| Differentiable Compositional Kernel Learning for Gaussian Processes | Jun 12, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Heterogenous Ensemble of Models for Molecular Property Prediction | Nov 20, 2022 | Molecular Property PredictionPrediction | CodeCode Available | 1 | 5 |
| A framework for benchmarking clustering algorithms | Sep 20, 2022 | BenchmarkingClustering | CodeCode Available | 1 | 5 |
| A Model to Search for Synthesizable Molecules | Jun 12, 2019 | modelRetrosynthesis | CodeCode Available | 1 | 5 |
| AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness | Oct 13, 2022 | valid | CodeCode Available | 1 | 5 |
| Certified Deductive Reasoning with Language Models | Jun 6, 2023 | Logical Reasoningvalid | CodeCode Available | 1 | 5 |
| Differentiable DAG Sampling | Mar 16, 2022 | validVariational Inference | CodeCode Available | 1 | 5 |
| An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition | Oct 10, 2022 | Action Recognitionvalid | CodeCode Available | 1 | 5 |
| ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback | May 29, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 | 5 |
| ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models | Jun 7, 2023 | valid | CodeCode Available | 1 | 5 |
| Chronocept: Instilling a Sense of Time in Machines | May 12, 2025 | Fact CheckingRAG | CodeCode Available | 1 | 5 |
| Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference | Feb 8, 2024 | Domain AdaptationUncertainty Quantification | CodeCode Available | 1 | 5 |
| Classification with Valid and Adaptive Coverage | Jun 3, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Identifying the Risks of LM Agents with an LM-Emulated Sandbox | Sep 25, 2023 | Language Modellingvalid | CodeCode Available | 1 | 5 |
| 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning | Apr 21, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Collaborative Decision Making Using Action Suggestions | Sep 27, 2022 | Decision Makingvalid | CodeCode Available | 1 | 5 |
| Analytical Lyapunov Function Discovery: An RL-based Generative Approach | Feb 4, 2025 | Reinforcement Learning (RL)valid | CodeCode Available | 1 | 5 |
| Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps | Apr 25, 2021 | Image Inpaintingvalid | CodeCode Available | 1 | 5 |
| Atomic structure generation from reconstructing structural fingerprints | Jul 27, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| Improving Conditional Coverage via Orthogonal Quantile Regression | Jun 1, 2021 | Prediction Intervalsquantile regression | CodeCode Available | 1 | 5 |
| Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent | Sep 17, 2024 | GSM8KQuestion Answering | CodeCode Available | 1 | 5 |
| Comparing Sequential Forecasters | Sep 30, 2021 | valid | CodeCode Available | 1 | 5 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | CodeCode Available | 1 | 5 |
| Conformal Prediction Intervals for Remaining Useful Lifetime Estimation | Dec 30, 2022 | Conformal PredictionManagement | CodeCode Available | 1 | 5 |
| Difference-in-Differences with Multiple Time Periods | Aug 18, 2020 | valid | CodeCode Available | 1 | 5 |
| Confidence Band Estimation for Survival Random Forests | Apr 26, 2022 | valid | CodeCode Available | 1 | 5 |
| A Distributed Trust Framework for Privacy-Preserving Machine Learning | Jun 3, 2020 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 1 | 5 |
| Invariant Representation Learning for Treatment Effect Estimation | Nov 24, 2020 | Causal IdentificationCausal Inference | CodeCode Available | 1 | 5 |
| KernelGPT: Enhanced Kernel Fuzzing via Large Language Models | Dec 31, 2023 | valid | CodeCode Available | 1 | 5 |
| Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee Osteoarthritis Detection | Feb 26, 2023 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 | 5 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Language Models for Code Completion: A Practical Evaluation | Feb 25, 2024 | Code Completionvalid | CodeCode Available | 1 | 5 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| Large Language Models for Automated Open-domain Scientific Hypotheses Discovery | Sep 6, 2023 | valid | CodeCode Available | 1 | 5 |
| An Efficient Adversarial Attack for Tree Ensembles | Oct 22, 2020 | Adversarial Attackvalid | CodeCode Available | 1 | 5 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Latent Fingerprint Matching via Dense Minutia Descriptor | May 2, 2024 | valid | CodeCode Available | 1 | 5 |
| An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries | Oct 19, 2022 | DecoderDrug Discovery | CodeCode Available | 1 | 5 |
| Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach | Apr 8, 2023 | Reinforcement Learning (RL)Safe Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning Equality Constraints for Motion Planning on Manifolds | Sep 24, 2020 | Motion Planningvalid | CodeCode Available | 1 | 5 |
| EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition | Mar 27, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Conformal Prediction with Missing Values | Jun 5, 2023 | Conformal PredictionData Augmentation | CodeCode Available | 1 | 5 |
| Learning Mutational Semantics | Dec 1, 2020 | Sentencevalid | CodeCode Available | 1 | 5 |
| Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks | Nov 28, 2017 | Action RecognitionPhilosophy | CodeCode Available | 1 | 5 |
| Learning Time Series Counterfactuals via Latent Space Representations | Oct 11, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Learning video retrieval models with relevance-aware online mining | Mar 16, 2022 | Multi-Instance RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Learning with Partial Labels from Semi-supervised Perspective | Nov 24, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 | 5 |
| DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking | Oct 15, 2024 | Blind DockingDrug Design | CodeCode Available | 1 | 5 |
| Deep Slow Motion Video Reconstruction with Hybrid Imaging System | Feb 27, 2020 | Optical Flow Estimationvalid | CodeCode Available | 1 | 5 |
