| Decoding Attention from Gaze: A Benchmark Dataset and End-to-End Models | Nov 20, 2022 | valid | CodeCode Available | 1 |
| RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question | Nov 2, 2022 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation | Oct 31, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks | Oct 28, 2022 | Semantic Segmentationvalid | CodeCode Available | 1 |
| Characterizing information loss in a chaotic double pendulum with the Information Bottleneck | Oct 25, 2022 | valid | CodeCode Available | 1 |
| A lower confidence sequence for the changing mean of non-negative right heavy-tailed observations with bounded mean | Oct 20, 2022 | valid | CodeCode Available | 1 |
| An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries | Oct 19, 2022 | DecoderDrug Discovery | CodeCode Available | 1 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 |
| Scaling up Trustless DNN Inference with Zero-Knowledge Proofs | Oct 17, 2022 | RetrievalSNARKS | CodeCode Available | 1 |
| Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition | Oct 14, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness | Oct 13, 2022 | valid | CodeCode Available | 1 |
| An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition | Oct 10, 2022 | Action Recognitionvalid | CodeCode Available | 1 |
| Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design | Oct 6, 2022 | Drug Designvalid | CodeCode Available | 1 |
| Predictive Inference with Feature Conformal Prediction | Oct 1, 2022 | Conformal PredictionImage Segmentation | CodeCode Available | 1 |
| Collaborative Decision Making Using Action Suggestions | Sep 27, 2022 | Decision Makingvalid | CodeCode Available | 1 |
| The "Beatrix'' Resurrections: Robust Backdoor Detection via Gram Matrices | Sep 23, 2022 | valid | CodeCode Available | 1 |
| GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation | Sep 23, 2022 | Bayesian Optimizationvalid | CodeCode Available | 1 |
| A framework for benchmarking clustering algorithms | Sep 20, 2022 | BenchmarkingClustering | CodeCode Available | 1 |
| Vox-Surf: Voxel-based Implicit Surface Representation | Aug 21, 2022 | valid | CodeCode Available | 1 |
| Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification | Aug 4, 2022 | Cross-Modal RetrievalPerson Re-Identification | CodeCode Available | 1 |
| OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions | Aug 4, 2022 | Face Recognitionvalid | CodeCode Available | 1 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Atomic structure generation from reconstructing structural fingerprints | Jul 27, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 1 |
| NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers | Jul 26, 2022 | valid | CodeCode Available | 1 |
| Sequential Manipulation Planning on Scene Graph | Jul 10, 2022 | Object RearrangementStochastic Optimization | CodeCode Available | 1 |
| Symmetric Network with Spatial Relationship Modeling for Natural Language-based Vehicle Retrieval | Jun 22, 2022 | Retrievalvalid | CodeCode Available | 1 |
| BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing | Jun 21, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Conformal prediction set for time-series | Jun 15, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees | Jun 4, 2022 | valid | CodeCode Available | 1 |
| EfficientNeRF: Efficient Neural Radiance Fields | Jun 2, 2022 | NeRFvalid | CodeCode Available | 1 |
| One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching | May 31, 2022 | Deep HashingQuantization | CodeCode Available | 1 |
| Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems | May 31, 2022 | PredictionUncertainty Quantification | CodeCode Available | 1 |
| Noise-Aware Statistical Inference with Differentially Private Synthetic Data | May 28, 2022 | ImputationSynthetic Data Generation | CodeCode Available | 1 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 |
| Neural Inverse Kinematics | May 22, 2022 | Positionvalid | CodeCode Available | 1 |
| e-CARE: a New Dataset for Exploring Explainable Causal Reasoning | May 12, 2022 | valid | CodeCode Available | 1 |
| CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality | May 9, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation | May 5, 2022 | Question Answeringvalid | CodeCode Available | 1 |
| CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction | May 1, 2022 | Spelling Correctionvalid | CodeCode Available | 1 |
| Confidence Band Estimation for Survival Random Forests | Apr 26, 2022 | valid | CodeCode Available | 1 |
| Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing | Apr 25, 2022 | Denoisingvalid | 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 |
| Probabilistic Implicit Scene Completion | Apr 4, 2022 | valid | CodeCode Available | 1 |
| Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments | Mar 28, 2022 | valid | CodeCode Available | 1 |
| MotionAug: Augmentation with Physical Correction for Human Motion Prediction | Mar 17, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Differentiable DAG Sampling | Mar 16, 2022 | validVariational Inference | CodeCode Available | 1 |
| Learning video retrieval models with relevance-aware online mining | Mar 16, 2022 | Multi-Instance RetrievalRetrieval | CodeCode Available | 1 |
| Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow | Mar 16, 2022 | Density Estimationvalid | CodeCode Available | 1 |
| An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation | Mar 11, 2022 | Dialogue GenerationTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon | Mar 8, 2022 | Adversarial AttackTraffic Sign Recognition | CodeCode Available | 1 |
