| Toward Safety-First Human-Like Decision Making for Autonomous Vehicles in Time-Varying Traffic Flow | Jun 17, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes | Jun 17, 2025 | Knowledge DistillationTransfer Learning | —Unverified | 0 |
| SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting | Jun 17, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs | Jun 17, 2025 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| DiffusionBlocks: Blockwise Training for Generative Models via Score-Based Diffusion | Jun 17, 2025 | DenoisingImage Generation | —Unverified | 0 |
| IntelliLung: Advancing Safe Mechanical Ventilation using Offline RL with Hybrid Actions and Clinically Aligned Rewards | Jun 17, 2025 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
| ResNets Are Deeper Than You Think | Jun 17, 2025 | Inductive Bias | —Unverified | 0 |
| HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control | Jun 17, 2025 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Is Selection All You Need in Differential Evolution? | Jun 17, 2025 | All | —Unverified | 0 |
| Sharp Generalization Bounds for Foundation Models with Asymmetric Randomized Low-Rank Adapters | Jun 17, 2025 | Generalization Boundsparameter-efficient fine-tuning | —Unverified | 0 |
| Object-Centric Neuro-Argumentative Learning | Jun 17, 2025 | Deep LearningObject | CodeCode Available | 0 |
| Unified Software Engineering agent as AI Software Engineer | Jun 17, 2025 | Large Language Model | —Unverified | 0 |
| Universal Rates of ERM for Agnostic Learning | Jun 17, 2025 | Binary Classification | —Unverified | 0 |
| Multi-Scale Finetuning for Encoder-based Time Series Foundation Models | Jun 17, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Unsupervised Skill Discovery through Skill Regions Differentiation | Jun 17, 2025 | Density EstimationReinforcement Learning (RL) | —Unverified | 0 |
| A General Framework for Off-Policy Learning with Partially-Observed Reward | Jun 17, 2025 | Multi-Armed Bandits | —Unverified | 0 |
| Detecting immune cells with label-free two-photon autofluorescence and deep learning | Jun 17, 2025 | Binary ClassificationClassification | —Unverified | 0 |
| Zeroth-Order Optimization is Secretly Single-Step Policy Optimization | Jun 17, 2025 | Reinforcement Learning (RL) | —Unverified | 0 |
| Feasibility-Driven Trust Region Bayesian Optimization | Jun 17, 2025 | Bayesian Optimization | —Unverified | 0 |
| Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion | Jun 17, 2025 | Drug DesignDrug Discovery | —Unverified | 0 |
| The Perception of Phase Intercept Distortion and its Application in Data Augmentation | Jun 17, 2025 | Data Augmentation | —Unverified | 0 |
| Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World Data | Jun 17, 2025 | Memorization | CodeCode Available | 0 |
| MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style Convolution | Jun 17, 2025 | Facial Landmark DetectionMicro Expression Recognition | CodeCode Available | 1 |
| GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies | Jun 17, 2025 | Benchmarking | CodeCode Available | 1 |
| Deep Learning Surrogates for Real-Time Gas Emission Inversion | Jun 17, 2025 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching | Jun 17, 2025 | Blind Super-ResolutionDeblurring | CodeCode Available | 1 |
| 3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-Splatting | Jun 17, 2025 | 3DGSImage Quality Assessment | CodeCode Available | 1 |
| Iterative Camera-LiDAR Extrinsic Optimization via Surrogate Diffusion | Jun 17, 2025 | Autonomous VehiclesDenoising | CodeCode Available | 0 |
| Chaining Event Spans for Temporal Relation Grounding | Jun 17, 2025 | Reading ComprehensionRelation | CodeCode Available | 0 |
| Re-Initialization Token Learning for Tool-Augmented Large Language Models | Jun 17, 2025 | GSM8KQuestion Answering | CodeCode Available | 0 |
| ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge | Jun 17, 2025 | BenchmarkingRetrieval | CodeCode Available | 0 |
| How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison | Jun 17, 2025 | | CodeCode Available | 0 |
| AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs | Jun 17, 2025 | Diversity | CodeCode Available | 0 |
| GenerationPrograms: Fine-grained Attribution with Executable Programs | Jun 17, 2025 | Document SummarizationLong Form Question Answering | CodeCode Available | 0 |
| Optimizing Length Compression in Large Reasoning Models | Jun 17, 2025 | | CodeCode Available | 1 |
| Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places | Jun 17, 2025 | Contrastive LearningPrediction | CodeCode Available | 0 |
| AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection | Jun 17, 2025 | Clone DetectionGraph Attention | CodeCode Available | 0 |
| Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks | Jun 17, 2025 | energy managementTime Series Forecasting | CodeCode Available | 0 |
| Common Benchmarks Undervalue the Generalization Power of Programmatic Policies | Jun 17, 2025 | Sequential Decision Making | CodeCode Available | 0 |
| Towards Robust Learning to Optimize with Theoretical Guarantees | Jun 17, 2025 | | CodeCode Available | 0 |
| A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks | Jun 17, 2025 | | CodeCode Available | 0 |
| Model compression using knowledge distillation with integrated gradients | Jun 17, 2025 | Data AugmentationKnowledge Distillation | —Unverified | 0 |
| Scaling Intelligence: Designing Data Centers for Next-Gen Language Models | Jun 17, 2025 | Mixture-of-Experts | —Unverified | 0 |
| The use of cross validation in the analysis of designed experiments | Jun 17, 2025 | Model Selection | CodeCode Available | 0 |
| Abstract Meaning Representation for Hospital Discharge Summarization | Jun 17, 2025 | Abstract Meaning RepresentationHallucination | CodeCode Available | 0 |
| Adapting Lightweight Vision Language Models for Radiological Visual Question Answering | Jun 17, 2025 | DiagnosticQuestion Answering | CodeCode Available | 0 |
| PoseGRAF: Geometric-Reinforced Adaptive Fusion for Monocular 3D Human Pose Estimation | Jun 17, 2025 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| GRAM: A Generative Foundation Reward Model for Reward Generalization | Jun 17, 2025 | | CodeCode Available | 1 |
| QUEST: Quality-aware Semi-supervised Table Extraction for Business Documents | Jun 17, 2025 | Pseudo LabelTable Extraction | CodeCode Available | 0 |
| Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledge | Jun 17, 2025 | Dataset DistillationMemorization | CodeCode Available | 0 |