TMLR Submissions

PCF Learned Sort: a Learning Augmented Sort Algorithm with $\mathcal{O}(n \log\log n)$ Expected Complexity
TMLR Paper4387 Authors
- 02 Mar 2025 (modified: 09 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Out-of-Distribution Detection with Overlap Index
TMLR Paper4386 Authors
- 02 Mar 2025 (modified: 19 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Spaced Scheduling for Large Language Model Training
Amine El hattami, Nicolas Chapados, Christopher Pal
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Modeling Human Beliefs about AI Behavior for Scalable Oversight
Leon Lang, Patrick Forré
- Published: 18 Aug 2025, Last Modified: 18 Aug 2025
- Accepted by TMLR
- Readers: Everyone
On the Reproducibility of Vision Transformers Need Registers
TMLR Paper4382 Authors
- 28 Feb 2025 (modified: 16 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
CLImage: Human-Annotated Datasets for Complementary-Label Learning
Hsiu-Hsuan Wang, Mai Tan Ha, Nai-Xuan Ye, Wei-I Lin, Hsuan-Tien Lin
- Published: 30 May 2025, Last Modified: 30 May 2025
- Accepted by TMLR
- Readers: Everyone
Expressive Pooling for Graph Neural Networks
Veronica Lachi, Alice Moallemy-Oureh, Andreas Roth, Pascal Welke
- Published: 15 Jul 2025, Last Modified: 15 Jul 2025
- Accepted by TMLR
- Readers: Everyone
A Framework for Finding Local Saddle Points in Two-Player Zero-Sum Black-Box Games
Shubhankar Agarwal, Hamzah I Khan, Sandeep P. Chinchali, David Fridovich-Keil
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Inverse Reinforcement Learning via Inverse Optimization
TMLR Paper4378 Authors
- 28 Feb 2025 (modified: 19 May 2025)
- Rejected by TMLR
- Readers: Everyone
Explaining Caption-Image Interactions in CLIP Models with Second-Order Attributions
Lucas Moeller, Pascal Tilli, Thang Vu, Sebastian Padó
- Published: 27 Jul 2025, Last Modified: 27 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Batch Training for Streaming Time Series: A Transferable Augmentation Framework to Combat Distribution Shifts
Weiyang Zhang, Xinyang Chen, Yu Sun, Weili Guan, Liqiang Nie
- Published: 02 Jul 2025, Last Modified: 02 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Registers in Small Vision Transformers: A Reproducibility Study of Vision Transformers Need Registers
Linus Ruben Bach, Emma Bakker, Rénan van Dijk, Jip de Vries, Konrad Szewczyk
- Published: 18 Aug 2025, Last Modified: 18 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Fully Automatic Neural Network Reduction for Formal Verification
Tobias Ladner, Matthias Althoff
- Published: 06 Jul 2025, Last Modified: 06 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Learning Equivalence Classes of Bayesian Network Structures with GFlowNet
Michelle Liu, Zhaocheng Zhu, Olexa Bilaniuk, Emmanuel Bengio
- Published: 01 Sept 2025, Last Modified: 01 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Large Language Model Confidence Estimation via Black-Box Access
Tejaswini Pedapati, Amit Dhurandhar, Soumya Ghosh, Soham Dan, Prasanna Sattigeri
- Published: 07 Jul 2025, Last Modified: 07 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Controlled Model Debiasing through Minimal and Interpretable Updates
Federico Di Gennaro, Thibault Laugel, Vincent Grari, Marcin Detyniecki
- Published: 02 Jul 2025, Last Modified: 02 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Variance Dichotomy in Feature Spaces of Facial Recognition Systems is a Weak Defense against Simple Weight Manipulation Attacks
Matthew Bowditch, Mike Paterson, Matthias Englert, Ranko Lazic
- Published: 02 Jul 2025, Last Modified: 02 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems
Jeffrey Wen, Rizwan Ahmad, Philip Schniter
- Published: 15 May 2025, Last Modified: 15 May 2025
- Accepted by TMLR
- Readers: Everyone
Reproducibility Study of GNNBoundary: Towards Explain- ing Graph Neural Networks through the Lens of Decision Boundaries
TMLR Paper4367 Authors
- 27 Feb 2025 (modified: 04 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Long Context Transfer from Language to Vision
Peiyuan Zhang, Kaichen Zhang, Bo Li, Guangtao Zeng, Jingkang Yang, Yuanhan Zhang, Ziyue Wang, Haoran Tan, Chunyuan Li, Ziwei Liu
- Published: 24 Jul 2025, Last Modified: 24 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum
Riccardo Zaccone, Sai Praneeth Karimireddy, Carlo Masone, Marco Ciccone
- Published: 30 Jun 2025, Last Modified: 30 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Unmasking Trees for Tabular Data
Calvin McCarter
- Published: 22 Jul 2025, Last Modified: 22 Jul 2025
- Accepted by TMLR
- Readers: Everyone
FlowBench: Benchmarking Optical Flow Estimation Methods for Reliability and Generalization
Shashank Agnihotri, Julian Yuya Caspary, Luca Schwarz, Xinyan Gao, Jenny Schmalfuss, Andres Bruhn, Margret Keuper
- Published: 01 Sept 2025, Last Modified: 01 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Deep Augmentation: Dropout as Augmentation for Self-Supervised Learning
Rickard Brüel Gabrielsson, Tongzhou Wang, Manel Baradad, Justin Solomon
- Published: 22 May 2025, Last Modified: 22 May 2025
- Accepted by TMLR
- Readers: Everyone
NeoBERT: A Next Generation BERT
Lola Le Breton, Quentin Fournier, John Xavier Morris, Mariam El Mezouar, Sarath Chandar
- Published: 03 Jun 2025, Last Modified: 13 Jun 2025
- Accepted by TMLR
- Readers: Everyone