【arxiv论文】 Computation and Language 2020-09-30

发表于 2020-09-30 分类于 arxiv ， CL 44k 1:13

目录

1. Contrastive Distillation on Intermediate Representations for Language Model Compression [PDF] 摘要

2. Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank [PDF] 摘要

3. A Survey on Semantic Parsing from the perspective of Compositionality [PDF] 摘要

4. Improving Low Compute Language Modeling with In-Domain Embedding Initialisation [PDF] 摘要

5. Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model [PDF] 摘要

6. Neural Topic Modeling by Incorporating Document Relationship Graph [PDF] 摘要

7. Neural Topic Modeling with Cycle-Consistent Adversarial Training [PDF] 摘要

8. Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models [PDF] 摘要

9. Aligning Intraobserver Agreement by Transitivity [PDF] 摘要

10. Utterance-level Dialogue Understanding: An Empirical Study [PDF] 摘要

11. Sequence-to-Sequence Learning for Indonesian Automatic Question Generator [PDF] 摘要

12. Utility is in the Eye of the User: A Critique of NLP Leaderboards [PDF] 摘要

13. Fake News Spreader Detection on Twitter using Character N-Grams. Notebook for PAN at CLEF 2020 [PDF] 摘要

14. GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing [PDF] 摘要

15. HINT3: Raising the bar for Intent Detection in the Wild [PDF] 摘要

16. SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery [PDF] 摘要

17. A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation [PDF] 摘要

18. Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation [PDF] 摘要

19. Double Graph Based Reasoning for Document-level Relation Extraction [PDF] 摘要

20. Leader: Prefixing a Length for Faster Word Vector Serialization [PDF] 摘要

21. Improve Transformer Models with Better Relative Position Embeddings [PDF] 摘要

22. Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems [PDF] 摘要

23. Conversational Semantic Parsing [PDF] 摘要

24. Visual Pivoting for (Unsupervised) Entity Alignment [PDF] 摘要

25. Non-Pharmaceutical Intervention Discovery with Topic Modeling [PDF] 摘要

26. DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue [PDF] 摘要

27. The design and implementation of Language Learning Chatbot with XAI using Ontology and Transfer Learning [PDF] 摘要

28. EEMC: Embedding Enhanced Multi-tag Classification [PDF] 摘要

29. Adversarial Attacks Against Deep Learning Systems for ICD-9 Code Assignment [PDF] 摘要

30. VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training [PDF] 摘要

31. Joint Spatio-Textual Reasoning for Answering Tourism Questions [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-29

发表于 2020-09-29 分类于 arxiv ， CV 169k 4:42

目录

1. Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languages [PDF] 摘要

2. A complete character recognition and transliteration technique for Devanagari script [PDF] 摘要

3. ConvSequential-SLAM: A Sequence-based, Training-less Visual Place Recognition Technique for Changing Environments [PDF] 摘要

4. Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine [PDF] 摘要

5. Learning to Detect Objects with a 1 Megapixel Event Camera [PDF] 摘要

6. A Study on Lip Localization Techniques used for Lip reading from a Video [PDF] 摘要

7. CAT STREET: Chronicle Archive of Tokyo Street-fashion [PDF] 摘要

8. RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification [PDF] 摘要

9. Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation [PDF] 摘要

10. Weakly Supervised Deep Functional Map for Shape Matching [PDF] 摘要

11. Addressing Class Imbalance in Scene Graph Parsing by Learning to Contrast and Score [PDF] 摘要

12. EvolGAN: Evolutionary Generative Adversarial Networks [PDF] 摘要

13. Cuid: A new study of perceived image quality and its subjective assessment [PDF] 摘要

14. The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances [PDF] 摘要

15. Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification [PDF] 摘要

16. Learning to Adapt Multi-View Stereo by Self-Supervision [PDF] 摘要

17. Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm [PDF] 摘要

18. Texture Memory-Augmented Deep Patch-Based Image Inpainting [PDF] 摘要

19. Video Face Recognition System: RetinaFace-mnet-faster and Secondary Search [PDF] 摘要

20. Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion [PDF] 摘要

21. Segmentation and Analysis of a Sketched Truss Frame Using Morphological Image Processing Techniques [PDF] 摘要

22. Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution [PDF] 摘要

23. RRPN++: Guidance Towards More Accurate Scene Text Detection [PDF] 摘要

24. Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation [PDF] 摘要

25. NITI: Training Integer Neural Networks Using Integer-only Arithmetic [PDF] 摘要

26. PERF-Net: Pose Empowered RGB-Flow Net [PDF] 摘要

27. Distribution Matching for Crowd Counting [PDF] 摘要

28. Semi-Supervised Image Deraining using Gaussian Processes [PDF] 摘要

29. Rotated Binary Neural Network [PDF] 摘要

30. Event-based Action Recognition Using Timestamp Image Encoding Network [PDF] 摘要

31. Kernel Based Progressive Distillation for Adder Neural Networks [PDF] 摘要

32. Concentrated Multi-Grained Multi-Attention Network for Video Based Person Re-Identification [PDF] 摘要

33. Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect [PDF] 摘要

34. AIM 2020 Challenge on Video Temporal Super-Resolution [PDF] 摘要

35. Recognition and Synthesis of Object Transport Motion [PDF] 摘要

36. Human-Object Interaction Detection:A Quick Survey and Examination of Methods [PDF] 摘要

37. A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time [PDF] 摘要

38. Two-stream Encoder-Decoder Network for Localizing Image Forgeries [PDF] 摘要

39. Virtual Experience to Real World Application: Sidewalk Obstacle Avoidance Using Reinforcement Learning for Visually Impaired [PDF] 摘要

40. Adaptive confidence thresholding for semi-supervised monocular depth estimation [PDF] 摘要

41. Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization [PDF] 摘要

42. AIM 2020: Scene Relighting and Illumination Estimation Challenge [PDF] 摘要

43. Semi-Supervised Learning for In-Game Expert-Level Music-to-Dance Translation [PDF] 摘要

44. Handwriting Prediction Considering Inter-Class Bifurcation Structures [PDF] 摘要

45. MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence Microscopy [PDF] 摘要

46. I Like to Move It: 6D Pose Estimation as an Action Decision Process [PDF] 摘要

47. Enhancing a Neurocognitive Shared Visuomotor Model for Object Identification, Localization, and Grasping With Learning From Auxiliary Tasks [PDF] 摘要

48. Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks [PDF] 摘要

49. Interactive White Balancing for Camera-Rendered Images [PDF] 摘要

50. Grasp Proposal Networks: An End-to-End Solution for Visual Learning of Robotic Grasps [PDF] 摘要

51. Few-shot Object Detection with Self-adaptive Attention Network for Remote Sensing Images [PDF] 摘要

52. A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition [PDF] 摘要

53. DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution [PDF] 摘要

54. Affinity Space Adaptation for Semantic Segmentation Across Domains [PDF] 摘要

55. Causal Intervention for Weakly-Supervised Semantic Segmentation [PDF] 摘要

56. A light-weight method to foster the (Grad)CAM interpretability and explainability of classification networks [PDF] 摘要

57. Neural Twins Talk [PDF] 摘要

58. Dense-View GEIs Set: View Space Covering for Gait Recognition based on Dense-View GAN [PDF] 摘要

59. Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion [PDF] 摘要

60. SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation [PDF] 摘要

61. Online Learnable Keyframe Extraction in Videos and its Application with Semantic Word Vector in Action Recognition [PDF] 摘要

62. Towards General Purpose and Geometry Preserving Single-View Depth Estimation [PDF] 摘要

63. Graph Adversarial Networks: Protecting Information against Adversarial Attacks [PDF] 摘要

64. EIS -- a family of activation functions combining Exponential, ISRU, and Softplus [PDF] 摘要

65. The Smart Parking Management System [PDF] 摘要

66. Group Whitening: Balancing Learning Efficiency and Representational Capacity [PDF] 摘要

67. AI Progress in Skin Lesion Analysis [PDF] 摘要

68. High-throughput molecular imaging via deep learning enabled Raman spectroscopy [PDF] 摘要

69. Characterization of Covid-19 Dataset using Complex Networks and Image Processing [PDF] 摘要

70. Scalable Transfer Learning with Expert Models [PDF] 摘要

71. Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint [PDF] 摘要

72. Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning [PDF] 摘要

73. Amodal 3D Reconstruction for Robotic Manipulation via Stability and Connectivity [PDF] 摘要

74. Medical Image Segmentation Using Deep Learning: A Survey [PDF] 摘要

75. Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network [PDF] 摘要

76. Visual Steering for One-Shot Deep Neural Network Synthesis [PDF] 摘要

77. Interventional Few-Shot Learning [PDF] 摘要

78. Sparse-data based 3D surface reconstruction with vector matching [PDF] 摘要

79. VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection [PDF] 摘要

80. Classification and understanding of cloud structures via satellite images with EfficientUNet [PDF] 摘要

81. Learning to Improve Image Compression without Changing the Standard Decoder [PDF] 摘要

82. Interaction-Based Trajectory Prediction Over a Hybrid Traffic Graph [PDF] 摘要

83. ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation [PDF] 摘要

84. Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering [PDF] 摘要

85. Normalization Techniques in Training DNNs: Methodology, Analysis and Application [PDF] 摘要

86. Agile Reactive Navigation for A Non-Holonomic Mobile Robot Using A Pixel Processor Array [PDF] 摘要

87. Hierarchical Deep Multi-modal Network for Medical Visual Question Answering [PDF] 摘要

88. Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model [PDF] 摘要

89. COVID-19 Infection Map Generation and Detection from Chest X-Ray Images [PDF] 摘要

90. Quantitative and Qualitative Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis [PDF] 摘要

91. Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis [PDF] 摘要

92. Potential Features of ICU Admission in X-ray Images of COVID-19 Patients [PDF] 摘要

93. Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks [PDF] 摘要

94. Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution [PDF] 摘要

95. Unsupervised Model Adaptation for Continual Semantic Segmentation [PDF] 摘要

96. Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN [PDF] 摘要

97. Enhanced 3D Myocardial Strain Estimation from Multi-View 2D CMR Imaging [PDF] 摘要

98. Blind Image Super-Resolution with Spatial Context Hallucination [PDF] 摘要

99. Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning [PDF] 摘要

100. Deep Artifact-Free Residual Network for Single Image Super-Resolution [PDF] 摘要

101. SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-09-29

发表于 2020-09-29 分类于 arxiv ， CL 86k 2:24

目录

1. PIN: A Novel Parallel Interactive Network for Spoken Language Understanding [PDF] 摘要

2. Injecting Entity Types into Entity-Guided Text Generation [PDF] 摘要

3. Aspects of Terminological and Named Entity Knowledge within Rule-Based Machine Translation Models for Under-Resourced Neural Machine Translation Scenarios [PDF] 摘要

4. Transformers Are Better Than Humans at Identifying Generated Text [PDF] 摘要

5. Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus [PDF] 摘要

6. Reducing Quantity Hallucinations in Abstractive Summarization [PDF] 摘要

7. Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network [PDF] 摘要

8. A Diagnostic Study of Explainability Techniques for Text Classification [PDF] 摘要

9. Pchatbot: A Large-Scale Dataset for Personalized Chatbot [PDF] 摘要

10. Graph-based Multi-hop Reasoning for Long Text Generation [PDF] 摘要

11. Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules [PDF] 摘要

12. Augmented Natural Language for Generative Sequence Labeling [PDF] 摘要

13. Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation [PDF] 摘要

14. Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models [PDF] 摘要

15. Knowledge-Aware Procedural Text Understanding with Multi-Stage Training [PDF] 摘要

16. Incomplete Utterance Rewriting as Semantic Segmentation [PDF] 摘要

17. Generative latent neural models for automatic word alignment [PDF] 摘要

18. Neural Baselines for Word Alignment [PDF] 摘要

19. Deep Transformers with Latent Depth [PDF] 摘要

20. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams [PDF] 摘要

21. Reactive Supervision: A New Method for Collecting Sarcasm Data [PDF] 摘要

22. A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese [PDF] 摘要

23. Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning [PDF] 摘要

24. SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval [PDF] 摘要

25. Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction [PDF] 摘要

26. Unsupervised Pre-training for Biomedical Question Answering [PDF] 摘要

27. What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties [PDF] 摘要

28. TernaryBERT: Distillation-aware Ultra-low Bit BERT [PDF] 摘要

29. Hierarchical Deep Multi-modal Network for Medical Visual Question Answering [PDF] 摘要

30. Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions [PDF] 摘要

31. Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval [PDF] 摘要

32. Modeling Topical Relevance for Multi-Turn Dialogue Generation [PDF] 摘要

33. Multi-timescale representation learning in LSTM Language Models [PDF] 摘要

34. A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution [PDF] 摘要

35. Stylized Dialogue Response Generation Using Stylized Unpaired Texts [PDF] 摘要

36. Local and non-local dependency learning and emergence of rule-like representations in speech data by Deep Convolutional Generative Adversarial Networks [PDF] 摘要

37. Neural Proof Nets [PDF] 摘要

38. Techniques to Improve Q&A Accuracy with Transformer-based models on Large Complex Documents [PDF] 摘要

39. Clustering-based Unsupervised Generative Relation Extraction [PDF] 摘要

40. KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning [PDF] 摘要

41. Recurrent Inference in Text Editing [PDF] 摘要

42. DWIE: an entity-centric dataset for multi-task document-level information extraction [PDF] 摘要

43. Automatic Arabic Dialect Identification Systems for Written Texts: A Survey [PDF] 摘要

44. ARPA: Armenian Paraphrase Detection Corpus and Models [PDF] 摘要

45. Metaphor Detection using Deep Contextualized Word Embeddings [PDF] 摘要

46. Topic-Aware Multi-turn Dialogue Modeling [PDF] 摘要

47. iNLTK: Natural Language Toolkit for Indic Languages [PDF] 摘要

48. QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings [PDF] 摘要

49. Learning to Plan and Realize Separately for Open-Ended Dialogue Systems [PDF] 摘要

50. Modeling Dyadic Conversations for Personality Inference [PDF] 摘要

51. BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context [PDF] 摘要

52. XTE: Explainable Text Entailment [PDF] 摘要

53. Hierarchical Sparse Variational Autoencoder for Text Encoding [PDF] 摘要

54. Visually Grounded Compound PCFGs [PDF] 摘要

55. RecoBERT: A Catalog Language Model for Text-Based Recommendations [PDF] 摘要

56. BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes [PDF] 摘要

57. Visual Exploration and Knowledge Discovery from Biomedical Dark Data [PDF] 摘要

58. Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-25

发表于 2020-09-25 更新于 2020-09-27 分类于 arxiv ， CV 46k 1:17

目录

1. Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection [PDF] 摘要

2. Attribute Propagation Network for Graph Zero-shot Learning [PDF] 摘要

3. Heuristics based Mosaic of Social-Sensor Services for Scene Reconstruction [PDF] 摘要

4. Cloud Cover Nowcasting with Deep Learning [PDF] 摘要

5. Local Context Attention for Salient Object Segmentation [PDF] 摘要

6. Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification [PDF] 摘要

7. Multi-Scale Profiling of Brain Multigraphs by Eigen-based Cross-Diffusion and Heat Tracing for Brain State Profiling [PDF] 摘要

8. MimicDet: Bridging the Gap Between One-Stage and Two-Stage Object Detection [PDF] 摘要

9. Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups [PDF] 摘要

10. BWCFace: Open-set Face Recognition using Body-worn Camera [PDF] 摘要

11. 3D Object Localization Using 2D Estimates for Computer Vision Applications [PDF] 摘要

12. Unifying data for fine-grained visual species classification [PDF] 摘要

13. Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks [PDF] 摘要

14. FTN: Foreground-Guided Texture-Focused Person Re-Identification [PDF] 摘要

15. Dense Forecasting of Wildfire Smoke Particulate Matter Using Sparsity Invariant Convolutional Neural Networks [PDF] 摘要

16. Insights on Evaluation of Camera Re-localization Using Relative Pose Regression [PDF] 摘要

17. ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays [PDF] 摘要

18. How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks [PDF] 摘要

19. A Gradient Flow Framework For Analyzing Network Pruning [PDF] 摘要

20. Learning Graph Normalization for Graph Neural Networks [PDF] 摘要

21. Interpreting and Boosting Dropout from a Game-Theoretic View [PDF] 摘要

22. Eye Movement Feature Classification for Soccer Expertise Identification in Virtual Reality [PDF] 摘要

23. Residual Feature Distillation Network for Lightweight Image Super-Resolution [PDF] 摘要

24. Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping [PDF] 摘要

25. Detection of Iterative Adversarial Attacks via Counter Attack [PDF] 摘要

26. Generative Modelling of 3D in-silico Spongiosa with Controllable Micro-Structural Parameters [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-09-25

发表于 2020-09-25 更新于 2020-09-27 分类于 arxiv ， CL 28k 47 分钟

目录

1. Novel Keyword Extraction and Language Detection Approaches [PDF] 摘要

2. Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences [PDF] 摘要

3. Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths [PDF] 摘要

4. Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph [PDF] 摘要

5. N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models [PDF] 摘要

6. Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification [PDF] 摘要

7. Grounded Compositional Outputs for Adaptive Language Modeling [PDF] 摘要

8. Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems [PDF] 摘要

9. AnchiBERT: A Pre-Trained Model for Ancient ChineseLanguage Understanding and Generation [PDF] 摘要

10. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models [PDF] 摘要

11. Task-Oriented Dialogue as Dataflow Synthesis [PDF] 摘要

12. Multi-Pass Transformer for Machine Translation [PDF] 摘要

13. ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ) [PDF] 摘要

14. The importance of fillers for text representations of speech transcripts [PDF] 摘要

15. Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining [PDF] 摘要

16. AliMe KG: Domain Knowledge Graph Construction and Application in E-commerce [PDF] 摘要

17. CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation [PDF] 摘要

18. Effects of Word-frequency based Pre- and Post- Processings for Audio Captioning [PDF] 摘要

19. Structure Aware Negative Sampling in Knowledge Graphs [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-24

发表于 2020-09-24 分类于 arxiv ， CV 64k 1:47

目录

1. Augmented Convolutional LSTMs for Generation of High-Resolution Climate Change Projections [PDF] 摘要

2. X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers [PDF] 摘要

3. A Linear Transportation $\mathrm{L}^p$ Distance for Pattern Recognition [PDF] 摘要

4. Interactive Learning for Semantic Segmentation in Earth Observation [PDF] 摘要

5. A Simple Yet Effective Method for Video Temporal Grounding with Cross-Modality Attention [PDF] 摘要

6. Learning Visual Voice Activity Detection with an Automatically Annotated Dataset [PDF] 摘要

7. Label-Efficient Multi-Task Segmentation using Contrastive Learning [PDF] 摘要

8. 2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification [PDF] 摘要

9. Information-Theoretic Visual Explanation for Black-Box Classifiers [PDF] 摘要

10. Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering [PDF] 摘要

11. Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single Observation [PDF] 摘要

12. Multiplexed Illumination for Classifying Visually Similar Objects [PDF] 摘要

13. Differential Viewpoints for Ground Terrain Material Recognition [PDF] 摘要

14. A Sparse Sampling-based framework for Semantic Fast-Forward of First-Person Videos [PDF] 摘要

15. Robust and efficient post-processing for video object detection [PDF] 摘要

16. Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation [PDF] 摘要

17. Few-shot Font Generation with Localized Style Representations and Factorization [PDF] 摘要

18. Generative Model without Prior Distribution Matching [PDF] 摘要

19. What is the Reward for Handwriting? -- Handwriting Generation by Imitation Learning [PDF] 摘要

20. MAFF-Net: Filter False Positive for 3D Vehicle Detection with Multi-modal Adaptive Feature Fusion [PDF] 摘要

21. Exploring global diverse attention via pairwise temporal relation for video summarization [PDF] 摘要

22. Scene Graph to Image Generation with Contextualized Object Layout Refinement [PDF] 摘要

23. CLASS: Cross-Level Attention and Supervision for Salient Objects Detection [PDF] 摘要

24. LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning [PDF] 摘要

25. Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization [PDF] 摘要

26. Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition [PDF] 摘要

27. A Real-time Vision Framework for Pedestrian Behavior Recognition and Intention Prediction at Intersections Using 3D Pose Estimation [PDF] 摘要

28. Angular Luminance for Material Segmentation [PDF] 摘要

29. Kernelized dense layers for facial expression recognition [PDF] 摘要

30. Efficient DWT-based fusion techniques using genetic algorithm for optimal parameter estimation [PDF] 摘要

31. Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification [PDF] 摘要

32. Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning [PDF] 摘要

33. Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks [PDF] 摘要

34. Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer [PDF] 摘要

35. Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI [PDF] 摘要

36. Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging [PDF] 摘要

37. GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes [PDF] 摘要

38. Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound [PDF] 摘要

39. Attention with Multiple Sources Knowledges for COVID-19 from CT Images [PDF] 摘要

40. Learning Non-Unique Segmentation with Reward-Penalty Dice Loss [PDF] 摘要

41. Semantics-Preserving Adversarial Training [PDF] 摘要

42. Pruning Convolutional Filters using Batch Bridgeout [PDF] 摘要

43. Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation [PDF] 摘要

44. Adaptive Debanding Filter [PDF] 摘要

45. Cranial Implant Prediction using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement [PDF] 摘要

46. Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-09-24

发表于 2020-09-24 分类于 arxiv ， CL 35k 58 分钟

目录

1. On the Ability of Self-Attention Networks to Recognize Counter Languages [PDF] 摘要

2. A Token-wise CNN-based Method for Sentence Compression [PDF] 摘要

3. A Comparative Study on Structural and Semantic Properties of Sentence Embeddings [PDF] 摘要

4. Crosslingual Topic Modeling with WikiPDA [PDF] 摘要

5. Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages [PDF] 摘要

6. Hierarchical Pre-training for Sequence Labelling in Spoken Dialog [PDF] 摘要

7. Evolution of Part-of-Speech in Classical Chinese [PDF] 摘要

8. Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer [PDF] 摘要

9. Seq2Edits: Sequence Transduction Using Span-level Edit Operations [PDF] 摘要

10. Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling [PDF] 摘要

11. KoBE: Knowledge-Based Machine Translation Evaluation [PDF] 摘要

12. The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets [PDF] 摘要

13. Exploiting Vietnamese Social Media Characteristics for Textual Emotion Recognition in Vietnamese [PDF] 摘要

14. LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network [PDF] 摘要

15. Controlling Style in Generated Dialogue [PDF] 摘要

16. Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions [PDF] 摘要

17. Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics [PDF] 摘要

18. Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts [PDF] 摘要

19. Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language Identification [PDF] 摘要

20. On Data Augmentation for Extreme Multi-label Classification [PDF] 摘要

21. Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job [PDF] 摘要

22. X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers [PDF] 摘要

23. Cosine Similarity of Multimodal Content Vectors for TV Programmes [PDF] 摘要

24. Text Classification with Novelty Detection [PDF] 摘要

25. Message Passing for Hyper-Relational Knowledge Graphs [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-23

发表于 2020-09-23 分类于 arxiv ， CV 74k 2:04

目录

1. MonoClothCap: Towards Temporally Coherent Clothing Capture from Monocular RGB Video [PDF] 摘要

2. TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks [PDF] 摘要

3. An embedded deep learning system for augmented reality in firefighting applications [PDF] 摘要

4. A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal [PDF] 摘要

5. What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors [PDF] 摘要

6. Whole page recognition of historical handwriting [PDF] 摘要

7. Curriculum Learning with Diversity for Supervised Computer Vision Tasks [PDF] 摘要

8. Detection Of Concrete Cracks using Dual-channel Deep Convolutional Network [PDF] 摘要

9. The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data [PDF] 摘要

10. Heuristic Rank Selection with Progressively Searching Tensor Ring Network [PDF] 摘要

11. Improving Point Cloud Semantic Segmentation by Learning 3D Object Proposal Generation [PDF] 摘要

12. A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch [PDF] 摘要

13. OpenREALM: Real-time Mapping for Unmanned Aerial Vehicles [PDF] 摘要

14. Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction [PDF] 摘要

15. Self-Supervised Learning of Non-Rigid Residual Flow and Ego-Motion [PDF] 摘要

16. Deep N-ary Error Correcting Output Codes [PDF] 摘要

17. Performance Indicator in Multilinear Compressive Learning [PDF] 摘要

18. Frame-wise Cross-modal Match for Video Moment Retrieval [PDF] 摘要

19. Conditional Sequential Modulation for Efficient Global Image Retouching [PDF] 摘要

20. Visual Methods for Sign Language Recognition: A Modality-Based Review [PDF] 摘要

21. Neural Face Models for Example-Based Visual Speech Synthesis [PDF] 摘要

22. SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure [PDF] 摘要

23. Learning Image Labels On-the-fly for Training Robust Classification Models [PDF] 摘要

24. Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss [PDF] 摘要

25. PennSyn2Real: Training Object Recognition Models without Human Labeling [PDF] 摘要

26. Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data [PDF] 摘要

27. Towards image-based automatic meter reading in unconstrained scenarios: A robust and efficient approach [PDF] 摘要

28. Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach [PDF] 摘要

29. Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations [PDF] 摘要

30. Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts [PDF] 摘要

31. Extreme compression of grayscale images [PDF] 摘要

32. Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data [PDF] 摘要

33. Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time [PDF] 摘要

34. Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation [PDF] 摘要

35. CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation [PDF] 摘要

36. EI-MTD:Moving Target Defense for Edge Intelligence against Adversarial Attacks [PDF] 摘要

37. Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning [PDF] 摘要

38. Stochastic Neighbor Embedding with Gaussian and Student-t Distributions: Tutorial and Survey [PDF] 摘要

39. Semantic Workflows and Machine Learning for the Assessment of Carbon Storage by Urban Trees [PDF] 摘要

40. ALICE: Active Learning with Contrastive Natural Language Explanations [PDF] 摘要

41. Survey of explainable machine learning with visual and granular methods beyond quasi-explanations [PDF] 摘要

42. Federated Learning for Computational Pathology on Gigapixel Whole Slide Images [PDF] 摘要

43. Operator-valued formulas for Riemannian Gradient and Hessian and families of tractable metrics in optimization and machine learning [PDF] 摘要

44. CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray Images [PDF] 摘要

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