TMLR Submissions

Adam-family Methods with Decoupled Weight Decay in Deep Learning
TMLR Paper3634 Authors
- 06 Nov 2024 (modified: 01 May 2025)
- Decision pending for TMLR
- Readers: Everyone
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs
Song Wang, Zhen Tan, Yaochen Zhu, Chuxu Zhang, Jundong Li
- Published: 20 Feb 2025, Last Modified: 20 Feb 2025
- Accepted by TMLR
- Readers: Everyone
SynCode: LLM Generation with Grammar Augmentation
TMLR Paper3632 Authors
- 05 Nov 2024 (modified: 03 May 2025)
- Decision pending for TMLR
- Readers: Everyone
Compressive Recovery of Signals Defined on Perturbed Graphs
TMLR Paper3631 Authors
- 05 Nov 2024 (modified: 11 Feb 2025)
- Withdrawn by Authors
- Readers: Everyone
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior
Lorenzo Perini, Maja Rudolph, Sabrina Schmedding, Chen Qiu
- Published: 13 Jan 2025, Last Modified: 13 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- Accepted by TMLR
- Readers: Everyone
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration
TMLR Paper3628 Authors
- 05 Nov 2024 (modified: 27 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey
Amer Essakine, Yanqi Cheng, Chun-Wun Cheng, Lipei Zhang, Zhongying Deng, Lei Zhu, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
- Published: 20 Feb 2025, Last Modified: 20 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Investigating the Effects of Fairness Interventions Using Pointwise Representational Similarity
TMLR Paper3626 Authors
- 04 Nov 2024 (modified: 29 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
Visual Privacy Auditing with Diffusion Models
Kristian Schwethelm, Johannes Kaiser, Moritz Knolle, Sarah Lockfisch, Daniel Rueckert, Alexander Ziller
- Published: 10 Mar 2025, Last Modified: 10 Mar 2025
- Accepted by TMLR
- Readers: Everyone
On Memorization in Diffusion Models
Xiangming Gu, Chao Du, Tianyu Pang, Chongxuan Li, Min Lin, Ye Wang
- Published: 19 Feb 2025, Last Modified: 19 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Unlabelled Compressive Sensing under Sparse Permutation and Prior Information
Garweet Sresth, Satish Mulleti, Ajit Rajwade
- Published: 13 Mar 2025, Last Modified: 13 Mar 2025
- Accepted by TMLR
- Readers: Everyone
A Fundamental Accuracy--Robustness Trade-off in Regression and Classification
TMLR Paper3620 Authors
- 03 Nov 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach
Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Normalized/Clipped SGD with Perturbation for Differentially Private Non-Convex Optimization
TMLR Paper3618 Authors
- 03 Nov 2024 (modified: 03 Dec 2024)
- Under review for TMLR
- Readers: Everyone
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
TMLR Paper3617 Authors
- 03 Nov 2024 (modified: 14 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization
TMLR Paper3616 Authors
- 02 Nov 2024 (modified: 01 May 2025)
- Decision pending for TMLR
- Readers: Everyone
Control-ITRA: Controlling the Behavior of a Driving Model
TMLR Paper3615 Authors
- 02 Nov 2024 (modified: 14 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
SparseDiff: Sparse Discrete Diffusion for Scalable Graph Generation
TMLR Paper3614 Authors
- 02 Nov 2024 (modified: 03 May 2025)
- Under review for TMLR
- Readers: Everyone
Structure Development in List-Sorting Transformers
TMLR Paper3613 Authors
- 01 Nov 2024 (modified: 27 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Test-Time Adaptation with Source Based Auxiliary Tasks
Motasem Alfarra, Alvaro Correia, Bernard Ghanem, Christos Louizos
- Published: 04 Feb 2025, Last Modified: 04 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
Pranav Jeevan P, Amit Sethi
- Published: 18 Mar 2025, Last Modified: 18 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Music Foundation Model as Generic Booster for Music Downstream Tasks
TMLR Paper3610 Authors
- 01 Nov 2024 (modified: 23 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View
TMLR Paper3608 Authors
- 31 Oct 2024 (modified: 31 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Identifying Axiomatic Mathematical Transformation Steps using Tree-Structured Pointer Networks
Sebastian Wankerl, Jan Pfister, Andrzej Dulny, Gerhard Götz, Andreas Hotho
- Published: 03 Feb 2025, Last Modified: 03 Feb 2025
- Accepted by TMLR
- Readers: Everyone