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Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Classification
Antonio De Santis, Riccardo Campi, Matteo Bianchi, Marco Brambilla
- Published: 08 Jun 2026, Last Modified: 08 Jun 2026
- Accepted by TMLR
- Readers: Everyone
Statistical Inference for Generative Model Comparison
Zijun Gao, Han Su, Yan Sun
- Published: 18 Mar 2026, Last Modified: 18 Mar 2026
- Accepted by TMLR
- Readers: Everyone
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation
TMLR Paper6630 Authors
- 24 Nov 2025 (modified: 19 Jan 2026)
- Withdrawn by Authors
- Readers: Everyone
Combinatorial Capacity of modReLU Complex Networks: VC-Dimension Bounds and Lower Limits
Mehmet Altunören
- Published: 15 Apr 2026, Last Modified: 15 Apr 2026
- Accepted by TMLR
- Readers: Everyone
Models with a Cause: Causal Discovery with Language Models on Temporally Ordered Text Data
Bruce Rushing, Javier Gomez-Lavin
- Published: 03 May 2026, Last Modified: 03 May 2026
- Accepted by TMLR
- Readers: Everyone
The Teaching--Regret--Stability Principle in Non-Stationary Reinforcement Learning
TMLR Paper6627 Authors
- 24 Nov 2025 (modified: 26 Feb 2026)
- Withdrawn by Authors
- Readers: Everyone
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
Raghav Singhal, Kaustubh Ponkshe, Rohit Vartak, Lav R. Varshney, Praneeth Vepakomma
- Published: 05 Mar 2026, Last Modified: 05 Mar 2026
- Accepted by TMLR
- Readers: Everyone
Random Character-Level Perturbations Amplify LLM Jailbreak Attacks
Shuyi Yu, Zhe Cao, Kohei Tsuji, Yusuke Sakai, Hidetaka Kamigaito, Jingun Kwon, Manabu Okumura, Taro Watanabe
- Published: 04 Jun 2026, Last Modified: 04 Jun 2026
- Accepted by TMLR
- Readers: Everyone
Causal Decoding for Hallucination-Resistant Multimodal Large Language Models
Shiwei Tan, Hengyi Wang, Weiyi Qin, Qi Xu, Zhigang Hua, Hao Wang
- Published: 01 Feb 2026, Last Modified: 01 Feb 2026
- Accepted by TMLR
- Readers: Everyone
Pull-to-Outlier & Contrastive Objective-level (POCO) Unlearning: A Framework for Sample and Objective Forgetting
Agil Aghasanli, Plamen P Angelov
- Published: 29 Apr 2026, Last Modified: 29 Apr 2026
- Accepted by TMLR
- Readers: Everyone
Transitioning Heads Conundrum: The Hidden Bottleneck in Long-Tailed Class-Incremental Learning
Rahul Vigneswaran, Hari Chandana Kuchibhotla, Vineeth N. Balasubramanian
- Published: 24 Apr 2026, Last Modified: 24 Apr 2026
- Accepted by TMLR
- Readers: Everyone
ClimateAgent: Multi-Agent Orchestration for Complex Climate Data Science Workflows
Chenyue Li, Hyeonjae Kim, Wen Deng, Mengxi Jin, HUANG Wen, Mengqian Lu, Binhang Yuan
- Published: 17 Apr 2026, Last Modified: 17 Apr 2026
- Accepted by TMLR
- Readers: Everyone
Sparse Mean Estimation in Adversarial Settings via Incremental Learning
Jianhao Ma, Rui Ray Chen, Yinghui He, Salar Fattahi, Wei Hu
- Published: 10 May 2026, Last Modified: 10 May 2026
- Accepted by TMLR
- Readers: Everyone
PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion
Humaira Kousar, Hasnain Irshad Bhatti, Jaekyun Moon
- Published: 11 Mar 2026, Last Modified: 11 Mar 2026
- Accepted by TMLR
- Readers: Everyone
InfoScale: Unleashing Training-free Variable-scaled Image Generation via Effective Utilization of Information
Guohui Zhang, Jiangtong Tan, Linjiang Huang, Zhonghang Yuan, Mingde Yao, Jie Huang, Feng Zhao
- Published: 10 May 2026, Last Modified: 10 May 2026
- Accepted by TMLR
- Readers: Everyone
Phase Transitions or Continuous Evolution? Methodological Sensitivity in Neural Network Training Dynamics
TMLR Paper6615 Authors
- 23 Nov 2025 (modified: 24 Apr 2026)
- Rejected by TMLR
- Readers: Everyone
Open-Set Domain Adaptation Under Background Distribution Shift: Challenges and A Provably Efficient Solution
Shravan S Chaudhari, Yoav Wald, Suchi Saria
- Published: 18 May 2026, Last Modified: 18 May 2026
- Accepted by TMLR
- Readers: Everyone
Inference-Time Alignment via Hypothesis Reweighting
Yoonho Lee, Jonathan Williams, Henrik Marklund, Archit Sharma, Eric Mitchell, Anikait Singh, Chelsea Finn
- Published: 21 May 2026, Last Modified: 21 May 2026
- Accepted by TMLR
- Readers: Everyone
Accurate Split Learning on Noisy Signals
Hang Xu, Subhajit Maity, Aritra Dutta, Xin Li, Panos Kalnis
- Published: 01 Apr 2026, Last Modified: 01 Apr 2026
- Accepted by TMLR
- Readers: Everyone
PhasorTransformer: Integrating Rotational Inductive Biases for Complex-Valued Sequence Modeling
TMLR Paper6609 Authors
- 22 Nov 2025 (modified: 31 Dec 2025)
- Withdrawn by Authors
- Readers: Everyone
SpikingBrain: Spiking Brain-inspired Large Models
Yuqi Pan, Yupeng Feng, JingHao Zhuang, siyu ding, Han Xu, Zehao Liu, Bohan Sun, Yuhong Chou, Xuerui Qiu, Anlin Deng, Anjie Hu, Shurong Wang, Peng Zhou, Man Yao, Jibin Wu, jian yang, 孙国梁, Bo XU, Guoqi Li
- Published: 25 Mar 2026, Last Modified: 25 Mar 2026
- Accepted by TMLR
- Readers: Everyone
Diversity Boosts AI-Generated Text Detection
Advik Raj Basani, Pin-Yu Chen
- Published: 23 Feb 2026, Last Modified: 23 Feb 2026
- Accepted by TMLR
- Readers: Everyone
Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individual Behavioral Learning
Radman Rakhshandehroo, Daniel Coombs
- Published: 24 Mar 2026, Last Modified: 24 Mar 2026
- Accepted by TMLR
- Readers: Everyone
Incremental Feature Selection in Dynamic Incomplete Ordered Decision Systems
TMLR Paper6604 Authors
- 22 Nov 2025 (modified: 16 Feb 2026)
- Rejected by TMLR
- Readers: Everyone
Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning
Meitong Liu, Xiaoyuan Zhang, Chulin Xie, Kate Donahue, Han Zhao
- Published: 19 Mar 2026, Last Modified: 19 Mar 2026
- Accepted by TMLR
- Readers: Everyone

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