TMLR Submissions

What Matters for Model Merging at Scale?
TMLR Paper4194 Authors
- 12 Feb 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Towards improving saliency map interpretability using feature map smoothing
TMLR Paper4193 Authors
- 12 Feb 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Epanechnikov Variational Autoencoder
TMLR Paper4192 Authors
- 12 Feb 2025 (modified: 11 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Riemann-Lebesgue Forest for Regression
TMLR Paper4191 Authors
- 12 Feb 2025 (modified: 04 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Cluster and Predict Latents Patches for Improved Masked Image Modeling
TMLR Paper4190 Authors
- 12 Feb 2025 (modified: 09 May 2025)
- Decision pending for TMLR
- Readers: Everyone
Exploring Weak-to-Strong Generalization for CLIP-based Classification
Jinhao Li, Sarah Monazam Erfani, Lei Feng, James Bailey, Feng Liu
- Published: 23 May 2025, Last Modified: 23 May 2025
- Accepted by TMLR
- Readers: Everyone
Diffusion Model Predictive Control
Guangyao Zhou, Sivaramakrishnan Swaminathan, Rajkumar Vasudeva Raju, J Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lazaro-Gredilla, Kevin Patrick Murphy
- Published: 31 May 2025, Last Modified: 31 May 2025
- Accepted by TMLR
- Readers: Everyone
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale
Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Model-free reinforcement learning with noisy actions for automated experimental control in optics
TMLR Paper4186 Authors
- 11 Feb 2025 (modified: 09 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Bi-Mamba: Towards Accurate 1-Bit State Space Model
TMLR Paper4185 Authors
- 11 Feb 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Double Horizon Model-Based Policy Optimization
Akihiro Kubo, Paavo Parmas, Shin Ishii
- Published: 26 Apr 2025, Last Modified: 26 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Symmetric Rank-One Quasi-Newton Methods for Deep Learning Using Cubic Regularization
TMLR Paper4182 Authors
- 11 Feb 2025 (modified: 13 Feb 2025)
- Under review for TMLR
- Readers: Everyone
A Survey on Large Language Model Acceleration based on KV Cache Management
Haoyang LI, Yiming Li, Anxin Tian, Tianhao Tang, Zhanchao Xu, Xuejia Chen, Nicole HU, Wei Dong, Li Qing, Lei Chen
- Published: 19 May 2025, Last Modified: 19 May 2025
- Accepted by TMLR
- Readers: Everyone
Disconnects between Dataset Representativeness and Group Algorithmic Fairness
TMLR Paper4180 Authors
- 11 Feb 2025 (modified: 08 May 2025)
- Withdrawn by Authors
- Readers: Everyone
Offset Unlearning for Large Language Models
James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Pitfalls in Evaluating Inference-time Methods for Improving LLM Reliability
Michael M. Jerge, David Evans
- Published: 13 Jun 2025, Last Modified: 13 Jun 2025
- Accepted by TMLR
- Readers: Everyone
MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models
Chunsan Hong, Tae-Hyun Oh, Minhyuk Sung
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
On the Utility of Existing Fine-Tuned Models on Data-Scarce Domains
Md Ibrahim Ibne Alam, Parikshit Ram, Soham Dan, Horst Samulowitz, Koushik Kar
- Published: 25 May 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Investigating Continual Pretraining in Large Language Models: Insights and Implications
Çağatay Yıldız, Nishaanth Kanna Ravichandran, Nitin Sharma, Matthias Bethge, Beyza Ermis
- Published: 30 Apr 2025, Last Modified: 30 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Privacy-Preserving Language Model Inference with Instance Obfuscation
TMLR Paper4173 Authors
- 10 Feb 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Efficient and Flexible Neural Network Training through Layer-wise Feedback Propagation
Leander Weber, Jim Berend, Moritz Weckbecker, Alexander Binder, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Exploring the Spatial Dynamics of In-Distribution and Out-of-Distribution Data in Logit Space
TMLR Paper4171 Authors
- 10 Feb 2025 (modified: 27 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Gradient Inversion Attack on Graph Neural Networks
Divya Anand Sinha, Yezi Liu, Ruijie Du, Athina Markopoulou, Yanning Shen
- Published: 20 Jun 2025, Last Modified: 20 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Measuring the Impact of Equal Treatment as Blindness via Distributions of Explanations Disparities
TMLR Paper4169 Authors
- 09 Feb 2025 (modified: 19 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching
Junn Yong Loo, Leong Fang Yu, Michelle Adeline, Julia K. Lau, Hwa Hui Tew, Arghya Pal, VISHNU MONN BASKARAN, Chee-Ming Ting, Raphael CW Phan
- Published: 09 May 2025, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone