TMLR Submissions

Self-supervised Color Generalization in Reinforcement Learning
Matthias Weissenbacher, Evangelos Routis, Yoshinobu Kawahara
- Published: 28 Oct 2024, Last Modified: 28 Oct 2024
- Accepted by TMLR
- Readers: Everyone
The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources
Shayne Longpre, Stella Biderman, Alon Albalak, Hailey Schoelkopf, Daniel McDuff, Sayash Kapoor, Kevin Klyman, Kyle Lo, Gabriel Ilharco, Nay San, Maribeth Rauh, Aviya Skowron, Bertie Vidgen, Laura Weidinger, Arvind Narayanan, Victor Sanh, David Ifeoluwa Adelani, Percy Liang, Rishi Bommasani, Peter Henderson et al. (3 additional authors not shown)
- Published: 07 Dec 2024, Last Modified: 07 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Masked Capsule Autoencoders
Miles Everett, Mingjun Zhong, Georgios Leontidis
- Published: 06 Jan 2025, Last Modified: 06 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Reward Distance Comparisons Under Transition Sparsity
TMLR Paper2949 Authors
- 02 Jul 2024 (modified: 20 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Equivariant Symmetry Breaking Sets
YuQing Xie, Tess Smidt
- Published: 25 Oct 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Mixture of Latent Experts Using Tensor Products
Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Qiuchi Li, Jian-Yun Nie, Jakob Grue Simonsen
- Published: 23 Oct 2024, Last Modified: 23 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning
TMLR Paper2946 Authors
- 01 Jul 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Flatness-guided hyper-parameter optimization
TMLR Paper2945 Authors
- 01 Jul 2024 (modified: 06 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
When Stability meets Sufficiency: Informative Explanations that do not Overwhelm
Ronny Luss, Amit Dhurandhar
- Published: 04 Dec 2024, Last Modified: 04 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Assessing and enhancing robustness of active learning strategies to spurious bias
TMLR Paper2943 Authors
- 01 Jul 2024 (modified: 14 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Diverse Diffusion: Enhancing Image Diversity in Text-to- Image Generation
TMLR Paper2942 Authors
- 30 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Toward a Complete Criterion for Value of Information in Insoluble Decision Problems
Ryan Carey, Sanghack Lee, Robin J. Evans
- Published: 09 Dec 2024, Last Modified: 09 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Probabilistic Matching of Real and Generated Data Statistics in Generative Adversarial Networks
Philipp Pilar, Niklas Wahlström
- Published: 05 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reward Collapse in Aligning Large Language Models
TMLR Paper2936 Authors
- 28 Jun 2024 (modified: 18 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
LLM-Select: Feature Selection with Large Language Models
Daniel P Jeong, Zachary Chase Lipton, Pradeep Kumar Ravikumar
- Published: 17 Apr 2025, Last Modified: 17 Apr 2025
- Accepted by TMLR
- Readers: Everyone
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Lingjiao Chen, Matei Zaharia, James Zou
- Published: 20 Dec 2024, Last Modified: 20 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective
Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P Dickerson, Pin-Yu Chen, Jeff Bilmes
- Published: 05 Jan 2025, Last Modified: 05 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Faster optimal univariate microaggregation
Felix I. Stamm, Michael T Schaub
- Published: 23 Oct 2024, Last Modified: 23 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Distributed Multi-Agent Lifelong Learning
Prithviraj Tarale, Edward Rietman, Hava T Siegelmann
- Published: 21 Jan 2025, Last Modified: 21 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Bandits with Mean Bounds
Nihal Sharma, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai
- Published: 08 Nov 2024, Last Modified: 08 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Learning Nonparametric Differential Equations via Multivariate Occupation Kernel Functions
TMLR Paper2929 Authors
- 26 Jun 2024 (modified: 27 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications
Binxu Wang, John Vastola
- Published: 04 Dec 2024, Last Modified: 04 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning
TMLR Paper2927 Authors
- 26 Jun 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics
Hanming Yang, Antonio Khalil Moretti, Sebastian Macaluso, Philippe Chlenski, Christian A. Naesseth, Itsik Pe'er
- Published: 12 Dec 2024, Last Modified: 12 Dec 2024
- Accepted by TMLR
- Readers: Everyone
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space
Maitreya Patel, Sangmin Jung, Chitta Baral, Yezhou Yang
- Published: 22 Nov 2024, Last Modified: 22 Nov 2024
- Accepted by TMLR
- Readers: Everyone