| VLA-Cache: Towards Efficient Vision-Language-Action Model via Adaptive Token Caching in Robotic Manipulation | Feb 4, 2025 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Analytical Lyapunov Function Discovery: An RL-based Generative Approach | Feb 4, 2025 | Reinforcement Learning (RL)valid | CodeCode Available | 1 |
| Language Models Struggle to Achieve a Consistent Temporal Representation of Facts | Feb 3, 2025 | valid | —Unverified | 0 |
| Gamma/hadron separation in the TAIGA experiment with neural network methods | Feb 3, 2025 | Astronomyvalid | —Unverified | 0 |
| FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning | Feb 3, 2025 | Graph-to-SequenceMolecular Property Prediction | —Unverified | 0 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 |
| Trustworthy Evaluation of Generative AI Models | Jan 31, 2025 | Uncertainty Quantificationvalid | —Unverified | 0 |
| Conformal Prediction in Hierarchical Classification | Jan 31, 2025 | ClassificationConformal Prediction | —Unverified | 0 |
| REG: Rectified Gradient Guidance for Conditional Diffusion Models | Jan 31, 2025 | Image GenerationText to Image Generation | —Unverified | 0 |
| IV Estimation of Heterogeneous Spatial Dynamic Panel Models with Interactive Effects | Jan 30, 2025 | valid | —Unverified | 0 |
| Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling | Jan 30, 2025 | valid | CodeCode Available | 0 |
| Harnessing Wavefront Curvature and Spatial Correlation in Noncoherent MIMO Communications | Jan 29, 2025 | valid | —Unverified | 0 |
| Temperature-Free Loss Function for Contrastive Learning | Jan 29, 2025 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| Using Code Generation to Solve Open Instances of Combinatorial Design Problems | Jan 29, 2025 | Code Generationvalid | CodeCode Available | 0 |
| MDDM: A Molecular Dynamics Diffusion Model to Predict Particle Self-Assembly | Jan 28, 2025 | valid | —Unverified | 0 |
| Benchmarking Quantum Reinforcement Learning | Jan 27, 2025 | Benchmarkingreinforcement-learning | CodeCode Available | 0 |
| Scale-Insensitive Neural Network Significance Tests | Jan 27, 2025 | valid | —Unverified | 0 |
| Simple Inference on a Simplex-Valued Weight | Jan 26, 2025 | valid | —Unverified | 0 |
| Feasible Learning | Jan 24, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates | Jan 24, 2025 | PredictionPrediction Intervals | —Unverified | 0 |
| Investigation of the Privacy Concerns in AI Systems for Young Digital Citizens: A Comparative Stakeholder Analysis | Jan 23, 2025 | Descriptivevalid | —Unverified | 0 |
| Automatic Debiased Machine Learning for Smooth Functionals of Nonparametric M-Estimands | Jan 21, 2025 | Causal InferenceModel Selection | —Unverified | 0 |
| The OpenLAM Challenges | Jan 20, 2025 | valid | CodeCode Available | 3 |
| Randomness, exchangeability, and conformal prediction | Jan 20, 2025 | Conformal PredictionPrediction | —Unverified | 0 |
| Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift | Jan 20, 2025 | InformativenessPrediction | —Unverified | 0 |
| Transductive Conformal Inference for Full Ranking | Jan 20, 2025 | Conformal PredictionPrediction | —Unverified | 0 |
| Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores | Jan 17, 2025 | Conformal PredictionPrediction | —Unverified | 0 |
| Chance-constrained Model Predictive Control for Near Rectilinear Halo Orbit spacecraft rendezvous | Jan 13, 2025 | Model Predictive Controlvalid | —Unverified | 0 |
| AlgoPilot: Fully Autonomous Program Synthesis Without Human-Written Programs | Jan 11, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Back Home: A Machine Learning Approach to Seashell Classification and Ecosystem Restoration | Jan 8, 2025 | Anomaly Detectionvalid | —Unverified | 0 |
| ISSR: Iterative Selection with Self-Review for Vocabulary Test Distractor Generation | Jan 7, 2025 | Distractor Generationvalid | —Unverified | 0 |
| CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction | Jan 4, 2025 | RelationRelation Extraction | —Unverified | 0 |
| LookingGlass: Generative Anamorphoses via Laplacian Pyramid Warping | Jan 1, 2025 | valid | —Unverified | 0 |
| Generating 6DoF Object Manipulation Trajectories from Action Description in Egocentric Vision | Jan 1, 2025 | valid | —Unverified | 0 |
| Inclusion 2024 Global Multimedia Deepfake Detection Challenge: Towards Multi-dimensional Face Forgery Detection | Dec 30, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| De Novo Generation of Hit-like Molecules from Gene Expression Profiles via Deep Learning | Dec 27, 2024 | Drug Discoveryvalid | CodeCode Available | 0 |
| HNCI: High-Dimensional Network Causal Inference | Dec 24, 2024 | Causal Inferenceregression | CodeCode Available | 0 |
| Factuality or Fiction? Benchmarking Modern LLMs on Ambiguous QA with Citations | Dec 23, 2024 | BenchmarkingQuestion Answering | —Unverified | 0 |
| ORIGAMI: A generative transformer architecture for predictions from semi-structured data | Dec 23, 2024 | Code ClassificationMulti-Label Classification | —Unverified | 0 |
| Benchmarking Generative AI Models for Deep Learning Test Input Generation | Dec 23, 2024 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion | Dec 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions | Dec 22, 2024 | GSM8KMath | —Unverified | 0 |
| MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design | Dec 20, 2024 | valid | —Unverified | 0 |
| Tests for model misspecification in simulation-based inference: from local distortions to global model checks | Dec 19, 2024 | Anomaly Detectionmodel | CodeCode Available | 2 |
| Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying | Dec 19, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
| Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality | Dec 17, 2024 | Predictionvalid | CodeCode Available | 0 |
| Label Errors in the Tobacco3482 Dataset | Dec 17, 2024 | Document Classificationvalid | CodeCode Available | 0 |
| RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection | Dec 17, 2024 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| On the Role of Surrogates in Conformal Inference of Individual Causal Effects | Dec 16, 2024 | Causal InferenceConformal Prediction | CodeCode Available | 0 |
| Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets | Dec 16, 2024 | Uncertainty Quantificationvalid | CodeCode Available | 0 |