| Materials Discovery with Extreme Properties via Reinforcement Learning-Guided Combinatorial Chemistry | Mar 21, 2023 | valid | CodeCode Available | 1 |
| Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution | Mar 17, 2023 | Super-Resolutionvalid | CodeCode Available | 1 |
| VDPVE: VQA Dataset for Perceptual Video Enhancement | Mar 16, 2023 | Deblurringvalid | CodeCode Available | 1 |
| Calibrating Transformers via Sparse Gaussian Processes | Mar 4, 2023 | Bayesian InferenceGaussian Processes | CodeCode Available | 1 |
| Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction | Mar 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Large Language Models Are State-of-the-Art Evaluators of Translation Quality | Feb 28, 2023 | Translationvalid | CodeCode Available | 1 |
| Time-uniform confidence bands for the CDF under nonstationarity | Feb 28, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee Osteoarthritis Detection | Feb 26, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| Improving Adaptive Conformal Prediction Using Self-Supervised Learning | Feb 23, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation | Feb 22, 2023 | Multi-Task LearningSpeech Enhancement | CodeCode Available | 1 |
| Improved Online Conformal Prediction via Strongly Adaptive Online Learning | Feb 15, 2023 | Conformal Predictionimage-classification | CodeCode Available | 1 |
| Tree-Based Representation and Generation of Natural and Mathematical Language | Feb 15, 2023 | MathMathematical Reasoning | CodeCode Available | 1 |
| NeuRI: Diversifying DNN Generation via Inductive Rule Inference | Feb 4, 2023 | Decision MakingProgram Synthesis | CodeCode Available | 1 |
| Scalable Attributed-Graph Subspace Clustering | Feb 1, 2023 | ClusteringNode Clustering | CodeCode Available | 1 |
| Finding Regions of Counterfactual Explanations via Robust Optimization | Jan 26, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Simple Difference-in-Differences Estimation in Fixed-T Panels | Jan 26, 2023 | valid | CodeCode Available | 1 |
| Conformal Prediction Intervals for Remaining Useful Lifetime Estimation | Dec 30, 2022 | Conformal PredictionManagement | CodeCode Available | 1 |
| Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation | Dec 24, 2022 | Data AugmentationIris Recognition | CodeCode Available | 1 |
| 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 |
| Sequential Predictive Conformal Inference for Time Series | Dec 7, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| SASFormer: Transformers for Sparsely Annotated Semantic Segmentation | Dec 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Peano: Learning Formal Mathematical Reasoning | Nov 29, 2022 | Automated Theorem ProvingMathematical Reasoning | CodeCode Available | 1 |
| Learning with Partial Labels from Semi-supervised Perspective | Nov 24, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 |
| The Monocular Depth Estimation Challenge | Nov 22, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Heterogenous Ensemble of Models for Molecular Property Prediction | Nov 20, 2022 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
