| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 | 5 |
| Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search | Jul 8, 2024 | Retrosynthesisvalid | CodeCode Available | 1 | 5 |
| Deep Multi-View Stereo gone wild | Apr 30, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Augmented Sliced Wasserstein Distances | Jun 15, 2020 | Computational Efficiencyvalid | CodeCode Available | 1 | 5 |
| A general framework for inference on algorithm-agnostic variable importance | Apr 7, 2020 | valid | CodeCode Available | 1 | 5 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | 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 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning | Sep 20, 2023 | Collision AvoidanceDeep Learning | CodeCode Available | 1 | 5 |
| Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals | Feb 21, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Deep Slow Motion Video Reconstruction with Hybrid Imaging System | Feb 27, 2020 | Optical Flow Estimationvalid | CodeCode Available | 1 | 5 |
| Automatic Truss Design with Reinforcement Learning | Jun 27, 2023 | Combinatorial OptimizationLayout Design | 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 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Difference-in-Differences with Multiple Time Periods | Aug 18, 2020 | valid | CodeCode Available | 1 | 5 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design | Oct 6, 2022 | Drug Designvalid | CodeCode Available | 1 | 5 |
| Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs | Jun 18, 2020 | ClusteringCombinatorial Optimization | 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 |
| BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing | Jun 21, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| ExAIS: Executable AI Semantics | Feb 20, 2022 | Logical Reasoningvalid | CodeCode Available | 1 | 5 |
| DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models | Oct 4, 2021 | Argument MiningLogical Reasoning Reading Comprehension | CodeCode Available | 1 | 5 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 | 5 |
| Decoding Attention from Gaze: A Benchmark Dataset and End-to-End Models | Nov 20, 2022 | valid | CodeCode Available | 1 | 5 |
| DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching | Oct 12, 2023 | valid | CodeCode Available | 1 | 5 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 | 5 |
| Data Augmentation for Spoken Language Understanding via Pretrained Language Models | Apr 29, 2020 | Data AugmentationSpoken Language Understanding | CodeCode Available | 1 | 5 |
| Data Agnostic RoBERTa-based Natural Language to SQL Query Generation | Oct 11, 2020 | validZero-Shot Learning | CodeCode Available | 1 | 5 |
| Dataset for Automatic Summarization of Russian News | Jun 19, 2020 | Text Summarizationvalid | CodeCode Available | 1 | 5 |
| Deep Direct Likelihood Knockoffs | Jul 31, 2020 | valid | CodeCode Available | 1 | 5 |
| CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models | Dec 22, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction | May 1, 2022 | Spelling Correctionvalid | CodeCode Available | 1 | 5 |
| Critical Thinking for Language Models | Sep 15, 2020 | Transfer Learningvalid | CodeCode Available | 1 | 5 |
| Co-Tuning for Transfer Learning | Dec 1, 2020 | Image ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| 3D Hand Shape and Pose from Images in the Wild | Feb 9, 2019 | 3D Hand Pose EstimationDecoder | CodeCode Available | 1 | 5 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| Crystal Diffusion Variational Autoencoder for Periodic Material Generation | Oct 12, 2021 | DecoderInductive Bias | CodeCode Available | 1 | 5 |
| DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results | Feb 18, 2021 | valid | CodeCode Available | 1 | 5 |
| Differentiable Compositional Kernel Learning for Gaussian Processes | Jun 12, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Active Statistical Inference | Mar 5, 2024 | Active Learningvalid | CodeCode Available | 1 | 5 |
| Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees | Jul 12, 2024 | Graph GenerationProperty Prediction | CodeCode Available | 1 | 5 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 | 5 |
| Conformal Prediction with Missing Values | Jun 5, 2023 | Conformal PredictionData Augmentation | CodeCode Available | 1 | 5 |
| Conformal prediction set for time-series | Jun 15, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Contrastive Chain-of-Thought Prompting | Nov 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Controllable Video Captioning with an Exemplar Sentence | Dec 2, 2021 | Caption GenerationDecoder | CodeCode Available | 1 | 5 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow | Mar 16, 2022 | Density Estimationvalid | CodeCode Available | 1 | 5 |
