TMLR Submissions

Enhancing Parameter Efficiency and Generalization in Large Models: A Regularized and Masked Low-Rank Adaptation Approach
Yuzhu Mao, Zihao Zhao, Siqi Ping, Yang Liu, Wenbo Ding
- Published: 30 Jan 2025, Last Modified: 30 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Assessing biomedical knowledge robustness in large language models by query-efficient sampling attacks
Rui Patrick Xian, Alex Jihun Lee, Satvik Lolla, Vincent Wang, Russell Ro, Qiming Cui, Reza Abbasi-Asl
- Published: 16 Dec 2024, Last Modified: 16 Dec 2024
- Accepted by TMLR
- Readers: Everyone
A Comprehensive Survey on Inverse Constrained Reinforcement Learning: Definitions, Progress and Challenges
Guiliang Liu, Sheng Xu, Shicheng Liu, Ashish Gaurav, Sriram Ganapathi Subramanian, Pascal Poupart
- Published: 13 Jan 2025, Last Modified: 26 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Transformers in Uniform TC$^0$
David Chiang
- Published: 02 Jan 2025, Last Modified: 02 Jan 2025
- Accepted by TMLR
- Readers: Everyone
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control
Tian Xia, Xuweiyi Chen, Sihan Xu
- Published: 28 Nov 2024, Last Modified: 28 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Hidden Activations Are Not Enough: A General Approach to Neural Network Predictions
TMLR Paper3363 Authors
- 19 Sept 2024 (modified: 27 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
In-distribution adversarial attacks on object recognition models using gradient-free search.
Spandan Madan, Tomotake Sasaki, Hanspeter Pfister, Tzu-Mao Li, Xavier Boix
- Published: 28 Jan 2025, Last Modified: 28 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Slicing Unbalanced Optimal Transport
Clément Bonet, Kimia Nadjahi, Thibault Sejourne, Kilian FATRAS, Nicolas Courty
- Published: 06 Jan 2025, Last Modified: 06 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Personalized Privacy Amplification via Importance Sampling
Dominik Fay, Sebastian Mair, Jens Sjölund
- Published: 03 Jan 2025, Last Modified: 03 Jan 2025
- Accepted by TMLR
- Readers: Everyone
LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling
TMLR Paper3359 Authors
- 19 Sept 2024 (modified: 19 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Generalization Error Bounds for Learning under Censored Feedback
TMLR Paper3358 Authors
- 19 Sept 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Reconciling Kaplan and Chinchilla Scaling Laws
Tim Pearce, Jinyeop Song
- Published: 24 Nov 2024, Last Modified: 24 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Class Incremental Learning from First Principles: A Review
Neil Ashtekar, Jingxi Zhu, Vasant G Honavar
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Can Optimization Trajectories Explain Multi-Task Transfer?
David Mueller, Mark Dredze, Nicholas Andrews
- Published: 17 Jan 2025, Last Modified: 17 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Improved Variational Bayesian Phylogenetic Inference using Mixtures
Ricky Molén, Oskar Kviman, Jens Lagergren
- Published: 15 Nov 2024, Last Modified: 15 Nov 2024
- Accepted by TMLR
- Readers: Everyone
PAC Privacy Preserving Diffusion Models
TMLR Paper3352 Authors
- 17 Sept 2024 (modified: 10 Nov 2024)
- Withdrawn by Authors
- Readers: Everyone
Robust Policy Adaptation in Markov Decision Processes under Environmental Shift
TMLR Paper3350 Authors
- 16 Sept 2024 (modified: 10 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Compositional Instruction Following with Language Models and Reinforcement Learning
Vanya Cohen, Geraud Nangue Tasse, Nakul Gopalan, Steven James, Matthew Gombolay, Ray Mooney, Benjamin Rosman
- Published: 19 Dec 2024, Last Modified: 19 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Directed Graph Generation with Heat Kernels
Marc T. Law, Karsten Kreis, Haggai Maron
- Published: 11 Jan 2025, Last Modified: 11 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection
Florian Kalinke, Marco Heyden, Georg Gntuni, Edouard Fouché, Klemens Böhm
- Published: 01 Feb 2025, Last Modified: 01 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Meta Sparse Principal Component Analysis
TMLR Paper3346 Authors
- 14 Sept 2024 (modified: 06 Feb 2025)
- Withdrawn by Authors
- Readers: Everyone
Recent Advances in Attack and Defense Approaches of Large Language Models
TMLR Paper3345 Authors
- 14 Sept 2024 (modified: 21 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks
TMLR Paper3344 Authors
- 14 Sept 2024 (modified: 07 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Evaluating Graph Generative Models with Graph Kernels: What Structural Characteristics Are Captured?
Martijn Gösgens, Alexey Tikhonov, Liudmila Prokhorenkova
- Published: 21 Dec 2024, Last Modified: 21 Dec 2024
- Accepted by TMLR
- Readers: Everyone
BM$^2$: Coupled Schrödinger Bridge Matching
Stefano Peluchetti
- Published: 08 Jan 2025, Last Modified: 08 Jan 2025
- Accepted by TMLR
- Readers: Everyone