【arxiv论文】 Computation and Language 2020-09-10

发表于 2020-09-10 分类于 arxiv ， CL 17k 29 分钟

目录

1. On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions [PDF] 摘要

2. Impact of News on the Commodity Market: Dataset and Results [PDF] 摘要

3. Comparative Study of Language Models on Cross-Domain Data with Model Agnostic Explainability [PDF] 摘要

4. Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages [PDF] 摘要

5. Quantifying the Effects of COVID-19 on Mental Health Support Forums [PDF] 摘要

6. Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function [PDF] 摘要

7. Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling [PDF] 摘要

8. Covid-Transformer: Detecting Trending Topics on Twitter Using Universal Sentence Encoder [PDF] 摘要

9. Quantifying the Causal Effects of Conversational Tendencies [PDF] 摘要

10. Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition [PDF] 摘要

11. Brown University at TREC Deep Learning 2019 [PDF] 摘要

12. Combining Determinism and Non-Determinism [PDF] 摘要

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

发表于 2020-09-09 更新于 2020-09-14 分类于 arxiv ， CV 42k 1:11

目录

1. Intraoperative Liver Surface Completion with Graph Convolutional VAE [PDF] 摘要

2. Understanding and Exploiting Dependent Variables with Deep Metric Learning [PDF] 摘要

3. VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network [PDF] 摘要

4. Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors [PDF] 摘要

5. Analysis and Prediction of Deforming 3D Shapes using Oriented Bounding Boxes and LSTM Autoencoders [PDF] 摘要

6. Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective [PDF] 摘要

7. Convolutional Neural Networks for Automatic Detection of Artifacts from Independent Components Represented in Scalp Topographies of EEG Signals [PDF] 摘要

8. Rain rendering for evaluating and improving robustness to bad weather [PDF] 摘要

9. A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification [PDF] 摘要

10. Region Comparison Network for Interpretable Few-shot Image Classification [PDF] 摘要

11. Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning [PDF] 摘要

12. A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models [PDF] 摘要

13. LaSOT: A High-quality Large-scale Single Object Tracking Benchmark [PDF] 摘要

14. ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation [PDF] 摘要

15. Convolution Neural Networks for diagnosing colon and lung cancer histopathological images [PDF] 摘要

16. TanhSoft -- a family of activation functions combining Tanh and Softplus [PDF] 摘要

17. Self-Supervised Scale Recovery for Monocular Depth and Egomotion Estimation [PDF] 摘要

18. Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution [PDF] 摘要

19. GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning [PDF] 摘要

20. Learning more expressive joint distributions in multimodal variational methods [PDF] 摘要

21. Imbalanced Continual Learning with Partitioning Reservoir Sampling [PDF] 摘要

22. Horus: Using Sensor Fusion to Combine Infrastructure and On-board Sensing to Improve Autonomous Vehicle Safety [PDF] 摘要

23. Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method [PDF] 摘要

24. Going deeper with brain morphometry using neural networks [PDF] 摘要

25. Sensors, Safety Models and A System-Level Approach to Safe and Scalable Automated Vehicles [PDF] 摘要

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

发表于 2020-09-09 分类于 arxiv ， CL 11k 19 分钟

目录

1. LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets [PDF] 摘要

2. ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model [PDF] 摘要

3. Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification [PDF] 摘要

4. kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification [PDF] 摘要

5. Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition [PDF] 摘要

6. NLP-CIC at SemEval-2020 Task 9: Analysing sentiment in code-switching language using a simple deep-learning classifier [PDF] 摘要

7. Leam: An Interactive System for In-situ Visual Text Analysis [PDF] 摘要

8. Robust Conversational AI with Grounded Text Generation [PDF] 摘要

9. Generative Language Modeling for Automated Theorem Proving [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-08

发表于 2020-09-08 分类于 arxiv ， CV 97k 2:41

目录

1. Improved Modeling of 3D Shapes with Multi-view Depth Maps [PDF] 摘要

2. A novel action recognition system for smart monitoring of elderly people using Action Pattern Image and Series CNN with transfer learning [PDF] 摘要

3. User-assisted Video Reflection Removal [PDF] 摘要

4. Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents [PDF] 摘要

5. A Review on Near Duplicate Detection of Images using Computer Vision Techniques [PDF] 摘要

6. Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable [PDF] 摘要

7. Improving colonoscopy lesion classification using semi-supervised deep learning [PDF] 摘要

8. Deepfake detection: humans vs. machines [PDF] 摘要

9. Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges [PDF] 摘要

10. Interpretable Deep Multimodal Image Super-Resolution [PDF] 摘要

11. Stem-leaf segmentation and phenotypic trait extraction of maize shoots from three-dimensional point cloud [PDF] 摘要

12. Progressive Bilateral-Context Driven Model for Post-Processing Person Re-Identification [PDF] 摘要

13. Uncertainty Inspired RGB-D Saliency Detection [PDF] 摘要

14. A Light-Weight Object Detection Framework with FPA Module for Optical Remote Sensing Imagery [PDF] 摘要

15. Visual Sentiment Analysis from Disaster Images in Social Media [PDF] 摘要

16. Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking [PDF] 摘要

17. Light Field View Synthesis via Aperture Flow and Propagation Confidence Map [PDF] 摘要

18. Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts [PDF] 摘要

19. DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution [PDF] 摘要

20. Quantifying Explainability of Saliency Methods in Deep Neural Networks [PDF] 摘要

21. Benchmarking off-the-shelf statistical shape modeling tools in clinical applications [PDF] 摘要

22. Frontier Detection and Reachability Analysis for Efficient 2D Graph-SLAM Based Active Exploration [PDF] 摘要

23. Channel-wise Alignment for Adaptive Object Detection [PDF] 摘要

24. 3D Room Layout Estimation Beyond the Manhattan World Assumption [PDF] 摘要

25. Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation [PDF] 摘要

26. MFL_COVID19: Quantifying Country-based Factors affecting Case Fatality Rate in Early Phase of COVID-19 Epidemic via Regularised Multi-task Feature Learning [PDF] 摘要

27. TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer [PDF] 摘要

28. Deep Longitudinal Modeling of Infant Cortical Surfaces [PDF] 摘要

29. DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation [PDF] 摘要

30. Efficient Pedestrian Detection in Top-View Fisheye Images Using Compositions of Perspective View Patches [PDF] 摘要

31. Approaches, Challenges, and Applications for Deep Visual Odometry: Toward to Complicated and Emerging Areas [PDF] 摘要

32. A Genetic Feature Selection Based Two-stream Neural Network for Anger Veracity Recognition [PDF] 摘要

33. Deep Sparse Light Field Refocusing [PDF] 摘要

34. Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT [PDF] 摘要

35. Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorability [PDF] 摘要

36. An Efficient Technique for Image Captioning using Deep Neural Network [PDF] 摘要

37. Visual Object Tracking by Segmentation with Graph Convolutional Network [PDF] 摘要

38. Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network [PDF] 摘要

39. Reverse-engineering Bar Charts Using Neural Networks [PDF] 摘要

40. Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks [PDF] 摘要

41. User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation [PDF] 摘要

42. GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder [PDF] 摘要

43. Player Identification in Hockey Broadcast Videos [PDF] 摘要

44. Explanation of Unintended Radiated Emission Classification via LIME [PDF] 摘要

45. Video Moment Retrieval via Natural Language Queries [PDF] 摘要

46. A Deep Learning Approach to Tongue Detection for Pediatric Population [PDF] 摘要

47. Class Interference Regularization [PDF] 摘要

48. ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution [PDF] 摘要

49. Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning [PDF] 摘要

50. End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences [PDF] 摘要

51. Implicit Multidimensional Projection of Local Subspaces [PDF] 摘要

52. A New Screening Method for COVID-19 based on Ocular Feature Recognition by Machine Learning Tools [PDF] 摘要

53. Localization and classification of intracranialhemorrhages in CT data [PDF] 摘要

54. Towards learned optimal q-space sampling in diffusion MRI [PDF] 摘要

55. The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net [PDF] 摘要

56. Perfusion Imaging: A Data Assimilation Approach [PDF] 摘要

57. Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction [PDF] 摘要

58. Deep Learning for Automatic Spleen Length Measurement in Sickle Cell Disease Patients [PDF] 摘要

59. Semi-supervised Pathology Segmentation with Disentangled Representations [PDF] 摘要

60. CLEANN: Accelerated Trojan Shield for Embedded Neural Networks [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-09-08

发表于 2020-09-08 分类于 arxiv ， CL 41k 1:09

目录

1. COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules [PDF] 摘要

2. Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity [PDF] 摘要

3. Robust Spoken Language Understanding with RL-based Value Error Recovery [PDF] 摘要

4. Uncovering the Corona Virus Map Using Deep Entities and Relationship Models [PDF] 摘要

5. TorchKGE: Knowledge Graph Embedding in Python and PyTorch [PDF] 摘要

6. UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network [PDF] 摘要

7. Team Alex at CLEF CheckThat! 2020: Identifying Check-Worthy Tweets With Transformer Models [PDF] 摘要

8. TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis [PDF] 摘要

9. E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce [PDF] 摘要

10. Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines [PDF] 摘要

11. UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning [PDF] 摘要

12. UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis [PDF] 摘要

13. Romanian Diacritics Restoration Using Recurrent Neural Networks [PDF] 摘要

14. SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles [PDF] 摘要

15. Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativity [PDF] 摘要

16. BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models [PDF] 摘要

17. Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality [PDF] 摘要

18. QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation system based on ensemble of language model [PDF] 摘要

19. MIDAS at SemEval-2020 Task 10: Emphasis Selection using Label Distribution Learning and Contextual Embeddings [PDF] 摘要

20. Bio-inspired Structure Identification in Language Embeddings [PDF] 摘要

21. Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models [PDF] 摘要

22. Recent Trends in the Use of Deep Learning Models for Grammar Error Handling [PDF] 摘要

23. Measuring Massive Multitask Language Understanding [PDF] 摘要

24. KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition [PDF] 摘要

25. Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding [PDF] 摘要

26. Ambiguity Hierarchy of Regular Infinite Tree Languages [PDF] 摘要

27. Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling [PDF] 摘要

28. Visually Analyzing Contextualized Embeddings [PDF] 摘要

29. Video Moment Retrieval via Natural Language Queries [PDF] 摘要

30. FANG: Leveraging Social Context for Fake News Detection Using Graph Representation [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-07

发表于 2020-09-07 分类于 arxiv ， CV 42k 1:10

目录

1. Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack [PDF] 摘要

2. Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching [PDF] 摘要

3. Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images [PDF] 摘要

4. Imbalanced Image Classification with Complement Cross Entropy [PDF] 摘要

5. Looking for change? Roll the Dice and demand Attention [PDF] 摘要

6. TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator [PDF] 摘要

7. Real-Time Selfie Video Stabilization [PDF] 摘要

8. SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression [PDF] 摘要

9. A Hybrid Deep Learning Model for Arabic Text Recognition [PDF] 摘要

10. Attribute Adaptive Margin Softmax Loss using Privileged Information [PDF] 摘要

11. Compression-aware Continual Learning using Singular Value Decomposition [PDF] 摘要

12. Depth Completion via Inductive Fusion of Planar LIDAR and Monocular Camera [PDF] 摘要

13. A general approach to bridge the reality-gap [PDF] 摘要

14. Improving axial resolution in SIM using deep learning [PDF] 摘要

15. SketchPatch: Sketch Stylization via Seamless Patch-level Synthesis [PDF] 摘要

16. Dual Precision Deep Neural Network [PDF] 摘要

17. Naive Artificial Intelligence [PDF] 摘要

18. Improving Self-Organizing Maps with Unsupervised Feature Extraction [PDF] 摘要

19. Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images [PDF] 摘要

20. Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity [PDF] 摘要

21. S3NAS: Fast NPU-aware Neural Architecture Search Methodology [PDF] 摘要

22. Introduction to Medical Image Registration with DeepReg, Between Old and New [PDF] 摘要

23. The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models [PDF] 摘要

24. Federated Learning for Breast Density Classification: A Real-World Implementation [PDF] 摘要

25. ESMFL: Efficient and Secure Models for Federated Learning [PDF] 摘要

26. Mutual Teaching for Graph Convolutional Networks [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-09-07

发表于 2020-09-07 分类于 arxiv ， CL 14k 24 分钟

目录

1. KILT: a Benchmark for Knowledge Intensive Language Tasks [PDF] 摘要

2. Going Beyond T-SNE: Exposing \texttt{whatlies} in Text Embeddings [PDF] 摘要

3. Linguistically inspired morphological inflection with a sequence to sequence model [PDF] 摘要

4. AutoTrans: Automating Transformer Design via Reinforced Architecture Search [PDF] 摘要

5. Dynamic Context-guided Capsule Network for Multimodal Machine Translation [PDF] 摘要

6. A Comprehensive Analysis of Information Leakage in Deep Transfer Learning [PDF] 摘要

7. Data Readiness for Natural Language Processing [PDF] 摘要

8. A Hybrid Deep Learning Model for Arabic Text Recognition [PDF] 摘要

9. CoNCRA: A Convolutional Neural Network Code Retrieval Approach [PDF] 摘要

10. Multi-Perspective Semantic Information Retrieval [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-09-04

发表于 2020-09-04 更新于 2020-09-05 分类于 arxiv ， CV 67k 1:52

目录

1. Flow-edge Guided Video Completion [PDF] 摘要

2. Computational Analysis of Deformable Manifolds: from Geometric Modelling to Deep Learning [PDF] 摘要

3. Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild [PDF] 摘要

4. MIPGAN -- Generating Robust and High QualityMorph Attacks Using Identity Prior Driven GAN [PDF] 摘要

5. Multi-Loss Weighting with Coefficient of Variations [PDF] 摘要

6. Future Frame Prediction of a Video Sequence [PDF] 摘要

7. Multi-domain semantic segmentation with pyramidal fusion [PDF] 摘要

8. Modification method for single-stage object detectors that allows to exploit the temporal behaviour of a scene to improve detection accuracy [PDF] 摘要

9. Few-shot Object Detection with Feature Attention Highlight Module in Remote Sensing Images [PDF] 摘要

10. SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation [PDF] 摘要

11. Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors [PDF] 摘要

12. DESC: Domain Adaptation for Depth Estimation via Semantic Consistency [PDF] 摘要

13. Auto-Classifier: A Robust Defect Detector Based on an AutoML Head [PDF] 摘要

14. 1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask [PDF] 摘要

15. Physics-based Shading Reconstruction for Intrinsic Image Decomposition [PDF] 摘要

16. A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports [PDF] 摘要

17. TRACE: Transform Aggregate and Compose Visiolinguistic Representations for Image Search with Text Feedback [PDF] 摘要

18. Modeling Global Body Configurations in American Sign Language [PDF] 摘要

19. Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network [PDF] 摘要

20. Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding [PDF] 摘要

21. Tasks Integrated Networks: Joint Detection and Retrieval for Image Search [PDF] 摘要

22. Spatial Transformer Point Convolution [PDF] 摘要

23. Noise-Aware Texture-Preserving Low-Light Enhancement [PDF] 摘要

24. Towards Practical Implementations of Person Re-Identification from Full Video Frames [PDF] 摘要

25. NITES: A Non-Parametric Interpretable Texture Synthesis Method [PDF] 摘要

26. Robust Object Classification Approach using Spherical Harmonics [PDF] 摘要

27. Unsupervised Point Cloud Registration via Salient Points Analysis (SPA) [PDF] 摘要

28. Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation [PDF] 摘要

29. Efficiency in Real-time Webcam Gaze Tracking [PDF] 摘要

30. CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking [PDF] 摘要

31. Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency [PDF] 摘要

32. Software Effort Estimation using parameter tuned Models [PDF] 摘要

33. Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks [PDF] 摘要

34. Multimodal brain tumor classification [PDF] 摘要

35. Detection-Aware Trajectory Generation for a Drone Cinematographer [PDF] 摘要

36. Fundus Image Analysis for Age Related Macular Degeneration: ADAM-2020 Challenge Report [PDF] 摘要

37. TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data [PDF] 摘要

38. TAP-Net: Transport-and-Pack using Reinforcement Learning [PDF] 摘要

39. Dexterous Robotic Grasping with Object-Centric Visual Affordances [PDF] 摘要

40. Real Image Super Resolution Via Heterogeneous Model using GP-NAS [PDF] 摘要

41. An Internal Cluster Validity Index Based on Distance-based Separability Measure [PDF] 摘要

42. When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method [PDF] 摘要

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