TMLR Submissions

Design Editing for Offline Model-based Optimization
Ye Yuan, Youyuan Zhang, Can Chen, Haolun Wu, Melody Zixuan Li, Jianmo Li, James J. Clark, Xue Liu
- Published: 17 Apr 2025, Last Modified: 17 Apr 2025
- Accepted by TMLR
- Readers: Everyone
InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write
Blagoj Mitrevski, Arina Rak, Julian Schnitzler, Chengkun Li, Andrii Maksai, Jesse Berent, Claudiu Cristian Musat
- Published: 24 Jun 2025, Last Modified: 24 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Evolution guided generative flow networks
Zarif Ikram, Ling Pan, Dianbo Liu
- Published: 30 Jun 2025, Last Modified: 30 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric
TMLR Paper3942 Authors
- 10 Jan 2025 (modified: 19 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Is ChatGPT Transforming Academics' Writing Style?
TMLR Paper3941 Authors
- 10 Jan 2025 (modified: 19 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
On Uniform, Bayesian, and PAC-Bayesian Deep Ensembles}
TMLR Paper3940 Authors
- 10 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Relative Phase Equivariant Deep Neural Systems for Physical Layer Communications
Arwin Gansekoele, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
- Published: 15 Apr 2025, Last Modified: 15 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Broadening the Scope of Graph Regression: Introducing A Novel Dataset with Multiple Representation Settings
TMLR Paper3937 Authors
- 10 Jan 2025 (modified: 25 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
\textbf{$\text{C}^\text{2}\text{P}$}: Featuring Large Language Models with Causal Reasoning
TMLR Paper3936 Authors
- 10 Jan 2025 (modified: 18 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
High-dimensional Bayesian Optimization via Condensing-Expansion Projection
TMLR Paper3935 Authors
- 10 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Coupled Distributional Random Expert Distillation for World Model Online Imitation Learning
TMLR Paper3934 Authors
- 10 Jan 2025 (modified: 25 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Enhancing Sample Generation of Diffusion Models using Noise Level Correction
Abulikemu Abuduweili, Chenyang Yuan, Changliu Liu, Frank Permenter
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Monocular Dynamic Gaussian Splatting: Fast, Brittle, and Scene Complexity Rules
Yiqing Liang, Mikhail Okunev, Mikaela Angelina Uy, Runfeng Li, Leonidas Guibas, James Tompkin, Adam W Harley
- Published: 20 Jun 2025, Last Modified: 20 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study
Liangliang Zhang, Haoran Bao, Yao Ma
- Published: 31 May 2025, Last Modified: 31 May 2025
- Accepted by TMLR
- Readers: Everyone
Generalizable and Robust Spectral Method for Multi-view Representation Learning
Amitai Yacobi, Ofir Lindenbaum, Uri Shaham
- Published: 26 Apr 2025, Last Modified: 26 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning
TMLR Paper3929 Authors
- 09 Jan 2025 (modified: 24 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective
Li Guo, George Andriopoulos, Zifan Zhao, Zixuan Dong, Shuyang Ling, Keith W. Ross
- Published: 09 May 2025, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Jet: A Modern Transformer-Based Normalizing Flow
Alexander Kolesnikov, André Susano Pinto, Michael Tschannen
- Published: 22 Apr 2025, Last Modified: 22 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Adaptive and Scalable Discovery and Mitigation of Multiple Biased Subgroups in Image Classifiers
TMLR Paper3925 Authors
- 09 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Policy Optimization via Adv2: Adversarial Learning on Advantage Functions
Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz
- Published: 17 May 2025, Last Modified: 17 May 2025
- Accepted by TMLR
- Readers: Everyone
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks
Taraneh Younesian, Daniel Daza, Emile van Krieken, Thiviyan Thanapalasingam, Peter Bloem
- Published: 29 May 2025, Last Modified: 29 May 2025
- Accepted by TMLR
- Readers: Everyone
Non-Myopic Multi-Objective Bayesian Optimization
Syrine Belakaria, Alaleh Ahmadian, Barbara E Engelhardt, Stefano Ermon, Jana Doppa
- Published: 01 May 2025, Last Modified: 01 May 2025
- Accepted by TMLR
- Readers: Everyone
An advantage based policy transfer algorithm for reinforcement learning with measures of transferability
TMLR Paper3921 Authors
- 09 Jan 2025 (modified: 09 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Disappearance of Timestep Embedding: A Case Study on Neural ODE and Diffusion Models
Bum Jun Kim, Yoshinobu Kawahara, Sang Woo Kim
- Published: 05 Jun 2025, Last Modified: 05 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Universal Link Predictor By In-Context Learning on Graphs
Kaiwen Dong, Haitao Mao, Zhichun Guo, Nitesh V Chawla
- Published: 14 Jul 2025, Last Modified: 14 Jul 2025
- Accepted by TMLR
- Readers: Everyone