TMLR Submissions

Phase-driven Generalizable Representation Learning for Nonstationary Time Series Classification
TMLR Paper3968 Authors
- 15 Jan 2025 (modified: 10 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Analysis of generalization capacities of Neural Ordinary Differential Equations
TMLR Paper3966 Authors
- 14 Jan 2025 (modified: 21 May 2025)
- Rejected by TMLR
- Readers: Everyone
Probabilistic neural operators for functional uncertainty quantification
Christopher Bülte, Philipp Scholl, Gitta Kutyniok
- Published: 27 Mar 2025, Last Modified: 27 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Good Trees: Pruning Random Forests Without Compromise
TMLR Paper3962 Authors
- 14 Jan 2025 (modified: 27 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Random Policy Enables In-Context Reinforcement Learning within Trust Horizons
Weiqin Chen, Santiago Paternain
- Published: 30 Apr 2025, Last Modified: 30 Apr 2025
- Accepted by TMLR
- Readers: Everyone
HyperVQ: MLR-based Vector Quantization in Hyperbolic Space
Nabarun Goswami, Yusuke Mukuta, Tatsuya Harada
- Published: 03 May 2025, Last Modified: 03 May 2025
- Accepted by TMLR
- Readers: Everyone
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction
Makoto Takamoto, Daniel Onoro Rubio, Wiem Ben Rim, Takashi Maruyama, Bhushan Kotnis
- Published: 16 Apr 2025, Last Modified: 16 Apr 2025
- Accepted by TMLR
- Readers: Everyone
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA
Marlon Tobaben, Mohamed Ali Souibgui, Rubèn Tito, Khanh Nguyen, Raouf Kerkouche, Kangsoo Jung, Joonas Jälkö, Lei Kang, Andrey Barsky, Vincent Poulain d'Andecy, Aurélie JOSEPH, Aashiq Muhamed, Kevin Kuo, Virginia Smith, Yusuke Yamasaki, Takumi Fukami, Kenta Niwa, Iifan Tyou, Hiro Ishii, Rio Yokota et al. (7 additional authors not shown)
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
An Adversarial Training Approach to Robustify Stable Diffusion Systems Against Prompting Attacks
TMLR Paper3957 Authors
- 13 Jan 2025 (modified: 26 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
An Embedding is Worth a Thousand Noisy Labels
Francesco Di Salvo, Sebastian Doerrich, Ines Rieger, Christian Ledig
- Published: 08 Apr 2025, Last Modified: 08 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Uniform Noise Distribution and Compact Clusters: Unveiling the Success of Self-Supervised Learning in Label Noise
Pengcheng Xu, Li Yi, Gezheng Xu, Xi Chen, Ian McLeod, Charles Ling, Boyu Wang
- Published: 20 May 2025, Last Modified: 20 May 2025
- Accepted by TMLR
- Readers: Everyone
Self-Attention Augmentation with Smoothed Noise Injection for Enhancing Transformer Fine-Tuning on Temporally Structured Health Data
TMLR Paper3953 Authors
- 11 Jan 2025 (modified: 17 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Fairness-Aware Dense Subgraph Discovery
Emmanouil Kariotakis, Nicholas D Sidiropoulos, Aritra Konar
- Published: 19 Apr 2025, Last Modified: 19 Apr 2025
- Accepted by TMLR
- Readers: Everyone
NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems
TMLR Paper3950 Authors
- 11 Jan 2025 (modified: 31 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Empirical Bayes Trend Filtering Through a Variational Inference Framework
Dongyue Xie
- Published: 04 Apr 2025, Last Modified: 04 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Augmenting cross-entropy with margin loss and applying moving average logits regularization to enhance adversarial robustness
TMLR Paper3948 Authors
- 11 Jan 2025 (modified: 09 Mar 2025)
- Withdrawn by Authors
- Readers: Everyone
Adaptive Resolution Residual Networks — Generalizing Across Resolutions Easily and Efficiently
TMLR Paper3947 Authors
- 10 Jan 2025 (modified: 24 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Leveraging Procedural Knowledge and Hierarchies for Efficient Video Pre-training
TMLR Paper3946 Authors
- 10 Jan 2025 (modified: 24 Feb 2025)
- Withdrawn by Authors
- Readers: Everyone
Design Editing for Offline Model-based Optimization
Ye Yuan, Youyuan Zhang, Can Chen, Haolun Wu, Melody Zixuan Li, Jianmo Li, James J. Clark, Xue Liu
- Published: 17 Apr 2025, Last Modified: 17 Apr 2025
- Accepted by TMLR
- Readers: Everyone
InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write
Blagoj Mitrevski, Arina Rak, Julian Schnitzler, Chengkun Li, Andrii Maksai, Jesse Berent, Claudiu Cristian Musat
- Published: 24 Jun 2025, Last Modified: 24 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Evolution guided generative flow networks
TMLR Paper3943 Authors
- 10 Jan 2025 (modified: 15 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric
TMLR Paper3942 Authors
- 10 Jan 2025 (modified: 19 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Is ChatGPT Transforming Academics' Writing Style?
TMLR Paper3941 Authors
- 10 Jan 2025 (modified: 19 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
On Uniform, Bayesian, and PAC-Bayesian Deep Ensembles}
TMLR Paper3940 Authors
- 10 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Relative Phase Equivariant Deep Neural Systems for Physical Layer Communications
Arwin Gansekoele, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
- Published: 15 Apr 2025, Last Modified: 15 Apr 2025
- Accepted by TMLR
- Readers: Everyone