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| Subgroups Matter for Robust Bias Mitigation | May 27, 2025 | Fairness | CodeCode Available | 0 |
| Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning | May 27, 2025 | Federated Learning | CodeCode Available | 0 |
| TabAttackBench: A Benchmark for Adversarial Attacks on Tabular Data | May 27, 2025 | Adversarial Attack | CodeCode Available | 0 |
| Addressing Data Quality Decompensation in Federated Learning via Dynamic Client Selection | May 27, 2025 | DecompensationFederated Learning | CodeCode Available | 0 |
| A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs | May 27, 2025 | Instruction FollowingPrompt Engineering | CodeCode Available | 0 |
| Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling | May 27, 2025 | Mamba | —Unverified | 0 |
| BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration | May 27, 2025 | AllImage Restoration | CodeCode Available | 2 |
| Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks | May 27, 2025 | GPU | —Unverified | 0 |
| HAD: Hybrid Architecture Distillation Outperforms Teacher in Genomic Sequence Modeling | May 27, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Recovering Fairness Directly from Modularity: a New Way for Fair Community Partitioning | May 27, 2025 | Fairness | —Unverified | 0 |
| OccLE: Label-Efficient 3D Semantic Occupancy Prediction | May 27, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | —Unverified | 0 |
| Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization | May 27, 2025 | Combinatorial OptimizationMeta-Learning | —Unverified | 0 |
| Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems | May 27, 2025 | In-Context LearningRecommendation Systems | —Unverified | 0 |
| DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography | May 27, 2025 | Diffusion MRIMulti-Task Learning | —Unverified | 0 |
| PolarGrad: A Class of Matrix-Gradient Optimizers from a Unifying Preconditioning Perspective | May 27, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LoFT: Low-Rank Adaptation That Behaves Like Full Fine-Tuning | May 27, 2025 | parameter-efficient fine-tuning | —Unverified | 0 |
| Input Convex Kolmogorov Arnold Networks | May 27, 2025 | Kolmogorov-Arnold Networks | —Unverified | 0 |
| Federated Instrumental Variable Analysis via Federated Generalized Method of Moments | May 27, 2025 | Federated Learning | —Unverified | 0 |
| Scalable and adaptive prediction bands with kernel sum-of-squares | May 27, 2025 | Conformal Prediction | —Unverified | 0 |
| TumorHoPe2: An updated database for Tumor Homing Peptides | May 27, 2025 | Specificity | —Unverified | 0 |
| Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making | May 27, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| A Graph Completion Method that Jointly Predicts Geometry and Topology Enables Effective Molecule Assembly | May 27, 2025 | DenoisingDrug Design | —Unverified | 0 |
| Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning | May 27, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Are Statistical Methods Obsolete in the Era of Deep Learning? | May 27, 2025 | Deep LearningEpidemiology | —Unverified | 0 |
| A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging | May 27, 2025 | Q-Learning | —Unverified | 0 |
| FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention | May 27, 2025 | | CodeCode Available | 1 |
| Why Do More Experts Fail? A Theoretical Analysis of Model Merging | May 27, 2025 | | CodeCode Available | 0 |
| Classifying and Clustering Trading Agents | May 27, 2025 | Clustering | CodeCode Available | 0 |
| Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models | May 27, 2025 | Question AnsweringVisual Reasoning | —Unverified | 0 |
| A Kernelised Stein Discrepancy for Assessing the Fit of Inhomogeneous Random Graph Models | May 27, 2025 | | CodeCode Available | 0 |
| What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization | May 27, 2025 | Decision Making | —Unverified | 0 |
| Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series | May 27, 2025 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Apprenticeship learning with prior beliefs using inverse optimization | May 27, 2025 | | CodeCode Available | 0 |
| Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference | May 27, 2025 | Variational Inference | —Unverified | 0 |
| Mentor3AD: Feature Reconstruction-based 3D Anomaly Detection via Multi-modality Mentor Learning | May 27, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Position: Adopt Constraints Over Penalties in Deep Learning | May 27, 2025 | Deep LearningPosition | CodeCode Available | 0 |
| pared: Model selection using multi-objective optimization | May 27, 2025 | modelModel Selection | CodeCode Available | 0 |
| STACI: Spatio-Temporal Aleatoric Conformal Inference | May 27, 2025 | Gaussian ProcessesGPU | —Unverified | 0 |
| Stability Selection via Variable Decorrelation | May 27, 2025 | Variable Selection | CodeCode Available | 0 |
| Response to comment on Mutualism weaken the latitudinal diversity gradient among oceanic islands | May 27, 2025 | ArticlesDiversity | CodeCode Available | 0 |
| A False Discovery Rate Control Method Using a Fully Connected Hidden Markov Random Field for Neuroimaging Data | May 27, 2025 | Computational Efficiency | CodeCode Available | 0 |
| Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics | May 27, 2025 | | CodeCode Available | 0 |
| What LLMs Miss in Recommendations: Bridging the Gap with Retrieval-Augmented Collaborative Signals | May 27, 2025 | RAGRecommendation Systems | —Unverified | 0 |
| DetailFlow: 1D Coarse-to-Fine Autoregressive Image Generation via Next-Detail Prediction | May 27, 2025 | Image Generation | CodeCode Available | 2 |
| Joint Learning in the Gaussian Single Index Model | May 27, 2025 | modelRepresentation Learning | —Unverified | 0 |
| Moment Expansions of the Energy Distance | May 27, 2025 | Sensitivity | —Unverified | 0 |
| Semi-supervised Clustering Through Representation Learning of Large-scale EHR Data | May 27, 2025 | Representation Learning | —Unverified | 0 |
| See through the Dark: Learning Illumination-affined Representations for Nighttime Occupancy Prediction | May 27, 2025 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution | May 27, 2025 | 8kAvg | CodeCode Available | 1 |