| 1 | Recovering Reliable Supervision via Critique-Guided On-Policy Distillation | Kaixiang Zhao, Tianrun Yu, Shangzhe Li +4 | cs.LG | 2026-10-14 |
| 2 | A$^3$PreCore: Robust Rigid Registration for Native FLAIR-Space Brain-Mask Transfer | Elmira Mirzabeigi, Zahra Khalilzad, Taylor Snowden-Richardson +4 | cs.CV | 2026-10-14 |
| 3 | AdaRSI: On-Demand Recursive Self-Improvement for Embodied Agents | Peidong Wang, Ying Chang, Zhiming Ma +8 | cs.CL | 2026-10-14 |
| #4 | Infant Fingerprints: Quality Assessment & Recognition | João L. H. Dall Agnol, Dalcimar Casanova, Rodrigo Minetto +4 | cs.CV | 2026-10-14 |
| #5 | Continual Learning for Reliable In-Sequence Molecular Communication | Siddhant Setia, Junichi Suzuki, Tadashi Nakano | cs.LG | 2026-10-14 |
| #6 | From Unreliable to Usable: Decomposing Failure Modes and Confidence Signals in LLM Entity Extraction - Evidence from Cyber Threat Intelligence | Jiahong Qian | cs.CL | 2026-10-14 |
| #7 | Training Language Models to Fail Gracefully | Daman Arora, Xuecheng Liu, Himanshu Gaurav Singh +6 | cs.LG | 2026-10-14 |
| #8 | Argument Graph Uncertainty: Quantifying Uncertainty from the Logical Structure of Reasoning Chains | Simon Baur, Sumire Honda, Wojciech Samek +1 | cs.AI | 2026-10-14 |
| #9 | Taking the PULSE of Medical Reasoning: Step-Level Retrieval Timing for Knowledge-Grounded Inference | Danyang Zhao, Sendong Zhao, Yanrui Du +6 | cs.CL | 2026-10-14 |
| #10 | A Valid Watermark Is Not a Valid Identity: Spatial-Spectral Adversarial Face Evasion with Watermark Preservation | Jefferson David Rodriguez Chivata, Davide Ghiani, Simone Maurizio La Cava +3 | cs.CV | 2026-10-14 |
| #11 | Anuvani-LID: Robust and Calibrated Spoken Language Identification for Indian Languages | Stephen Fernandes, Narayan Choudhary | cs.CL | 2026-10-14 |
| #12 | MultiPartyTurnBench: Benchmarking Floor Control in Multi-Party Spoken Dialogue | Puneet Mathur, Dinesh Manocha | cs.SD | 2026-10-14 |
| #13 | DreamHMR: From Video Generation to Human Motion Modeling via Structural Focusing | Zhengjie Xu, Ruihao Gong, Xianglong Liu | cs.CV | 2026-10-14 |
| #14 | When Pairwise Preferences Cycle: A Reliability-Anchored Preference Walk for Video GRPO | Xinrui Lin, Fan Li, Shumin Wang +2 | cs.CV | 2026-10-14 |
| #15 | Safe-FCL: Continual Risk Awareness and Fine-Grained Safety Aggregation for Federated Continual Learning of LLMs | Shuaijie Ma, Yongkang Hu, Yu Cheng +4 | cs.LG | 2026-10-14 |
| #16 | Quantifying Annotation Agreement in Object Detection with Optimal Transport | Kirill Prokhorov, Alexandr A. Kalinin | cs.CV | 2026-10-14 |
| #17 | CARD: Closing the Teacher-Student Loop for Adversarial Robustness Distillation | Zhi Li, Haowei Liu, Hongchen Yang +5 | cs.LG | 2026-10-14 |
| #18 | Beyond Benchmark Accuracy: A Diagnostic Test for LLM Chemical Prediction | Yanyi Su, Yu Zeng, Hongshuai Wang +3 | cs.CL | 2026-10-14 |
| #19 | How GUI Agents Fail: GraceBench for Execution Stability Diagnosis | Ridong Zhang, Shuxian Liang, Chaoqun Wan +2 | cs.AI | 2026-10-14 |
| #20 | Few-Shot Adaptation for Anomalous Sound Detection at Low False-Positive Rate | Simone Lugani, Christof Pichler, Hannes Wegleiter +3 | cs.SD | 2026-10-14 |
| #21 | CoDy: Codec Dynamics as Complementary Priors for Unsupervised Temporal Action Localization | Tianyu Yan, Qingyi Yang, Qin Yang +5 | cs.CV | 2026-10-14 |
| #22 | Explorer-Zero: Improving Self-Play for Long-Horizon Tasks with Decomposable Verifiable Rewards | Tianyu Liu, Davide Belli, Bence Major +2 | cs.AI | 2026-10-14 |
| #23 | Lost in the Fallback: How Reliably Do Typed Decision Models Use Fallback Options? | Yuanbo Xie, Mingli Zhu, Tianyun Liu +3 | cs.CR | 2026-10-14 |
| #24 | EGCForest: Structured Agent Memory Organization for Enterprise Group Chats | Lingxi Cui, Jinhao Ruan, Wenqing Wei +4 | cs.CL | 2026-10-14 |
| #25 | More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning | Linhao Zhong, Bozhen Fang, Xuehao Wang +7 | cs.CL | 2026-10-14 |
| #26 | LabOPBench: A Multimodal Benchmark for Evidence-Grounded Laboratory Decision Making | Jingyuan Li, Yujie Liu, Yijie Dai +18 | cs.AI | 2026-10-14 |
| #27 | PRISMATIC : Prescription Risk Inspection System for Multi-Agent Treatment Interaction in Clinical Decision-Making | Ziyang Ling, Shuyu Lu, Ziyi Chen | cs.CL | 2026-10-14 |
| #28 | ReFormBench: Benchmarking the Stability of Response-Conditioned Format Correction in Large Language Models | Tianxiang Gao, Yahan Li, Chenlu Guo +3 | cs.AI | 2026-10-14 |
| #29 | J-tau: A Fully Localized Japanese Benchmark for Tool-Agent-User Interaction | Chihiro Yano, Jun Hirako, Hiroaki Yamagiwa +1 | cs.CL | 2026-10-14 |
| #30 | Who's Behind the Text? Robust Model Authorship Attribution | Minseok Ko, Hyunseok Lee, Woomin Song +3 | cs.AI | 2026-10-14 |
| #31 | XferAgent: Cross-Agent Experience Transfer for Self-Improving LLM Agents | Weihao Li, Jun Bai, Shijie Chen +3 | cs.MA | 2026-10-14 |
| #32 | Geometric Kernel Diversity: An Axiomatic Diversity Measure in Euclidean Space | Ditbul Ban, Younghun Roh, Julian Shun +1 | cs.CG | 2026-10-14 |
| #33 | $τ$-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions | Rishitosh Kumar Singh, Amir Saeidi, Shamanthak Hegde +2 | cs.AI | 2026-10-14 |
| #34 | Noisy-Label Calibration with Multiple Unreliable Labels | Keisuke Hanada, Futoshi Futami | stat.ML | 2026-10-14 |
| #35 | Cross-Scenario Industrial Defect Detection via Domain-Robust Training and Metric-Aligned Selection | Dikai Li, Weijia Wang, Yuan-Gen Wang | cs.CV | 2026-10-14 |
| #36 | HyrCap: Hybrid Rank-Calibration of Action Proposals for Temporal Event Understanding | Rui Chen, Xingyu Chen, Pengxin Xu +2 | cs.CV | 2026-10-14 |
| #37 | Revisiting Triplet Contrastive Learning for 3D Shape Understanding | Chaoyang Zhu, Zhe Liao, Jiayi Zhang +3 | cs.AI | 2026-10-14 |
| #38 | Holi-Spatial 360: Generative Reconstruction from Sparse Panoramas for Spatial Rendering and Intelligence | Yuanyuan Gao, Zhirui Liu, Yuning Gong +9 | cs.CV | 2026-10-14 |
| #39 | Robust Real-Time Monocular Human Pose Estimation with Insole-Based Sensor Fusion | Liang Yu, Tao Zhu, Xiangqing Lu +2 | cs.CV | 2026-10-14 |
| #40 | PFedMA: Who Should Join Next as Federated Multi-Agent Orchestration Evolves? | Shuai Li, Shengyuan Liu, Fan Qi +1 | cs.AI | 2026-10-14 |
| #41 | MIPS: Mitigating Mode Collapse in Reinforcement Learning for Large Outcome Spaces | Armaan Sandhu, Abhijeet Sinha, Dianbo Liu | cs.LG | 2026-10-14 |
| #42 | VideoHarness-SRSI: Structured Recursive Self-Improvement for Video Understanding Harness | Zihao Lin, Haoyu Dong, Haobo Xu +10 | cs.CV | 2026-10-14 |
| #43 | EpiGuard: An Autonomous Infectious-Disease Early Warning Agent Platform | Tonglong Wei, Zheng Yuan, Lingshuai Lin +3 | cs.AI | 2026-10-14 |
| #44 | Selective Next-Location Prediction with MetaModelSelect: A Lightweight Post-Hoc Confidence Metamodel | Calvin Jary, Nafiseh Kahani | cs.LG | 2026-10-14 |
| #45 | One-Step Prediction Fidelity Is a Poor Proxy for Planning Performance in JEPA World Models | Joshua Cheung, Zhang He | cs.LG | 2026-10-14 |
| #46 | When Is Smaller Greener? Right-Sizing Language Models for Agentic AI | Sajid Siraj, Maria Barbati | cs.AI | 2026-10-14 |
| #47 | NavAble: A Large-Scale Dataset and Synthetic Data Generation Pipeline for Blind Navigation | Hochul Hwang, Jahir Sadik Monon, Soowan Yang +9 | cs.CV | 2026-10-14 |
| #48 | DTDD: Divergence-Triggered Dynamic Distillation for Reliable On-Policy Supervision | Qijia He, Zequn Li, Spencer Luo +6 | cs.LG | 2026-10-13 |
| #49 | Outcome-Routed Distillation and Reinforcement Learning for Diffusion Language Models | Wentao Lu, Tianyu Zhu, Jesse Clark | cs.LG | 2026-10-13 |
| #50 | Write Once, Plan Many: Building Reusable Visual Planning Systems from One Scene | Ruixiao Yang, Yilun Hao, Mingxin Yu +2 | cs.AI | 2026-10-13 |