0%

目录

1. Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean [PDF] 摘要
2. Refining Implicit Argument Annotation For UCCA [PDF] 摘要
3. Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction [PDF] 摘要
4. CERT: Contrastive Self-supervised Learning for Language Understanding [PDF] 摘要
5. Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types [PDF] 摘要
6. Generating Semantically Valid Adversarial Questions for TableQA [PDF] 摘要
7. GECToR -- Grammatical Error Correction: Tag, Not Rewrite [PDF] 摘要
8. Verification and Validation of Convex Optimization Algorithms for Model Predictive Control [PDF] 摘要
9. A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction [PDF] 摘要
10. Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities [PDF] 摘要
11. What Are People Asking About COVID-19? A Question Classification Dataset [PDF] 摘要
12. ParsBERT: Transformer-based Model for Persian Language Understanding [PDF] 摘要
13. BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection [PDF] 摘要
14. EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading [PDF] 摘要
15. MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources [PDF] 摘要
16. The IMS-CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion [PDF] 摘要
17. The Unreasonable Volatility of Neural Machine Translation Models [PDF] 摘要
18. FT Speech: Danish Parliament Speech Corpus [PDF] 摘要
19. Twitter discussions and concerns about COVID-19 pandemic: Twitter data analysis using a machine learning approach [PDF] 摘要
20. Predicting Entity Popularity to Improve Spoken Entity Recognition by Virtual Assistants [PDF] 摘要
21. Active Imitation Learning with Noisy Guidance [PDF] 摘要
22. Embedding Vector Differences Can Be Aligned With Uncertain Intensional Logic Differences [PDF] 摘要
23. Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement [PDF] 摘要
24. Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems [PDF] 摘要
25. History-Aware Question Answering in a Blocks World Dialogue System [PDF] 摘要
26. Racism is a Virus: Anti-Asian Hate and Counterhate in Social Media during the COVID-19 Crisis [PDF] 摘要
27. Personalized Early Stage Alzheimer's Disease Detection: A Case Study of President Reagan's Speeches [PDF] 摘要
28. Incidental Supervision: Moving beyond Supervised Learning [PDF] 摘要
阅读全文 »

目录

1. Neural Topological SLAM for Visual Navigation [PDF] 摘要
2. Automating the Surveillance of Mosquito Vectors from Trapped Specimens Using Computer Vision Techniques [PDF] 摘要
3. AGVNet: Attention Guided Velocity Learning for 3D Human Motion Prediction [PDF] 摘要
4. Learning to Simulate Dynamic Environments with GameGAN [PDF] 摘要
5. Egocentric Human Segmentation for Mixed Reality [PDF] 摘要
6. Visual Attention: Deep Rare Features [PDF] 摘要
7. A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition [PDF] 摘要
8. A Preliminary Study for Identification of Additive Manufactured Objects with Transmitted Images [PDF] 摘要
9. Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition [PDF] 摘要
10. Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting [PDF] 摘要
11. Visual Localization Using Semantic Segmentation and Depth Prediction [PDF] 摘要
12. Rethinking of Pedestrian Attribute Recognition: Realistic Datasets with Efficient Method [PDF] 摘要
13. Adaptive Adversarial Logits Pairing [PDF] 摘要
14. Recognizing Families through Images with Pretrained Encoder [PDF] 摘要
15. Deep Convolutional Neural Network-based Bernoulli Heatmap for Head Pose Estimation [PDF] 摘要
16. Deep learning approach to describe and classify fungi microscopic images [PDF] 摘要
17. Domain Specific, Semi-Supervised Transfer Learning for Medical Imaging [PDF] 摘要
18. High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling [PDF] 摘要
19. Networks with pixels embedding: a method to improve noise resistance in images classification [PDF] 摘要
20. Benefits of temporal information for appearance-based gaze estimation [PDF] 摘要
21. Master-Auxiliary: an efficient aggregation strategy for video anomaly detection [PDF] 摘要
22. Robust Object Detection under Occlusion with \\Context-Aware CompositionalNets [PDF] 摘要
23. ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds [PDF] 摘要
24. RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images [PDF] 摘要
25. Unsupervised Geometric Disentanglement for Surfaces via CFAN-VAE [PDF] 摘要
26. One-Shot Unsupervised Cross-Domain Detection [PDF] 摘要
27. Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation [PDF] 摘要
28. Hierarchical Feature Embedding for Attribute Recognition [PDF] 摘要
29. Invariant 3D Shape Recognition using Predictive Modular Neural Networks [PDF] 摘要
30. Underwater object detection using Invert Multi-Class Adaboost with deep learning [PDF] 摘要
31. Self-supervised Robust Object Detectors from Partially Labelled datasets [PDF] 摘要
32. ProAlignNet : Unsupervised Learning for Progressively Aligning Noisy Contours [PDF] 摘要
33. AnimGAN: A Spatiotemporally-Conditioned Generative Adversarial Network for Character Animation [PDF] 摘要
34. Self-Training for Domain Adaptive Scene Text Detection [PDF] 摘要
35. Attention-guided Context Feature Pyramid Network for Object Detection [PDF] 摘要
36. Delving into the Imbalance of Positive Proposals in Two-stage Object Detection [PDF] 摘要
37. Learning from Naturalistic Driving Data for Human-like Autonomous Highway Driving [PDF] 摘要
38. Fine-Grain Few-Shot Vision via Domain Knowledge as Hyperspherical Priors [PDF] 摘要
39. S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation [PDF] 摘要
40. Hashing-based Non-Maximum Suppression for Crowded Object Detection [PDF] 摘要
41. Approaching Bio Cellular Classification for Malaria Infected Cells Using Machine Learning and then Deep Learning to compare & analyze K-Nearest Neighbours and Deep CNNs [PDF] 摘要
42. Novel Human-Object Interaction Detection via Adversarial Domain Generalization [PDF] 摘要
43. One of these (Few) Things is Not Like the Others [PDF] 摘要
44. Machine Vision using Diffractive Spectral Encoding [PDF] 摘要
45. Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection [PDF] 摘要
46. Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net [PDF] 摘要
47. Stable and expressive recurrent vision models [PDF] 摘要
48. Attention-based Neural Bag-of-Features Learning for Sequence Data [PDF] 摘要
49. JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans [PDF] 摘要
50. NENET: An Edge Learnable Network for Link Prediction in Scene Text [PDF] 摘要
51. The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile [PDF] 摘要
52. An interpretable automated detection system for FISH-based HER2 oncogene amplification testing in histo-pathological routine images of breast and gastric cancer diagnostics [PDF] 摘要
53. Eye Gaze Controlled Robotic Arm for Persons with SSMI [PDF] 摘要
54. Hyperspectral Image Classification with Attention Aided CNNs [PDF] 摘要
55. Keypoints Localization for Joint Vertebra Detection and Fracture Severity Quantification [PDF] 摘要
56. A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping [PDF] 摘要
57. mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography [PDF] 摘要
58. Bayesian Conditional GAN for MRI Brain Image Synthesis [PDF] 摘要
59. An efficient iterative method for reconstructing surface from point clouds [PDF] 摘要
60. Vision-based control of a knuckle boom crane with online cable length estimation [PDF] 摘要
61. Multi-view Alignment and Generation in CCA via Consistent Latent Encoding [PDF] 摘要
62. A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection [PDF] 摘要
63. Learning Camera Miscalibration Detection [PDF] 摘要
64. PoliteCamera: Respecting Strangers' Privacy in Mobile Photographing [PDF] 摘要
65. MVStylizer: An Efficient Edge-Assisted Video Photorealistic Style Transfer System for Mobile Phones [PDF] 摘要
66. Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study [PDF] 摘要
67. Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI [PDF] 摘要
68. Multi-view polarimetric scattering cloud tomography and retrieval of droplet size [PDF] 摘要
69. SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding [PDF] 摘要
70. Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks [PDF] 摘要
阅读全文 »

目录

1. Demoting Racial Bias in Hate Speech Detection [PDF] 摘要
2. A review of sentiment analysis research in Arabic language [PDF] 摘要
3. AMR quality rating with a lightweight CNN [PDF] 摘要
4. Adapting End-to-End Speech Recognition for Readable Subtitles [PDF] 摘要
5. An Audio-enriched BERT-based Framework for Spoken Multiple-choice Question Answering [PDF] 摘要
6. NILE : Natural Language Inference with Faithful Natural Language Explanations [PDF] 摘要
7. Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding [PDF] 摘要
8. Stable Style Transformer: Delete and Generate Approach with Encoder-Decoder for Text Style Transfer [PDF] 摘要
9. Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour [PDF] 摘要
10. Knowledge Graph Simple Question Answering for Unseen Domains [PDF] 摘要
11. Pointwise Paraphrase Appraisal is Potentially Problematic [PDF] 摘要
12. Deep Learning Models for Automatic Summarization [PDF] 摘要
13. Sentiment Analysis: Detecting Valence, Emotions, and Other Affectual States from Text [PDF] 摘要
14. ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020 [PDF] 摘要
15. Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model [PDF] 摘要
16. How Does That Sound? Multi-Language SpokenName2Vec Algorithm Using Speech Generation and Deep Learning [PDF] 摘要
17. Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers [PDF] 摘要
18. KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension And Generation [PDF] 摘要
19. Adversarial NLI for Factual Correctness in Text Summarisation Models [PDF] 摘要
20. GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning [PDF] 摘要
21. A Novel Distributed Representation of News (DRNews) for Stock Market Predictions [PDF] 摘要
22. When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications [PDF] 摘要
23. Integrated Node Encoder for Labelled Textual Networks [PDF] 摘要
24. MASK: A flexible framework to facilitate de-identification of clinical texts [PDF] 摘要
25. Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge [PDF] 摘要
26. A Question Type Driven and Copy Loss Enhanced Frameworkfor Answer-Agnostic Neural Question Generation [PDF] 摘要
27. Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding [PDF] 摘要
28. From Witch's Shot to Music Making Bones -- Resources for Medical Laymen to Technical Language and Vice Versa [PDF] 摘要
29. Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media [PDF] 摘要
30. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks [PDF] 摘要
31. Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation [PDF] 摘要
32. SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding [PDF] 摘要
33. The Discussion Tracker Corpus of Collaborative Argumentation [PDF] 摘要
34. NENET: An Edge Learnable Network for Link Prediction in Scene Text [PDF] 摘要
35. An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone Modeling [PDF] 摘要
36. Acoustic Word Embedding System for Code-Switching Query-by-example Spoken Term Detection [PDF] 摘要
37. Lite Audio-Visual Speech Enhancement [PDF] 摘要
38. Glottal source estimation robustness: A comparison of sensitivity of voice source estimation techniques [PDF] 摘要
39. COVID-19 Public Opinion and Emotion Monitoring System Based on Time Series Thermal New Word Mining [PDF] 摘要
阅读全文 »

目录

1. From ImageNet to Image Classification: Contextualizing Progress on Benchmarks [PDF] 摘要
2. Convolutional Neural Networks applied to sky images for short-term solar irradiance forecasting [PDF] 摘要
3. Predicting Video features from EEG and Vice versa [PDF] 摘要
4. KL-Divergence-Based Region Proposal Network for Object Detection [PDF] 摘要
5. Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video [PDF] 摘要
6. Deep covariate-learning: optimising information extraction from terrain texture for geostatistical modelling applications [PDF] 摘要
7. A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos [PDF] 摘要
8. Driver Identification through Stochastic Multi-State Car-Following Modeling [PDF] 摘要
9. Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks [PDF] 摘要
10. Polarimetric image augmentation [PDF] 摘要
11. Arbitrary-sized Image Training and Residual Kernel Learning: Towards Image Fraud Identification [PDF] 摘要
12. Style Normalization and Restitution for Generalizable Person Re-identification [PDF] 摘要
13. Position-based Scaled Gradient for Model Quantization and Sparse Training [PDF] 摘要
14. Bi-direction Context Propagation Network for Real-time Semantic Segmentation [PDF] 摘要
15. Feature selection for gesture recognition in Internet-of-Things for healthcare [PDF] 摘要
16. Spoof Face Detection Via Semi-Supervised Adversarial Training [PDF] 摘要
17. A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans [PDF] 摘要
18. Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning [PDF] 摘要
19. A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images [PDF] 摘要
20. RankPose: Learning Generalised Feature with Rank Supervision for Head Pose Estimation [PDF] 摘要
21. Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification [PDF] 摘要
22. SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition [PDF] 摘要
23. Head2Head: Video-based Neural Head Synthesis [PDF] 摘要
24. When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data [PDF] 摘要
25. Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning [PDF] 摘要
26. Joint Detection and Tracking in Videos with Identification Features [PDF] 摘要
27. SpotFast Networks with Memory Augmented Lateral Transformers for Lipreading [PDF] 摘要
28. PatchGuard: Provable Defense against Adversarial Patches Using Masks on Small Receptive Fields [PDF] 摘要
29. Unsupervised Domain Adaptation in Semantic Segmentation: a Review [PDF] 摘要
30. RV-FuseNet: Range View based Fusion of Time-Series LiDAR Data for Joint 3D Object Detection and Motion Forecasting [PDF] 摘要
31. PruneNet: Channel Pruning via Global Importance [PDF] 摘要
32. Semi-supervised Medical Image Classification with Global Latent Mixing [PDF] 摘要
33. Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography [PDF] 摘要
34. Misregistration Measurement and Improvement for Sentinel-1 SAR and Sentinel-2 Optical images [PDF] 摘要
35. Point2Mesh: A Self-Prior for Deformable Meshes [PDF] 摘要
36. SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation [PDF] 摘要
37. Deep learning application of vibration data for predictive maintenance of gravity acceleration equipment [PDF] 摘要
38. Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning [PDF] 摘要
39. A Concise Review of Recent Few-shot Meta-learning Methods [PDF] 摘要
40. Large scale evaluation of importance maps in automatic speech recognition [PDF] 摘要
41. Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality [PDF] 摘要
42. Conditionally Deep Hybrid Neural Networks Across Edge and Cloud [PDF] 摘要
阅读全文 »

目录

1. Comparative Study of Machine Learning Models and BERT on SQuAD [PDF] 摘要
2. Character-level Transformer-based Neural Machine Translation [PDF] 摘要
3. A Generative Approach to Titling and Clustering Wikipedia Sections [PDF] 摘要
4. Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation [PDF] 摘要
5. Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection [PDF] 摘要
6. End-to-end Named Entity Recognition from English Speech [PDF] 摘要
7. RUSSE'2020: Findings of the First Taxonomy Enrichment Task for the Russian language [PDF] 摘要
8. Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption [PDF] 摘要
9. Living Machines: A study of atypical animacy [PDF] 摘要
10. Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning [PDF] 摘要
11. T-RECS: a Transformer-based Recommender Generating Textual Explanations and Integrating Unsupervised Language-based Critiquing [PDF] 摘要
12. Improving Segmentation for Technical Support Problems [PDF] 摘要
13. Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models [PDF] 摘要
14. Intent Mining from past conversations for Conversational Agent [PDF] 摘要
15. Investigating Label Bias in Beam Search for Open-ended Text Generation [PDF] 摘要
16. Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned [PDF] 摘要
17. Evaluating Neural Morphological Taggers for Sanskrit [PDF] 摘要
18. Givenness Hierarchy Theoretic Cognitive Status Filtering [PDF] 摘要
19. L2R2: Leveraging Ranking for Abductive Reasoning [PDF] 摘要
20. GeoCoV19: A Dataset of Hundreds of Millions of Multilingual COVID-19 Tweets with Location Information [PDF] 摘要
21. Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language [PDF] 摘要
22. NAUTILUS: a Versatile Voice Cloning System [PDF] 摘要
23. Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning [PDF] 摘要
24. Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time [PDF] 摘要
阅读全文 »

目录

1. Instance-aware Image Colorization [PDF] 摘要
2. Hierarchical Multi-Scale Attention for Semantic Segmentation [PDF] 摘要
3. Manifold Alignment for Semantically Aligned Style Transfer [PDF] 摘要
4. Dense Semantic 3D Map Based Long-Term Visual Localization with Hybrid Features [PDF] 摘要
5. Robust Ensemble Model Training via Random Layer Sampling Against Adversarial Attack [PDF] 摘要
6. Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation [PDF] 摘要
7. Revisiting Role of Autoencoders in Adversarial Settings [PDF] 摘要
8. A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds [PDF] 摘要
9. Unsupervised anomaly localization using VAE and beta-VAE [PDF] 摘要
10. Wish You Were Here: Context-Aware Human Generation [PDF] 摘要
11. A Neural Network Looks at Leonardo's(?) Salvator Mundi [PDF] 摘要
12. Bridging the gap between Natural and Medical Images through Deep Colorization [PDF] 摘要
13. MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images [PDF] 摘要
14. Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification [PDF] 摘要
15. Cross-Domain Few-Shot Learning with Meta Fine-Tuning [PDF] 摘要
16. HyperSTAR: Task-Aware Hyperparameters for Deep Networks [PDF] 摘要
17. Unsupervised segmentation via semantic-apparent feature fusion [PDF] 摘要
18. Powering One-shot Topological NAS with Stabilized Share-parameter Proxy [PDF] 摘要
19. Few-shot Compositional Font Generation with Dual Memory [PDF] 摘要
20. Panoptic Instance Segmentation on Pigs [PDF] 摘要
21. GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition [PDF] 摘要
22. AOWS: Adaptive and optimal network width search with latency constraints [PDF] 摘要
23. Deep learning-based automated image segmentation for concrete petrographic analysis [PDF] 摘要
24. Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation [PDF] 摘要
25. Towards Streaming Image Understanding [PDF] 摘要
26. Interpretable and Accurate Fine-grained Recognition via Region Grouping [PDF] 摘要
27. VideoForensicsHQ: Detecting High-quality Manipulated Face Videos [PDF] 摘要
28. TAO: A Large-Scale Benchmark for Tracking Any Object [PDF] 摘要
29. WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose [PDF] 摘要
30. InfoScrub: Towards Attribute Privacy by Targeted Obfuscation [PDF] 摘要
31. Maplets: An Efficient Approach for Cooperative SLAM Map Building Under Communication and Computation Constraints [PDF] 摘要
32. Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation [PDF] 摘要
33. Medical Image Generation using Generative Adversarial Networks [PDF] 摘要
34. SymJAX: symbolic CPU/GPU/TPU programming [PDF] 摘要
35. Efficient and Phase-aware Video Super-resolution for Cardiac MRI [PDF] 摘要
36. Omnidirectional Images as Moving Camera Videos [PDF] 摘要
37. Single Image Super-Resolution via Residual Neuron Attention Networks [PDF] 摘要
38. CPOT: Channel Pruning via Optimal Transport [PDF] 摘要
39. HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation [PDF] 摘要
40. Adversarial Canonical Correlation Analysis [PDF] 摘要
41. A Study of Deep Learning Colon Cancer Detection in Limited Data Access Scenarios [PDF] 摘要
42. Model-Based Robust Deep Learning [PDF] 摘要
阅读全文 »

目录

1. The Frankfurt Latin Lexicon: From Morphological Expansion and Word Embeddings to SemioGraphs [PDF] 摘要
2. Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation [PDF] 摘要
3. Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation [PDF] 摘要
4. RuBQ: A Russian Dataset for Question Answering over Wikidata [PDF] 摘要
5. Towards Finite-State Morphology of Kurdish [PDF] 摘要
6. Unsupervised Quality Estimation for Neural Machine Translation [PDF] 摘要
7. MultiMWE: Building a Multi-lingual Multi-Word Expression (MWE) Parallel Corpora [PDF] 摘要
8. LaCulturaNonSiFerma -- Report su uso e la diffusione degli hashtag delle istituzioni culturali italiane durante il periodo di lockdown [PDF] 摘要
9. Fluent Response Generation for Conversational Question Answering [PDF] 摘要
10. Symptom extraction from the narratives of personal experiences with COVID-19 on Reddit [PDF] 摘要
11. MTSS: Learn from Multiple Domain Teachers and Become a Multi-domain Dialogue Expert [PDF] 摘要
12. Text-to-Text Pre-Training for Data-to-Text Tasks [PDF] 摘要
13. Automated Question Answer medical model based on Deep Learning Technology [PDF] 摘要
14. Stance Prediction and Claim Verification: An Arabic Perspective [PDF] 摘要
15. Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models [PDF] 摘要
16. ScriptWriter: Narrative-Guided Script Generation [PDF] 摘要
17. Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation [PDF] 摘要
18. SafeComp: Protocol For Certifying Cloud Computations Integrity [PDF] 摘要
19. Graph-based, Self-Supervised Program Repair from Diagnostic Feedback [PDF] 摘要
20. Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging [PDF] 摘要
21. Dynamic Sparsity Neural Networks for Automatic Speech Recognition [PDF] 摘要
22. Multistream CNN for Robust Acoustic Modeling [PDF] 摘要
23. ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition [PDF] 摘要
24. Simplified Self-Attention for Transformer-based End-to-End Speech Recognition [PDF] 摘要
25. Training Keyword Spotting Models on Non-IID Data with Federated Learning [PDF] 摘要
26. Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis [PDF] 摘要
阅读全文 »

目录

1. What makes for good views for contrastive learning [PDF] 摘要
2. Intra- and Inter-Action Understanding via Temporal Action Parsing [PDF] 摘要
3. Compute-Bound and Low-Bandwidth Distributed 3D Graph-SLAM [PDF] 摘要
4. Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks [PDF] 摘要
5. Discriminative Dictionary Design for Action Classification in Still Images and Videos [PDF] 摘要
6. Classification of Industrial Control Systems screenshots using Transfer Learning [PDF] 摘要
7. Label Efficient Visual Abstractions for Autonomous Driving [PDF] 摘要
8. Perceptual Hashing applied to Tor domains recognition [PDF] 摘要
9. Classifying Suspicious Content in Tor Darknet [PDF] 摘要
10. Map Generation from Large Scale Incomplete and Inaccurate Data Labels [PDF] 摘要
11. Deep learning with 4D spatio-temporal data representations for OCT-based force estimation [PDF] 摘要
12. Dynamic Refinement Network for Oriented and Densely Packed Object Detection [PDF] 摘要
13. Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection [PDF] 摘要
14. Rethinking Performance Estimation in Neural Architecture Search [PDF] 摘要
15. Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review [PDF] 摘要
16. Relevant Region Prediction for Crowd Counting [PDF] 摘要
17. Active Speakers in Context [PDF] 摘要
18. On Evaluating Weakly Supervised Action Segmentation Methods [PDF] 摘要
19. Ventral-Dorsal Neural Networks: Object Detection via Selective Attention [PDF] 摘要
20. Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting [PDF] 摘要
21. Representation Learning with Fine-grained Patterns [PDF] 摘要
22. Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence [PDF] 摘要
23. An Innovative Approach to Determine Rebar Depth and Size by Comparing GPR Data with a Theoretical Database [PDF] 摘要
24. InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs [PDF] 摘要
25. Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN [PDF] 摘要
26. Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere [PDF] 摘要
27. Lung Segmentation from Chest X-rays using Variational Data Imputation [PDF] 摘要
28. Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images [PDF] 摘要
29. A Modified Fourier-Mellin Approach for Source Device Identification on Stabilized Videos [PDF] 摘要
30. AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 [PDF] 摘要
31. Iterative Network for Image Super-Resolution [PDF] 摘要
32. Interactive exploration of population scale pharmacoepidemiology datasets [PDF] 摘要
33. Attention-based network for low-light image enhancement [PDF] 摘要
34. FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval [PDF] 摘要
35. Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks [PDF] 摘要
36. Inverse problems with second-order Total Generalized Variation constraints [PDF] 摘要
37. Webpage Segmentation for Extracting Images and Their Surrounding Contextual Information [PDF] 摘要
阅读全文 »