TMLR Submissions

MobileCLIP2: Improving Multi-Modal Reinforced Training
Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Alexander T Toshev, Oncel Tuzel, Hadi Pouransari
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Intern-GS: Vision Model Guided Sparse-View 3D Gaussian Splatting
TMLR Paper4667 Authors
- 14 Apr 2025 (modified: 08 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Understanding In-Context Learning of Linear Models in Transformers Through an Adversarial Lens
Usman Anwar, Johannes von Oswald, Louis Kirsch, David Krueger, Spencer Frei
- Published: 05 Aug 2025, Last Modified: 05 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Task Diversity Shortens the In-Context Learning Plateau
Jaeyeon Kim, Sehyun Kwon, Joo Young Choi, Jongho Park, Jaewoong Cho, Jason D. Lee, Ernest K. Ryu
- Published: 16 Aug 2025, Last Modified: 16 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Bayesian Optimization of Robustness Measures under Input Uncertainty: A Randomized Gaussian Process Upper Confidence Bound Approach
Yu Inatsu
- Published: 23 Jul 2025, Last Modified: 23 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Approximations to worst-case data dropping: unmasking failure modes
Jenny Y. Huang, David R. Burt, Yunyi Shen, Tin D. Nguyen, Tamara Broderick
- Published: 08 Jul 2025, Last Modified: 08 Jul 2025
- Accepted by TMLR
- Readers: Everyone
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
Fin Amin, Jung-Eun Kim
- Published: 15 Jul 2025, Last Modified: 15 Jul 2025
- Accepted by TMLR
- Readers: Everyone
VSCoDe: Visual-Augmentation Selection for Contrastive Decoding
TMLR Paper4660 Authors
- 13 Apr 2025 (modified: 20 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training
Hiroki Naganuma, Xinzhi Zhang, Man-Chung Yue, Ioannis Mitliagkas, Russell J. Hewett, Philipp Andre Witte, Yin Tat Lee
- Published: 16 Sept 2025, Last Modified: 16 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities
Zora Che, Stephen Casper, Robert Kirk, Anirudh Satheesh, Stewart Slocum, Lev E McKinney, Rohit Gandikota, Aidan Ewart, Domenic Rosati, Zichu Wu, Zikui Cai, Bilal Chughtai, Yarin Gal, Furong Huang, Dylan Hadfield-Menell
- Published: 25 Jul 2025, Last Modified: 25 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Between Linear and Sinusoidal: Rethinking the Time Encoder in Dynamic Graph Learning
Hsing-Huan Chung, Shravan S Chaudhari, Xing Han, Yoav Wald, Suchi Saria, Joydeep Ghosh
- Published: 20 Jul 2025, Last Modified: 20 Jul 2025
- Accepted by TMLR
- Readers: Everyone
GRAD-T: Graph Regularized Attention-based Diffusion Model for Analysis of Contextual Emotion Contagion
TMLR Paper4656 Authors
- 12 Apr 2025 (modified: 18 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Bridging VMP and CEP: Theoretical Insights for Connecting Different Approximate Bayesian Inference Methods
TMLR Paper4655 Authors
- 12 Apr 2025 (modified: 03 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Slicing the Gaussian Mixture Wasserstein Distance
Moritz Piening, Robert Beinert
- Published: 22 Aug 2025, Last Modified: 22 Aug 2025
- Accepted by TMLR
- Readers: Everyone
On Joint Regularization and Calibration in Deep Ensembles
TMLR Paper4652 Authors
- 11 Apr 2025 (modified: 10 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
A noise-corrected Langevin algorithm and sampling by half-denoising
Aapo Hyvarinen
- Published: 16 Sept 2025, Last Modified: 16 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Rollout Total Correlation for Deep Reinforcement Learning
Bang You, Huaping Liu, Jan Peters, Oleg Arenz
- Published: 26 Aug 2025, Last Modified: 27 Aug 2025
- Accepted by TMLR
- Readers: Everyone
LRVS-Fashion: Extending Visual Search with Referring Instructions
TMLR Paper4648 Authors
- 10 Apr 2025 (modified: 03 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Solving Inverse Problems using Diffusion with Iterative Colored Renoising
Matthew C Bendel, Saurav K Shastri, Rizwan Ahmad, Philip Schniter
- Published: 09 Sept 2025, Last Modified: 09 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Soft Prompt-tuning for Short Text Classification via Internal Knowledge Expansion
TMLR Paper4645 Authors
- 10 Apr 2025 (modified: 02 Aug 2025)
- Withdrawn by Authors
- Readers: Everyone
Reliable and Responsible Foundation Models
TMLR Paper4644 Authors
- 09 Apr 2025 (modified: 24 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
DIVINE: Diverse-Inconspicuous Feature Learning to Mitigate Abridge Learning
Saheb Chhabra, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh
- Published: 28 Jul 2025, Last Modified: 28 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Reachability Weighted Offline Goal-conditioned Resampling
TMLR Paper4640 Authors
- 09 Apr 2025 (modified: 15 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning
Nurbek Tastan, Samuel Horváth, Karthik Nandakumar
- Published: 21 Aug 2025, Last Modified: 21 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation
Tsiry Mayet, Simon Bernard, Romain HÉRAULT, Clement Chatelain
- Published: 04 Sept 2025, Last Modified: 12 Sept 2025
- Accepted by TMLR
- Readers: Everyone