| TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference | May 25, 2021 | Token Reduction | CodeCode Available | 1 | 5 |
| Spatio-Temporal Tuples Transformer for Skeleton-Based Action Recognition | Jan 8, 2022 | Action RecognitionSkeleton Based Action Recognition | CodeCode Available | 1 | 5 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | Mar 1, 2021 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 | 5 |
| Adversarial Immunization for Certifiable Robustness on Graphs | Jul 19, 2020 | Adversarial AttackBilevel Optimization | CodeCode Available | 1 | 5 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Energy-based models for atomic-resolution protein conformations | Apr 27, 2020 | Protein DesignProtein Structure Prediction | CodeCode Available | 1 | 5 |
| GemNet: Universal Directional Graph Neural Networks for Molecules | Jun 2, 2021 | Translation | CodeCode Available | 1 | 5 |
| Challenges in Representation Learning: A report on three machine learning contests | Jul 1, 2013 | BIG-bench Machine LearningFacial Expression Recognition | CodeCode Available | 1 | 5 |
| GRAB: A Dataset of Whole-Body Human Grasping of Objects | Aug 25, 2020 | Grasp Contact PredictionGrasp Generation | CodeCode Available | 1 | 5 |
| Learning continuous-time PDEs from sparse data with graph neural networks | Jun 16, 2020 | | CodeCode Available | 1 | 5 |
| Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences | Jul 6, 2020 | Machine TranslationTranslation | CodeCode Available | 1 | 5 |
| TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories | May 21, 2024 | | CodeCode Available | 1 | 5 |
| A Data-Centric Framework for Composable NLP Workflows | Mar 2, 2021 | RetrievalText Retrieval | CodeCode Available | 1 | 5 |
| Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness | May 3, 2021 | Fairness | CodeCode Available | 1 | 5 |
| DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization | Aug 24, 2021 | DiversityGraph Neural Network | CodeCode Available | 1 | 5 |
| How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies | Apr 21, 2021 | Sentiment AnalysisTwitter Sentiment Analysis | CodeCode Available | 1 | 5 |
| Improving Adversarial Robustness via Mutual Information Estimation | Jul 25, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting | May 26, 2025 | | CodeCode Available | 1 | 5 |
| Appliance Detection Using Very Low-Frequency Smart Meter Time Series | May 10, 2023 | Meter ReadingTime Series | CodeCode Available | 1 | 5 |
| Learning Robust State Abstractions for Hidden-Parameter Block MDPs | Jul 14, 2020 | Generalization BoundsMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| XOR QA: Cross-lingual Open-Retrieval Question Answering | Oct 22, 2020 | ArticlesMachine Translation | CodeCode Available | 1 | 5 |
| Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions | Dec 28, 2020 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Adaptive Universal Generalized PageRank Graph Neural Network | Jun 14, 2020 | GPRGraph Neural Network | CodeCode Available | 1 | 5 |
| Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models | Jul 1, 2019 | Word AlignmentWord Embeddings | CodeCode Available | 1 | 5 |
| Iterate & Cluster: Iterative Semi-Supervised Action Recognition | Jun 12, 2020 | Action RecognitionClustering | CodeCode Available | 1 | 5 |
| Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Network | Apr 30, 2024 | Video Reconstruction | CodeCode Available | 1 | 5 |
| Domain Adaptation for Image Dehazing | May 10, 2020 | Domain AdaptationImage Dehazing | CodeCode Available | 1 | 5 |
| A Next Basket Recommendation Reality Check | Sep 29, 2021 | Next-basket recommendation | CodeCode Available | 1 | 5 |
| Network Pruning using Adaptive Exemplar Filters | Jan 20, 2021 | CPUFace Recognition | CodeCode Available | 1 | 5 |
| Dynamic Few-Shot Visual Learning without Forgetting | Apr 25, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation | Jun 3, 2021 | Cross-Lingual TransferDenoising | CodeCode Available | 1 | 5 |
| Camera-aware Proxies for Unsupervised Person Re-Identification | Dec 19, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization | Nov 16, 2020 | Generative Adversarial NetworkUnsupervised Video Summarization | CodeCode Available | 1 | 5 |
| BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction | Nov 25, 2022 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| On the Detectability of ChatGPT Content: Benchmarking, Methodology, and Evaluation through the Lens of Academic Writing | Jun 7, 2023 | BenchmarkingPrompt Engineering | CodeCode Available | 1 | 5 |
| Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection | Jun 8, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 | 5 |
| Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder | Oct 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning | Oct 11, 2019 | Few-Shot LearningImage Generation | CodeCode Available | 1 | 5 |
| TinyAction Challenge: Recognizing Real-world Low-resolution Activities in Videos | Jul 24, 2021 | Action Recognition | CodeCode Available | 1 | 5 |
| This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models | Oct 24, 2023 | DescriptiveNegation | CodeCode Available | 1 | 5 |
| Spatially Consistent Representation Learning | Mar 10, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| Back to the Feature: Learning Robust Camera Localization from Pixels to Pose | Mar 16, 2021 | 3D geometryCamera Localization | CodeCode Available | 1 | 5 |
| Decentralized Learning for Channel Allocation in IoT Networks over Unlicensed Bandwidth as a Contextual Multi-player Multi-armed Bandit Game | Mar 30, 2020 | | CodeCode Available | 1 | 5 |
| No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks | Apr 1, 2021 | | CodeCode Available | 1 | 5 |
| Deep Counterfactual Regret Minimization | Nov 1, 2018 | counterfactual | CodeCode Available | 1 | 5 |
| Fact-Enhanced Synthetic News Generation | Dec 8, 2020 | News GenerationText Generation | CodeCode Available | 1 | 5 |
| Deep High-Resolution Representation Learning for Visual Recognition | Aug 20, 2019 | Dichotomous Image SegmentationFace Alignment | CodeCode Available | 1 | 5 |
| CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning | Mar 16, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Smooth Bilevel Programming for Sparse Regularization | Jun 2, 2021 | Specificity | CodeCode Available | 1 | 5 |
| eGHWT: The Extended Generalized Haar-Walsh Transform | Jul 11, 2021 | | CodeCode Available | 1 | 5 |
