TMLR Submissions

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
TMLR Paper3919 Authors
- 09 Jan 2025 (modified: 19 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
MemLLM: Finetuning LLMs to Use Explicit Read-Write Memory
Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schuetze
- Published: 17 Apr 2025, Last Modified: 17 Apr 2025
- Accepted by TMLR
- Readers: Everyone
LASP: Linear Attention Sequence Parallelism
Weigao Sun, Zhen Qin, Dong Li, Xuyang Shen, Yu Qiao, Yiran Zhong
- Published: 22 May 2025, Last Modified: 22 May 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Training of Multi-task Neural Solver for Combinatorial Optimization
Chenguang Wang, Zhang-Hua Fu, Pinyan Lu, Tianshu Yu
- Published: 24 Mar 2025, Last Modified: 03 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning
Numair Sani, Daniel Malinsky, Ilya Shpitser
- Published: 19 May 2025, Last Modified: 19 May 2025
- Accepted by TMLR
- Readers: Everyone
xVal: A Continuous Numerical Tokenization for Scientific Language Models
TMLR Paper3914 Authors
- 09 Jan 2025 (modified: 21 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Stabilizing the Kumaraswamy Distribution
Max Wasserman, Gonzalo Mateos
- Published: 04 Apr 2025, Last Modified: 04 Apr 2025
- Accepted by TMLR
- Readers: Everyone
DeformTime: capturing variable dependencies with deformable attention for time series forecasting
Yuxuan Shu, Vasileios Lampos
- Published: 01 Apr 2025, Last Modified: 01 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Ctrl-V: Higher Fidelity Autonomous Vehicle Video Generation with Bounding-Box Controlled Object Motion
Ge Ya Luo, ZhiHao Luo, Anthony Gosselin, Alexia Jolicoeur-Martineau, Christopher Pal
- Published: 11 May 2025, Last Modified: 11 May 2025
- Accepted by TMLR
- Readers: Everyone
Harnessing Heterogeneity: Improving Convergence Through Partial Variance Control in Federated Learning
TMLR Paper3910 Authors
- 08 Jan 2025 (modified: 25 Apr 2025)
- Rejected by TMLR
- Readers: Everyone