| On the hidden treasure of dialog in video question answering | Mar 26, 2021 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels | May 10, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| How Does Selective Mechanism Improve Self-Attention Networks? | May 3, 2020 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| Multitask Learning for Emotion and Personality Detection | Jan 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Survey of Adversarial Learning on Graphs | Mar 10, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment | Jun 19, 2021 | | CodeCode Available | 1 |
| Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement | Mar 19, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| On Path Integration of Grid Cells: Group Representation and Isotropic Scaling | Jun 18, 2020 | Dimensionality ReductionPosition | CodeCode Available | 1 |
| Attention-driven Graph Clustering Network | Aug 12, 2021 | AttributeClustering | CodeCode Available | 1 |
| Towards Voice Reconstruction from EEG during Imagined Speech | Jan 2, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Semi-supervised Domain Adaptation via Minimax Entropy | Apr 13, 2019 | Domain AdaptationMME | CodeCode Available | 1 |
| Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN | Mar 9, 2020 | Incremental LearningKnowledge Distillation | CodeCode Available | 1 |
| Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip | Apr 3, 2020 | DecoderRepresentation Learning | CodeCode Available | 1 |
| No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures | Oct 1, 2020 | Gesture Generation | CodeCode Available | 1 |
| Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation | Oct 19, 2020 | DecoderImage Inpainting | CodeCode Available | 1 |
| Bidirectional Attention Network for Monocular Depth Estimation | Sep 1, 2020 | Depth EstimationMachine Translation | CodeCode Available | 1 |
| Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition | Oct 22, 2020 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| cgSpan: Closed Graph-Based Substructure Pattern Mining | Dec 17, 2021 | | CodeCode Available | 1 |
| Understanding Catastrophic Overfitting in Single-step Adversarial Training | Oct 5, 2020 | | CodeCode Available | 1 |
| Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings | Jun 28, 2021 | Representation LearningWord Similarity | CodeCode Available | 1 |
| Point and Ask: Incorporating Pointing into Visual Question Answering | Nov 27, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation | Nov 11, 2020 | Text to SQLText-To-SQL | CodeCode Available | 1 |
| GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision | Jul 26, 2020 | 3D Car Instance Understanding3D Pose Estimation | CodeCode Available | 1 |
| Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases | Aug 19, 2021 | Entity DisambiguationKnowledge Graphs | CodeCode Available | 1 |
| Training Noise-Robust Deep Neural Networks via Meta-Learning | Jun 1, 2020 | Meta-Learning | CodeCode Available | 1 |
| Applying sparse autoencoders to unlearn knowledge in language models | Oct 25, 2024 | | CodeCode Available | 1 |
| Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences | Sep 24, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Decoupling Value and Policy for Generalization in Reinforcement Learning | Feb 20, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| SENT: Sentence-level Distant Relation Extraction via Negative Training | Jun 22, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| JEM++: Improved Techniques for Training JEM | Sep 19, 2021 | | CodeCode Available | 1 |
| Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting | May 28, 2018 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Counterfactual Explanations in Sequential Decision Making Under Uncertainty | Jul 6, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Experimental design for MRI by greedy policy search | Oct 30, 2020 | Experimental DesignPolicy Gradient Methods | CodeCode Available | 1 |
| Interpretable Click-Through Rate Prediction through Hierarchical Attention | Jan 20, 2020 | Click-Through Rate PredictionMarketing | CodeCode Available | 1 |
| MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education | Oct 11, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| iNALU: Improved Neural Arithmetic Logic Unit | Mar 17, 2020 | | CodeCode Available | 1 |
| OCNLI: Original Chinese Natural Language Inference | Oct 12, 2020 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Entangled Watermarks as a Defense against Model Extraction | Feb 27, 2020 | model | CodeCode Available | 1 |
| Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification | Jul 7, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment | Oct 6, 2020 | Meta-Learning | CodeCode Available | 1 |
| Next-Best View Policy for 3D Reconstruction | Aug 28, 2020 | 3D Reconstruction | CodeCode Available | 1 |
| Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization | Oct 21, 2021 | Domain GeneralizationModel Selection | CodeCode Available | 1 |
| Local plasticity rules can learn deep representations using self-supervised contrastive predictions | Oct 16, 2020 | | CodeCode Available | 1 |
| Is Machine Learning Ready for Traffic Engineering Optimization? | Sep 3, 2021 | BIG-bench Machine LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| From Discrete to Continuous Convolution Layers | Jun 19, 2020 | | CodeCode Available | 1 |
| AIM 2020 Challenge on Image Extreme Inpainting | Oct 2, 2020 | Image InpaintingSemantic Segmentation | CodeCode Available | 1 |
| Action2Motion: Conditioned Generation of 3D Human Motions | Jul 30, 2020 | Action GenerationHuman action generation | CodeCode Available | 1 |
| Grabber: A tool to improve convergence in interactive image segmentation | Dec 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Offline Reinforcement Learning from Images with Latent Space Models | Dec 21, 2020 | Offline RLreinforcement-learning | CodeCode Available | 1 |