TMLR Submissions

A Teacher-Student Perspective on the Dynamics of Learning Near the Optimal Point
TMLR Paper3732 Authors
- 21 Nov 2024 (modified: 15 Apr 2025)
- Under review for TMLR
- Readers: Everyone
The Deep Learning Recipe for LLM Applications
TMLR Paper3731 Authors
- 21 Nov 2024 (modified: 10 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
A unifying framework for generalised Bayesian online learning in non-stationary environments
Gerardo Duran-Martin, Leandro Sánchez-Betancourt, Alex Shestopaloff, Kevin Patrick Murphy
- Published: 13 Mar 2025, Last Modified: 13 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)
Nicolas Drapier, Aladine Chetouani, Aurélien Chateigner
- Published: 18 Mar 2025, Last Modified: 18 Mar 2025
- Accepted by TMLR
- Readers: Everyone
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting
Liyao Jiang, Negar Hassanpour, Mohammad Salameh, Mohan Sai Singamsetti, Fengyu Sun, Wei Lu, Di Niu
- Published: 23 Mar 2025, Last Modified: 23 Mar 2025
- Accepted by TMLR
- Readers: Everyone
DStruct2Design: Data Structure Driven Generative Floor Plan Design
TMLR Paper3727 Authors
- 21 Nov 2024 (modified: 11 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation
Pavel Rumiantsev, Mark Coates
- Published: 04 Mar 2025, Last Modified: 04 Mar 2025
- Accepted by TMLR
- Readers: Everyone
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network
Tatyana Benko, Martin Buck, Ilya Amburg, Stephen J. Young, Sinan Guven Aksoy
- Published: 18 Apr 2025, Last Modified: 18 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and Challenges
Zhouyang LIU, Ning Liu, Yixin Chen, Ziqing Wen, Jiezhong He, Dongsheng Li
- Published: 04 May 2025, Last Modified: 04 May 2025
- Accepted by TMLR
- Readers: Everyone
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation
TMLR Paper3723 Authors
- 21 Nov 2024 (modified: 02 Mar 2025)
- Withdrawn by Authors
- Readers: Everyone
The Time-Energy Model: Selective Time-Series Forecasting Using Energy-Based Models
Jonas Brusokas, Seshu Tirupathi, Dalin Zhang, Torben Bach Pedersen
- Published: 12 Mar 2025, Last Modified: 12 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Valley: Video Assistant with Large Language Model Enhanced Ability
TMLR Paper3720 Authors
- 20 Nov 2024 (modified: 07 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning
TMLR Paper3719 Authors
- 20 Nov 2024 (modified: 14 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection
Moussa Kassem Sbeyti, Nadja Klein, Azarm Nowzad, Fikret Sivrikaya, Sahin Albayrak
- Published: 21 Mar 2025, Last Modified: 21 Mar 2025
- Accepted by TMLR
- Readers: Everyone
On the Connection Between Counterfactual Fairness, Statistical Parity and Individual Fairness
TMLR Paper3716 Authors
- 19 Nov 2024 (modified: 17 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Illustrated Landmark Graphs for Long-horizon Policy Learning
Christopher Watson, Arjun Krishna, Rajeev Alur, Dinesh Jayaraman
- Published: 29 Mar 2025, Last Modified: 29 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Density of states in neural networks: an in-depth exploration of learning in parameter space
Margherita Mele, Roberto Menichetti, Alessandro Ingrosso, Raffaello Potestio
- Published: 16 Feb 2025, Last Modified: 16 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Loss-to-Loss Prediction: Scaling Laws for All Datasets
David Brandfonbrener, Nikhil Anand, Nikhil Vyas, Eran Malach, Sham M. Kakade
- Published: 16 Feb 2025, Last Modified: 16 Feb 2025
- Accepted by TMLR
- Readers: Everyone
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training
Haonan Wang, Qian Liu, Chao Du, Tongyao Zhu, Cunxiao Du, Kenji Kawaguchi, Tianyu Pang
- Published: 09 Feb 2025, Last Modified: 09 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Relationship between Batch Size and Number of Steps Needed for Nonconvex Optimization of Stochastic Gradient Descent using Armijo-Line-Search Learning Rate
Yuki Tsukada, Hideaki Iiduka
- Published: 21 Mar 2025, Last Modified: 21 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors
Samuel Stevens, Emily Wenger, Cathy Yuanchen Li, Niklas Nolte, Eshika Saxena, Francois Charton, Kristin E. Lauter
- Published: 24 Mar 2025, Last Modified: 24 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Graph Potential Field Neural Network for Massive Agents Group-wise Path Planning
Yueming Lyu, Xiaowei Zhou, Xingrui Yu, Ivor Tsang
- Published: 10 Apr 2025, Last Modified: 10 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Early Directional Convergence in Deep Homogeneous Neural Networks for Small Initializations
Akshay Kumar, Jarvis Haupt
- Published: 13 Mar 2025, Last Modified: 13 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Long Short-Term Imputer: Handling Consecutive Missing Values in Time Series
Jiacheng You, Xinyang Chen, Yu Sun, Weili Guan, Liqiang Nie
- Published: 02 Mar 2025, Last Modified: 02 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Distributed Quasi-Newton Method for Fair and Fast Federated Learning
Shayan Mohajer Hamidi, Linfeng Ye
- Published: 27 Jan 2025, Last Modified: 27 Jan 2025
- Accepted by TMLR
- Readers: Everyone