PDF] 摘要

5. Transfer Learning for British Sign Language Modelling [PDF] 摘要

6. Towards Large-Scale Data Mining for Data-Driven Analysis of Sign Languages [PDF] 摘要

7. Exploiting Class Labels to Boost Performance on Embedding-based Text Classification [PDF] 摘要

8. Norm-Based Curriculum Learning for Neural Machine Translation [PDF] 摘要

9. Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 [PDF] 摘要

10. The Typology of Polysemy: A Multilingual Distributional Framework [PDF] 摘要

11. Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings [PDF] 摘要

12. On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior [PDF] 摘要

13. Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features [PDF] 摘要

14. REL: An Entity Linker Standing on the Shoulders of Giants [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-06-03

发表于 2020-06-03 分类于 arxiv ， CV 68k 1:53

目录

1. Geometric Graph Representations and Geometric Graph Convolutions for Deep Learning on Three-Dimensional (3D) Graphs [PDF] 摘要

2. A Novel Nudity Detection Algorithm for Web and Mobile Application Development [PDF] 摘要

3. Fast and automated biomarker detection in breath samples with machine learning [PDF] 摘要

4. SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors [PDF] 摘要

5. Channel Distillation: Channel-Wise Attention for Knowledge Distillation [PDF] 摘要

6. Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields [PDF] 摘要

7. Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge [PDF] 摘要

8. A Multi-Task Comparator Framework for Kinship Verification [PDF] 摘要

9. CNNs on Surfaces using Rotation-Equivariant Features [PDF] 摘要

10. Studying The Effect of MIL Pooling Filters on MIL Tasks [PDF] 摘要

11. Channel Attention based Iterative Residual Learning for Depth Map Super-Resolution [PDF] 摘要

12. Recapture as You Want [PDF] 摘要

13. Distribution Aligned Multimodal and Multi-Domain Image Stylization [PDF] 摘要

14. Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining [PDF] 摘要

15. Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods [PDF] 摘要

16. Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses [PDF] 摘要

17. Transfoming Multi-Concept Attention into Video Summarization [PDF] 摘要

18. A heterogeneous branch and multi-level classification network for person re-identification [PDF] 摘要

19. Two-hand Global 3D Pose Estimation Using Monocular RGB [PDF] 摘要

20. Multi-view Deep Features for Robust Facial Kinship Verification [PDF] 摘要

21. Learning to Detect 3D Objects from Point Clouds in Real Time [PDF] 摘要

22. BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach [PDF] 摘要

23. An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture [PDF] 摘要

24. High-quality Panorama Stitching based on Asymmetric Bidirectional Optical Flow [PDF] 摘要

25. Fast and accurate aberration estimation from 3D bead images using convolutional neural networks [PDF] 摘要

26. Object-Independent Human-to-Robot Handovers using Real Time Robotic Vision [PDF] 摘要

27. Shapley Value as Principled Metric for Structured Network Pruning [PDF] 摘要

28. AnalogNet: Convolutional Neural Network Inference on Analog Focal Plane Sensor Processors [PDF] 摘要

29. A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks [PDF] 摘要

30. Variational Inference and Learning of Piecewise-linear Dynamical Systems [PDF] 摘要

31. A Review on End-To-End Methods for Brain Tumor Segmentation and Overall Survival Prediction [PDF] 摘要

32. Perturbation Analysis of Gradient-based Adversarial Attacks [PDF] 摘要

33. CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification [PDF] 摘要

34. Learning to do multiframe blind deconvolution unsupervisedly [PDF] 摘要

35. COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images [PDF] 摘要

36. Exploring the role of Input and Output Layers of a Deep Neural Network in Adversarial Defense [PDF] 摘要

37. Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging [PDF] 摘要

38. Eye Movements Biometrics: A Bibliometric Analysis from 2004 to 2019 [PDF] 摘要

39. Fusion of Real Time Thermal Image and 1D/2D/3D Depth Laser Readings for Remote Thermal Sensing in Industrial Plants by Means of UAVs and/or Robots [PDF] 摘要

40. A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial [PDF] 摘要

41. BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-06-03

发表于 2020-06-03 分类于 arxiv ， CL 50k 1:23

目录

1. Web Document Categorization Using Naive Bayes Classifier and Latent Semantic Analysis [PDF] 摘要

2. DiscSense: Automated Semantic Analysis of Discourse Markers [PDF] 摘要

3. Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders [PDF] 摘要

4. A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss [PDF] 摘要

5. Exploring Cross-sentence Contexts for Named Entity Recognition with BERT [PDF] 摘要

6. A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking [PDF] 摘要

7. WikiBERT models: deep transfer learning for many languages [PDF] 摘要

8. Situated and Interactive Multimodal Conversations [PDF] 摘要

9. An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events [PDF] 摘要

10. BERT Based Multilingual Machine Comprehension in English and Hindi [PDF] 摘要

11. Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer [PDF] 摘要

12. Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data [PDF] 摘要

13. Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition [PDF] 摘要

14. A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension [PDF] 摘要

15. A Survey of Neural Networks and Formal Languages [PDF] 摘要

16. Context-based Transformer Models for Answer Sentence Selection [PDF] 摘要

17. Leveraging Affective Bidirectional Transformers for Offensive Language Detection [PDF] 摘要

18. An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results [PDF] 摘要

19. BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text [PDF] 摘要

20. Do All Good Actors Look The Same? Exploring News Veracity Detection Across The U.S. and The U.K [PDF] 摘要

21. The 'Letter' Distribution in the Chinese Language [PDF] 摘要

22. Learning Constraints for Structured Prediction Using Rectifier Networks [PDF] 摘要

23. Automatic Discovery of Novel Intents & Domains from Text Utterances [PDF] 摘要

24. Word-Emoji Embeddings from large scale Messaging Data reflect real-world Semantic Associations of Expressive Icons [PDF] 摘要

25. A Thousand Words are Worth More Than One Recording: NLP Based Speaker Change Point Detection [PDF] 摘要

26. CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-artNLP Deep Learning Architectures on Commonsense Reasoning Task [PDF] 摘要

27. Automatic Dialogic Instruction Detection for K-12 Online One-on-one Classes [PDF] 摘要

28. Hybrid Improved Document-level Embedding (HIDE) [PDF] 摘要

29. An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features [PDF] 摘要

30. Lexical Normalization for Code-switched Data and its Effect on POS-tagging [PDF] 摘要

31. Neural Speaker Diarization with Speaker-Wise Chain Rule [PDF] 摘要

32. Relational Learning Analysis of Social Politics using Knowledge Graph Embedding [PDF] 摘要

33. Question Answering on Scholarly Knowledge Graphs [PDF] 摘要

34. NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-06-02

发表于 2020-06-02 分类于 arxiv ， CV 128k 3:33

目录

1. DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera [PDF] 摘要

2. Deep Generation of Face Images from Sketches [PDF] 摘要

3. A Smooth Representation of Belief over SO(3) for Deep Rotation Learning with Uncertainty [PDF] 摘要

4. GoodPoint: unsupervised learning of keypoint detection and description [PDF] 摘要

5. One Versus all for deep Neural Network Incertitude (OVNNI) quantification [PDF] 摘要

6. Multimodal grid features and cell pointers for Scene Text Visual Question Answering [PDF] 摘要

7. Implementing AI-powered semantic character recognition in motor racing sports [PDF] 摘要

8. Bi-directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification [PDF] 摘要

9. 3D Lidar Mapping Relative Accuracy Automatic Evaluation Algorithm [PDF] 摘要

10. LFTag: A Scalable Visual Fiducial System with Low Spatial Frequency [PDF] 摘要

11. Multi-scale Cloud Detection in Remote Sensing Images using a Dual Convolutional Neural Network [PDF] 摘要

12. Temporal Aggregate Representations for Long Term Video Understanding [PDF] 摘要

13. Thermal Object Detection using Domain Adaptation through Style Consistency [PDF] 摘要

14. Real-Time Face and Landmark Localization for Eyeblink Detection [PDF] 摘要

15. Foreground-aware Semantic Representations for Image Harmonization [PDF] 摘要

16. Transcription-Enriched Joint Embeddings for Spoken Descriptions of Images and Videos [PDF] 摘要

17. Structured Multimodal Attentions for TextVQA [PDF] 摘要

18. Global Distance-distributions Separation for Unsupervised Person Re-identification [PDF] 摘要

19. DeepMark++: CenterNet-based Clothing Detection [PDF] 摘要

20. Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based Framework [PDF] 摘要

21. Review on 3D Lidar Localization for Autonomous Driving Cars [PDF] 摘要

22. Automatic Building and Labeling of HD Maps with Deep Learning [PDF] 摘要

23. In the Eye of the Beholder: Gaze and Actions in First Person Video [PDF] 摘要

24. A General-Purpose Dehazing Algorithm based on Local Contrast Enhancement Approaches [PDF] 摘要

25. Face Authentication from Grayscale Coded Light Field [PDF] 摘要

26. Exemplar-based Generative Facial Editing [PDF] 摘要

27. End-to-End Change Detection for High Resolution Drone Images with GAN Architecture [PDF] 摘要

28. Modified Segmentation Algorithm for Recognition of Older Geez Scripts Written on Vellum [PDF] 摘要

29. Fast Enhancement for Non-Uniform Illumination Images using Light-weight CNNs [PDF] 摘要

30. EBBINNOT: A Hardware Efficient Hybrid Event-Frame Tracker for Stationary Neuromorphic Vision Sensors [PDF] 摘要

31. Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning [PDF] 摘要

32. Entropy Decision Fusion for Smartphone Sensor based Human Activity Recognition [PDF] 摘要

33. Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks [PDF] 摘要

34. Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications [PDF] 摘要

35. SDCT-AuxNet$^θ$: DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis [PDF] 摘要

36. Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation [PDF] 摘要

37. Positron Emission Tomography (PET) image enhancement using a gradient vector orientation based nonlinear diffusion filter (GVOF) for accurate quantitation of radioactivity concentration [PDF] 摘要

38. Is Depth Really Necessary for Salient Object Detection? [PDF] 摘要

39. Web page classification with Google Image Search results [PDF] 摘要

40. Self-adaptive Re-weighted Adversarial Domain Adaptation [PDF] 摘要

41. Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts [PDF] 摘要

42. Attention-Guided Discriminative Region Localization for Bone Age Assessment [PDF] 摘要

43. OPAL-Net: A Generative Model for Part-based Object Layout Generation [PDF] 摘要

44. An Efficient Planar Bundle Adjustment Algorithm [PDF] 摘要

45. When2com: Multi-Agent Perception via Communication Graph Grouping [PDF] 摘要

46. Retrieval of Family Members Using Siamese Neural Network [PDF] 摘要

47. Joint Person Objectness and Repulsion for Person Search [PDF] 摘要

48. Challenge report: Recognizing Families In the Wild Data Challenge [PDF] 摘要

49. Deep Fusion Siamese Network for Automatic Kinship Verification [PDF] 摘要

50. Automated Neuron Shape Analysis from Electron Microscopy [PDF] 摘要

51. Anatomical Predictions using Subject-Specific Medical Data [PDF] 摘要

52. Automated Measurements of Key Morphological Features of Human Embryos for IVF [PDF] 摘要

53. Assessing the validity of saliency maps for abnormality localization in medical imaging [PDF] 摘要

54. PlenoptiSign: an optical design tool for plenoptic imaging [PDF] 摘要

55. An Online Platform for Automatic Skull Defect Restoration and Cranial Implant Design [PDF] 摘要

56. Reducing the X-ray radiation exposure frequency in cardio-angiography via deep-learning based video interpolation [PDF] 摘要

57. Residual Squeeze-and-Excitation Network for Fast Image Deraining [PDF] 摘要

58. Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methods in a small dataset [PDF] 摘要

59. Using Generative Models for Pediatric wbMRI [PDF] 摘要

60. A multimodal approach for multi-label movie genre classification [PDF] 摘要

61. Limited-angle CT reconstruction via the L1/L2 minimization [PDF] 摘要

62. Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos [PDF] 摘要

63. Pseudo-Representation Labeling Semi-Supervised Learning [PDF] 摘要

64. DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation [PDF] 摘要

65. Probabilistic self-learning framework for Low-dose CT Denoising [PDF] 摘要

66. Reconstructing undersampled photoacoustic microscopy images using deep learning [PDF] 摘要

67. Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation [PDF] 摘要

68. The global information for land cover classification by dual-branch deep learning [PDF] 摘要

69. Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction [PDF] 摘要

70. Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network [PDF] 摘要

71. MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction [PDF] 摘要

72. Overview of Scanner Invariant Representations [PDF] 摘要

73. Approximating the Ideal Observer for joint signal detection and localization tasks by use of supervised learning methods [PDF] 摘要

74. Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms [PDF] 摘要

75. Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function [PDF] 摘要

76. Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data [PDF] 摘要

77. Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study [PDF] 摘要

78. Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving [PDF] 摘要

79. Applying the Decisiveness and Robustness Metrics to Convolutional Neural Networks [PDF] 摘要

80. Learning stochastic object models from medical imaging measurements using Progressively-Growing AmbientGANs [PDF] 摘要

81. Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks [PDF] 摘要

82. Image Restoration from Parametric Transformations using Generative Models [PDF] 摘要

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