| Hyperbolic Dual Feature Augmentation for Open-Environment | Jun 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| ORIDa: Object-centric Real-world Image Composition Dataset | Jun 10, 2025 | counterfactualObject | —Unverified | 0 |
| Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification | Jun 10, 2025 | AnatomyDeep Learning | —Unverified | 0 |
| Optimization over Sparse Support-Preserving Sets: Two-Step Projection with Global Optimality Guarantees | Jun 10, 2025 | LEMMA | CodeCode Available | 0 |
| Effective Data Pruning through Score Extrapolation | Jun 10, 2025 | | CodeCode Available | 0 |
| SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding | Jun 10, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 |
| A Sample Efficient Conditional Independence Test in the Presence of Discretization | Jun 10, 2025 | Binarization | CodeCode Available | 0 |
| Inherently Faithful Attention Maps for Vision Transformers | Jun 10, 2025 | ClassificationRobust classification | CodeCode Available | 0 |
| SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation | Jun 10, 2025 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data | Jun 10, 2025 | Data Compression | CodeCode Available | 0 |
| Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling | Jun 10, 2025 | | CodeCode Available | 0 |
| CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations | Jun 10, 2025 | Discourse ParsingEmotion Recognition | CodeCode Available | 0 |
| Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models | Jun 10, 2025 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| Differentially Private Relational Learning with Entity-level Privacy Guarantees | Jun 10, 2025 | Relational ReasoningSensitivity | CodeCode Available | 0 |
| Sample Efficient Demonstration Selection for In-Context Learning | Jun 10, 2025 | In-Context Learning | CodeCode Available | 0 |
| Enhancing generalizability of model discovery across parameter space with multi-experiment equation learning (ME-EQL) | Jun 10, 2025 | Model Discovery | CodeCode Available | 0 |
| OpenRR-1k: A Scalable Dataset for Real-World Reflection Removal | Jun 10, 2025 | Reflection Removal | CodeCode Available | 0 |
| Normalized Radon Cumulative Distribution Transforms for Invariance and Robustness in Optimal Transport Based Image Classification | Jun 10, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Understanding Software Engineering Agents Through the Lens of Traceability: An Empirical Study | Jun 10, 2025 | Code GenerationDecision Making | —Unverified | 0 |
| HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning | Jun 10, 2025 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU | Jun 10, 2025 | CPUKeyword Spotting | —Unverified | 0 |
| NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis | Jun 10, 2025 | Computational EfficiencyOut-of-Distribution Generalization | —Unverified | 0 |
| Graph Prompting for Graph Learning Models: Recent Advances and Future Directions | Jun 10, 2025 | Graph Learning | —Unverified | 0 |
| Diffusion-based Time Series Forecasting for Sewerage Systems | Jun 10, 2025 | Prediction IntervalsTime Series | —Unverified | 0 |
| Towards Robust Deep Reinforcement Learning against Environmental State Perturbation | Jun 10, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Real-Time Cascade Mitigation in Power Systems Using Influence Graph Improved by Reinforcement Learning | Jun 10, 2025 | Decision Making | —Unverified | 0 |
| Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring | Jun 10, 2025 | Image Captioning | —Unverified | 0 |
| From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge | Jun 10, 2025 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models | Jun 10, 2025 | | CodeCode Available | 1 |
| Diffusion Models for Safety Validation of Autonomous Driving Systems | Jun 10, 2025 | Autonomous DrivingDenoising | —Unverified | 0 |
| KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks | Jun 10, 2025 | | CodeCode Available | 0 |
| Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems | Jun 10, 2025 | Knowledge GraphsRecommendation Systems | CodeCode Available | 0 |
| SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping | Jun 10, 2025 | Image GenerationSSIM | CodeCode Available | 0 |
| AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP | Jun 10, 2025 | BenchmarkingSentiment Analysis | —Unverified | 0 |
| Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs | Jun 10, 2025 | | CodeCode Available | 1 |
| Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents | Jun 10, 2025 | Decision Making | —Unverified | 0 |
| RadioDUN: A Physics-Inspired Deep Unfolding Network for Radio Map Estimation | Jun 10, 2025 | Compressive Sensing | —Unverified | 0 |
| Improved LLM Agents for Financial Document Question Answering | Jun 10, 2025 | Question Answering | —Unverified | 0 |
| Bayesian Inverse Physics for Neuro-Symbolic Robot Learning | Jun 10, 2025 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens | Jun 10, 2025 | BenchmarkingMathematical Reasoning | —Unverified | 0 |
| Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data | Jun 10, 2025 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement Learning | Jun 10, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin | Jun 10, 2025 | | CodeCode Available | 1 |
| SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting | Jun 10, 2025 | 3DGSScene Understanding | —Unverified | 0 |
| Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model | Jun 10, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 7 |
| Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models | Jun 10, 2025 | | CodeCode Available | 1 |
| Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion | Jun 10, 2025 | | CodeCode Available | 1 |
| MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning | Jun 10, 2025 | Self-Supervised Learning | CodeCode Available | 1 |
| ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization | Jun 10, 2025 | | CodeCode Available | 1 |
| MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis | Jun 10, 2025 | Segmentation | CodeCode Available | 1 |