TMLR Submissions

A Theoretical and Empirical Study on the Convergence of Adam with an “Exact" Constant Step Size in Non-Convex Settings
TMLR Paper3043 Authors
- 21 Jul 2024 (modified: 12 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Proximal Policy Distillation
Giacomo Spigler
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials
Hiroki Furuta, Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo
- Published: 18 Nov 2024, Last Modified: 18 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Towards Practical Tool Usage for Continually Learning Large Language Models
TMLR Paper3040 Authors
- 21 Jul 2024 (modified: 15 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Blending Two Styles: Generating Inter-domain Images with MiddleGAN
Collin MacDonald, Zhendong Chu, John Stankovic, Huajie Shao, Gang Zhou, Ashley Gao
- Published: 26 Dec 2024, Last Modified: 26 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Modularity aided consistent attributed graph clustering via coarsening
Yukti Makhija, Samarth Bhatia, Manoj Kumar, Sandeep Kumar
- Published: 25 Jun 2025, Last Modified: 25 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Adaptive $k$-nearest neighbor classifier based on the local estimation of the shape operator
TMLR Paper3036 Authors
- 20 Jul 2024 (modified: 15 Jan 2025)
- Withdrawn by Authors
- Readers: Everyone
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
- Published: 30 Dec 2024, Last Modified: 30 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Optimizing Cycle Life Prediction of Lithium-ion Batteries via a Physics-Informed Model
Nathan Sun, Daniel Nicolae, Sara Sameer, Karena Yan
- Published: 02 May 2025, Last Modified: 02 May 2025
- Accepted by TMLR
- Readers: Everyone
Teacher-Guided Graph Contrastive Learning
Jay Nandy, Arnab Kumar Mondal, Manohar Kaul, Prathosh AP
- Published: 20 Dec 2024, Last Modified: 20 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Enhancing Remaining Useful Life Prediction with Ensemble Multi-Term Fourier Graph Neural Networks
Ya Song, Laurens Bliek, Yaoxin Wu, Yingqian Zhang
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance
Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
- Published: 23 Jan 2025, Last Modified: 23 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Weighted L1 and L0 Regularization Using Proximal Operator Splitting Methods
Zewude A. Berkessa, Patrik Waldmann
- Published: 18 Nov 2024, Last Modified: 19 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting
TMLR Paper3028 Authors
- 19 Jul 2024 (modified: 28 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
When low-vision task meets dense prediction tasks with less data: an auxiliary self-trained geometry regularization
ZAIWANG GU, Weide Liu, Xulei Yang, Chuan-Sheng Foo, Jun Cheng
- Published: 11 Dec 2024, Last Modified: 11 Dec 2024
- Accepted by TMLR
- Readers: Everyone
PPT: Adaptive Token Pruning and Pooling for Efficient Vision Transformers
TMLR Paper3025 Authors
- 19 Jul 2024 (modified: 12 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Learning to Cooperate under Private Rewards
TMLR Paper3024 Authors
- 19 Jul 2024 (modified: 27 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection
Kemal Oksuz, Selim Kuzucu, Tom Joy, Puneet K. Dokania
- Published: 06 Nov 2024, Last Modified: 06 Nov 2024
- Accepted by TMLR
- Readers: Everyone
The 2023 Foundation Model Transparency Index
Rishi Bommasani, Kevin Klyman, Shayne Longpre, Sayash Kapoor, Nestor Maslej, Betty Xiong, Daniel Zhang, Percy Liang
- Published: 17 Feb 2025, Last Modified: 17 Feb 2025
- Accepted by TMLR
- Readers: Everyone
The 2024 Foundation Model Transparency Index
Rishi Bommasani, Kevin Klyman, Sayash Kapoor, Shayne Longpre, Betty Xiong, Nestor Maslej, Percy Liang
- Published: 04 Mar 2025, Last Modified: 04 Mar 2025
- Accepted by TMLR
- Readers: Everyone
A Gold Standard Dataset for the Reviewer Assignment Problem
Ivan Stelmakh, John Frederick Wieting, Yang Xi, Graham Neubig, Nihar B Shah
- Published: 30 Apr 2025, Last Modified: 02 May 2025
- Accepted by TMLR
- Readers: Everyone
Improving Robust Generalization with Diverging Spanned Latent Space
Owen Dou, Zhiqiang Gao, Hangchi Shen, Ziling Yuan, Shufei Zhang, Kaizhu Huang
- Published: 19 Dec 2024, Last Modified: 19 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images
Zhuoran Yu, Chenchen Zhu, Sean Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee
- Published: 21 Jan 2025, Last Modified: 21 Jan 2025
- Accepted by TMLR
- Readers: Everyone
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations
Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
- Published: 15 Oct 2024, Last Modified: 18 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Neuron-based explanations of neural networks sacrifice completeness and interpretability
Nolan Simran Dey, Eric Taylor, Alexander Wong, Bryan P. Tripp, Graham W. Taylor
- Published: 21 Mar 2025, Last Modified: 21 Mar 2025
- Accepted by TMLR
- Readers: Everyone