| 1 | Rethinking Correctness for Uncertainty Estimation in Clinical Prediction with Vision-Language Models | Mingcheng Zhu, Jinning Liang, Tingting Zhu | cs.LG | 2026-09-14 |
| 2 | Rethinking Procedural Audio Pre-training: Source Scaling and Objective Adaptation | Jiajun Peng, Fengrui Liu, Xinyu Liu +1 | cs.SD | 2026-09-14 |
| 3 | One Example Is Enough to Pass Fairness Benchmarks: Rethinking Fairness Evaluation for Aligned LLMs | Naihao Deng, Samee Arif, Shuaichen Chang +2 | cs.CL | 2026-09-14 |
| #4 | Rethinking Camouflage Image Generation towards a Training-Free Paradigm | Haodong Yang, Zhongling Huang, Gong Cheng | cs.CV | 2026-09-13 |
| #5 | Beyond Natural Images: Rethinking AI-Generated Image Detection in Documents | Zhangjie Fu, Jiazhen Yan, Yuanwen Chen +5 | cs.CV | 2026-09-13 |
| #6 | Talking to Me or Someone Else? Rethinking Talk-to-Me Detection in Egocentric Videos | Feiyu Du, Xi He, Jia Li +2 | cs.CV | 2026-09-12 |
| #7 | Rethinking the Implications of Human Feedback for Preference Learning in Human-Robot Collaboration | Qiping Zhang, Kate Candon, Debasmita Ghose +1 | cs.RO | 2026-09-12 |
| #8 | Particle GFlowNets: Rethinking Generative Marginalization Models | Tiago da Silva, Diego Mesquita, Salem Lahlou | cs.LG | 2026-09-10 |
| #9 | Rethinking Radiomap Blind Prediction with Limited Environment and Configuration Representations | Xiaojie Li, Yu Han, Han Fang +3 | eess.SP | 2026-09-10 |
| #10 | Rethinking Verbalized Confidence for LLM-as-a-Judge: A Compatibility Shift on Post-2025 Proprietary Models | Yu-Chung Hsiao | cs.CL | 2026-09-10 |
| #11 | Rethinking Learned Occupancy in Autonomous Active Mapping with Observation-Gated Filtering | Jiahui Zhang, Bonian Han, Gongbo Liang +1 | cs.RO | 2026-09-08 |
| #12 | Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation | Keren Artiaga, Sabyasachi Kamila, Haithem Afli +2 | cs.CL | 2026-09-07 |
| #13 | Rethinking On-Policy Distillation of Large Language Models II: One Training Example | Zixuan Fu, Bingxiang He, Yuxin Zuo +10 | cs.AI | 2026-09-03 |
| #14 | Rethinking World Models for Safety-Critical Embodied Systems | Kailang Ma, Heye Huang, Inhi Kim +1 | cs.AI | 2026-09-03 |
| #15 | Rethinking 3D Noise: Learning 3D-Aware Video Priors via Optimization-Free Morphological Perturbations | Onat Şahin, Mohammad Altillawi, George Eskandar +2 | cs.CV | 2026-09-03 |
| #16 | Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning | Heng Wang, Jielin Qiu, Wenting Zhao +7 | cs.CL | 2026-09-03 |
| #17 | Rethinking the Teacher-Student Framework for Test-Time Adaptation | Damian Sójka, Marc Masana, Bartłomiej Twardowski +1 | cs.LG | 2026-09-02 |
| #18 | From Visual Cues to Spoken Narration: Rethinking Audio Description | Akshita Gupta, Aditya Arora, Federico Tombari +2 | cs.CV | 2026-09-01 |
| #19 | Gradient-Update Mismatch: Rethinking Conflict-Free Training of Physics-Informed Neural Networks | Jing Xiao, Xinhai Chen, Qinglin Wang +5 | cs.LG | 2026-09-01 |
| #20 | Rethinking Learnability in Offline Data-driven Optimization | Chao Qian, Chen-Guang Wang, Rong-Xi Tan +1 | cs.LG | 2026-09-01 |
| #21 | Lingua Franca or Probing Artifact? Rethinking Latent Language in Multilingual LLMs | Deniz Bayazit, Badr AlKhamissi, Antoine Bosselut | cs.CL | 2026-08-31 |
| #22 | "Train classical, deploy quantum" requires rethinking generalization | Snehal Raj, Natansh Mathur, Alejandro Perdomo-Ortiz | quant-ph | 2026-08-31 |
| #23 | Rethinking the Test-Time Prompt Tuning Objective from the Perspective of Calibration | Jungwon Choi, Hyeonseo Jang, Kibok Lee +1 | cs.AI | 2026-08-31 |
| #24 | Doc-REFRAG: Rethinking Multimodal Document Retrieval-Augmented Generation | Ruofan Hu, Shengyang Xu, Minjie Hong +5 | cs.IR | 2026-08-31 |
| #25 | When History Is Multimodal: Rethinking Context Management for Long-Horizon Agents | Jiaqi Su, Cong Pang, Jiawei Hong +4 | cs.CL | 2026-08-30 |
| #26 | The Illusion of Replacement: Rethinking Specialized Machine Learning Models in the Foundation Model Era | Kiyan Rezaee | cs.CL | 2026-08-29 |
| #27 | AI as Teammate: Rethinking Task Distribution in Medical Training | Fendi Tsim, Alina Gutoreva, Anthony Weiss +1 | cs.HC | 2026-08-28 |
| #28 | Locate Anything in Videos: Rethinking Efficient Generative Spatio-Temporal Video Grounding | Hanoona Rasheed, Haania Siddiqui, Ming-Hsuan Yang +2 | cs.CV | 2026-08-28 |
| #29 | Naive Prompt Optimization: Rethinking the Need for Complex Prompt Search | Yuan Chang, Xiaoqi Chen | cs.AI | 2026-08-27 |
| #30 | Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG | Dong-Hee Kim, Seonwoo Choi, Changbeen Kim +6 | cs.CV | 2026-08-27 |
| #31 | Rethinking Image Processing for the Age of AI: A Problem-First Framework for Scientific Progress | Guoping Qiu | cs.CV | 2026-08-27 |
| #32 | Rethinking Message Passing as Retrieval for Text-Attributed Graph Learning | Jintang Li, Yuhong Chen, Ruofan Wu +4 | cs.LG | 2026-08-27 |
| #33 | Do LLMs Understand Personality? Rethinking Persona Fidelity Evaluation through Structured Behavioral Inference | Mengfan Li, Zesheng Wei, Xuanhua Shi +1 | cs.CL | 2026-08-27 |
| #34 | Repair or Resample? Rethinking Failure Debugging in LLM Multi-Agent Systems | Zhongwen Luan, Xiaoyu Zhang, Ming Hu +3 | cs.AI | 2026-08-26 |
| #35 | Rethinking the Transferable Adversarial Attacks and Robust Defense in Federated Learning | Zuobin Xiong, Deval Mukherjee, Homook Cho +1 | cs.LG | 2026-08-25 |
| #36 | WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation | Zihao Wu, Hongyao Tang, Yi Ma +9 | cs.LG | 2026-08-25 |
| #37 | Rethinking Pre-Training and Augmentation for Zero-Shot Cross-City Object Detection | Long Hoang Pham, Quoc Pham-Nam Ho, Huy-Hung Nguyen +10 | cs.CV | 2026-08-25 |
| #38 | FinixDoc: Rethinking Financial Document Parsing Beyond Saturated Benchmarks | Hang Wang, Jin Zhang, Guoliang Xu +13 | cs.AI | 2026-08-24 |
| #39 | Rethinking Communication Metrics: How Should We Measure Meaning? | Niloofar Tavakolian, Hakimeh Purmehdi, Jungyeon Baek | cs.LG | 2026-08-21 |
| #40 | Rethinking Expressivity and Efficiency in Test-Time Training | Zeyun Zhong, Joya Chen, Manuel Martin +3 | cs.LG | 2026-08-21 |
| #41 | A2DINOv3: Rethinking Multi-Modal Object Detection via Socialized Collaboration | Jiekang Feng, Zhihe Fan, Yunqi Zhu +5 | cs.CV | 2026-08-21 |
| #42 | Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts | Xinjie Yao, Zhihe Fan, Yunqi Zhu +6 | cs.AI | 2026-08-21 |
| #43 | WA-JEPA: Rethinking the Video JEPA Paradigm for World-Action Modeling in Autonomous Driving | Xinlin Wang, Yujiao Xiang, Yuheng Zhou +11 | cs.CV | 2026-08-21 |
| #44 | Rethinking Demonstration Unlearning in Imitation Learning for Robotics | Jiazhuo Li, Yu Zhang, Yiming Fei +4 | cs.RO | 2026-08-21 |
| #45 | V-REX: Efficient Specialist VLM Training for Veterinary X-Rays | Tim Elsner, Nicole McNally, Andre Dourson +1 | cs.CV | 2026-08-20 |
| #46 | Rethinking Patch Based Multivariate Time Series Forecasting with Semantic Structured Partitioning | Jiazhe Wang, Zhiquan Huang, Linjing Xue +3 | cs.AI | 2026-08-20 |
| #47 | Rethinking the Evaluation and Optimization of LLM-Based Social Simulation | Pei Wang, Xu Chen, Ji-Rong Wen | cs.AI | 2026-08-20 |
| #48 | Rethinking Privileged Information in On-Policy Self-Distillation | Samyak Shrestha, Alexander Tessier | cs.LG | 2026-08-18 |
| #49 | Beyond MSE: Rethinking the Evaluation Metric and Benchmarking for Irregular Time Series Forecasting | Rongwen Li, Haixin Xie, Xiao Wang +1 | cs.LG | 2026-08-18 |
| #50 | Rethinking Irregular Time Series Forecasting from the Perspective of Basis Functions | Rongwen Li, Changjian Chen | cs.LG | 2026-08-18 |