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Leveraging Class Similarity for Enhanced Conformal Prediction
Ariel Fargion, Lahav Dabah, Tom Tirer
- 18 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SARE: Semantic-Aware Reconstruction Error for Generalizable AI-Generated Image Detection
Ju Yeon Kang, Jaehong Park, Semin Kim, Ji Won Yoon, Nam Soo Kim
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Vision Hopfield Memory Networks
Jianfeng Wang, Luk Koska, Amine M'Charrak, Xiangtao Wang, Daniel Petriceanu, Mykyta Smyrnov, Ruizhi Wang, Thomas Lukasiewicz
- 18 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
VISA: Preserving Fine-Grained Perception in MLLMs via Visual Semantic Anchoring
Lixuan He, Shulin Tian, Ziwei Liu
- 18 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
RUBATO: A Multi-Version Benchmark for Robust Music Analysis and Transcription
Yannik Venohr, Leonie Schafferhans, Simon Schwär, Yiwei Ding, Christof Weiss
- 18 Sept 2025 (modified: 12 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity
Maximilian Beck, Kajetan Schweighofer, Sebastian Böck, Sebastian Lehner, Sepp Hochreiter
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Analysis of High-order Interactions in Shapley value for Model Interpretation
Wonjoon Chang, Junho Choi, Myeongjin Lee, Minseok Yoon, Jaesik Choi
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
VFaith: Do Large Multimodal Models Really Reason on Seen Images Rather than Previous Memories?
Jiachen Yu, Yufei Zhan, Ziheng Wu, Yousong Zhu, Yujiu Yang, Jinqiao Wang
- 18 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GRM-Omni: Generative Omni-modality Reward Modeling via Meta Reward Learning
Xiaobo Liang, Wanfu Wang, Juntao Li, Guangquan Xue, Qipeng Huang, Linxuan Du, Yuyang Ding, Zecheng Tang, jianye hou, Yan Bowen, Min Zhang
- 18 Sept 2025 (modified: 07 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MedReason-Dx: Benchmarking Step-by-Step Reasoning of Language Models in Medical Diagnosis
Jun Nie, Xikun Zhang, Michael K. Chen, Guanzheng Qin, Xuanda Du, Swarnadeep Mandal, Chen Yifei, Chen Yiming, Jiaxing Huang, Wei Zhang, Baosheng Yu, Huangxuan Zhao, Alvin Chan, Kenneth Fong, Penglu Wen, Yibing Zhan, Pingbo Xu, Xinmei Tian, Dacheng Tao
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MMRN: A Multi-scale Multi-task Residual Network for Seasonal Climate Forecasting
Dongliang Cui, Weiqi Chen, Zongjiang Shang, Wanyi Jiang, Yue Yu, Binqing Wu, Bo Wu, Liang Sun, Ling Chen
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Useless, or Untapped? Unlocking the Full Value of Zero-Advantage Samples for Better Policy Optimization
Guanzhong Wu, Weiduo Liao, Caigao JIANG, Xingyu Lu, Lintao Ma, Ying Wei
- 18 Sept 2025 (modified: 01 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models
Xiangyu Dong, Haoran Zhao, Jiang Gao, HaoZhou li, XiaoGuang Ma, Yaoming Zhou, Fuhai Chen, Juan Liu
- 18 Sept 2025 (modified: 26 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BOLT: Decision‑Aligned Distillation and Budget-Aware Routing for Constrained Multimodal QA on Robots
Tengjun Ni, Xin Yuan, Shenghong Li, Kai Wu, Ren Ping Liu, Wei Ni, Wenjie Zhang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
The Last Token is Enough: Lightweight Contrastive Decoding for Mitigating Hallucinations in Large Vision-Language Models
Zhenzhong Zheng, Xiang Cheng, Hongzhen Wang, Shuo Liu
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ACTS: Adaptive Control for Test-time Scaling
Taneesh Gupta, Rahul Madhavan, Rishabh Tiwari, Xuchao Zhang, Chetan Bansal, Saravan Rajmohan, Kurt Keutzer
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Rethinking Sparse Autoencoders: Select-and-Project for Fairness and Control from Encoder Features Alone
Antonio Barbalau, Cristian Daniel Paduraru, Teodor Poncu, Alexandru Tifrea, Elena Burceanu
- 18 Sept 2025 (modified: 19 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Lab to Line: Deployment-Aware NMR–Text Expert Routing for Real-Time Apple Moldy Core Disease Screening and Explanation
Yang Lv, Yin Li, Yehui Han
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Docs2Table: Bridging Multiple Documents and Structured Tables via LLMs
Long Wan, Haiqiang Shen, Yuanqing Cai, Jiale Hou, Ye Huang, Lixin Duan
- 18 Sept 2025 (modified: 01 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval
Junjie Zhou, Ze Liu, Lei Xiong, Jin-Ge Yao, Yueze Wang, Shitao Xiao, Fenfen Lin, Miguel Hu Chen, Zhicheng Dou, Siqi Bao, Defu Lian, yongping xiong, Zheng Liu
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RA-SpaRC: Robust Adaptation with Sparse Plus Low-Rank Compressors
Longtian Tang, Zhicheng Xu, Ping Li, Yi ZHENG, Zhefeng Wang, Xiaoming Yuan
- 18 Sept 2025 (modified: 22 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ProSAR: Prototype-Guided Semantic Augmentation and Refinement for Time Series Contrastive Learning
Caiyi Yang, Chenglin Li, Hao Zhang, Weijia Lu, ZHIFEI YANG, Wenrui Dai, xiaodong Zhang, Xiaofeng Ma, Can Zhang, Junni Zou, Hongkai Xiong
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
Rubin Wei, Jiaqi Cao, Jiarui Wang, Jushi Kai, Qipeng Guo, Bowen Zhou, Zhouhan Lin
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
MoST: Mixing Speech and Text with Modality-Aware Mixture of Experts
Yuxuan Lou, Kai Yang, Yang You
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Merge to Remember: Sharpness-Aware Isotropic Merging for Continual Learning
Qun Yang, Enneng Yang, Li Shen, Wei Chen, Long Lan
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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