| Generalized Spectral Clustering via Gromov-Wasserstein Learning | Jun 7, 2020 | Clusteringgraph partitioning | CodeCode Available | 1 |
| Generating 3D Molecular Structures Conditional on a Receptor Binding Site with Deep Generative Models | Oct 16, 2020 | Decodervalid | CodeCode Available | 1 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 |
| A Model to Search for Synthesizable Molecules | Jun 12, 2019 | modelRetrosynthesis | CodeCode Available | 1 |
| AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness | Oct 13, 2022 | valid | CodeCode Available | 1 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 |
| ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models | Jun 7, 2023 | valid | CodeCode Available | 1 |
| An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition | Oct 10, 2022 | Action Recognitionvalid | CodeCode Available | 1 |
| Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing | Jul 31, 2020 | Quantizationvalid | CodeCode Available | 1 |
| A framework for benchmarking clustering algorithms | Sep 20, 2022 | BenchmarkingClustering | CodeCode Available | 1 |
| ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback | May 29, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation | Jun 7, 2023 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Handling Distribution Shifts on Graphs: An Invariance Perspective | Feb 5, 2022 | valid | CodeCode Available | 1 |
| HARA: A Hierarchical Approach for Robust Rotation Averaging | Nov 16, 2021 | Tripletvalid | CodeCode Available | 1 |
| 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning | Apr 21, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model | Apr 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analytical Lyapunov Function Discovery: An RL-based Generative Approach | Feb 4, 2025 | Reinforcement Learning (RL)valid | CodeCode Available | 1 |
| Human Pose Transfer by Adaptive Hierarchical Deformation | Dec 13, 2020 | Image GenerationPose Transfer | CodeCode Available | 1 |
| Identifying the Risks of LM Agents with an LM-Emulated Sandbox | Sep 25, 2023 | Language Modellingvalid | CodeCode Available | 1 |
| iDLG: Improved Deep Leakage from Gradients | Jan 8, 2020 | Federated Learningvalid | CodeCode Available | 1 |
| Image Inpainting for Irregular Holes Using Partial Convolutions | Apr 20, 2018 | Image Inpaintingvalid | CodeCode Available | 1 |
| Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps | Apr 25, 2021 | Image Inpaintingvalid | CodeCode Available | 1 |
| Certified Deductive Reasoning with Language Models | Jun 6, 2023 | Logical Reasoningvalid | CodeCode Available | 1 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | CodeCode Available | 1 |
| Improving the Validity of Automatically Generated Feedback via Reinforcement Learning | Mar 2, 2024 | MathMisconceptions | CodeCode Available | 1 |
| Inconsistency-Based Data-Centric Active Open-Set Annotation | Jan 10, 2024 | Active Learningvalid | CodeCode Available | 1 |
| A Distributed Trust Framework for Privacy-Preserving Machine Learning | Jun 3, 2020 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 1 |
| Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints | Apr 21, 2020 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Characterizing information loss in a chaotic double pendulum with the Information Bottleneck | Oct 25, 2022 | valid | CodeCode Available | 1 |
| Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity | Feb 9, 2024 | Conformal PredictionHallucination | CodeCode Available | 1 |
| Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee Osteoarthritis Detection | Feb 26, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment | Oct 14, 2019 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| Chronocept: Instilling a Sense of Time in Machines | May 12, 2025 | Fact CheckingRAG | CodeCode Available | 1 |
| Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades After LaLonde (1986)? | Jun 2, 2024 | valid | CodeCode Available | 1 |
| Large Language Models Are Neurosymbolic Reasoners | Jan 17, 2024 | Common Sense ReasoningMath | CodeCode Available | 1 |
| An Efficient Adversarial Attack for Tree Ensembles | Oct 22, 2020 | Adversarial Attackvalid | CodeCode Available | 1 |
| Large Language Models for Automated Open-domain Scientific Hypotheses Discovery | Sep 6, 2023 | valid | CodeCode Available | 1 |
| Large language model validity via enhanced conformal prediction methods | Jun 14, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries | Oct 19, 2022 | DecoderDrug Discovery | CodeCode Available | 1 |
| Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach | Apr 8, 2023 | Reinforcement Learning (RL)Safe Reinforcement Learning | CodeCode Available | 1 |
| Learning Equality Constraints for Motion Planning on Manifolds | Sep 24, 2020 | Motion Planningvalid | CodeCode Available | 1 |
| Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow | Mar 16, 2022 | Density Estimationvalid | CodeCode Available | 1 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 |
| Learning Mutational Semantics | Dec 1, 2020 | Sentencevalid | CodeCode Available | 1 |
| Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks | Nov 28, 2017 | Action RecognitionPhilosophy | CodeCode Available | 1 |
| Learning Time Series Counterfactuals via Latent Space Representations | Oct 11, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Learning video retrieval models with relevance-aware online mining | Mar 16, 2022 | Multi-Instance RetrievalRetrieval | CodeCode Available | 1 |
| Learning with Partial Labels from Semi-supervised Perspective | Nov 24, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 |
| CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction | May 1, 2022 | Spelling Correctionvalid | CodeCode Available | 1 |
| Cascaded deep monocular 3D human pose estimation with evolutionary training data | Jun 14, 2020 | 3D Human Pose EstimationData Augmentation | CodeCode Available | 1 |
