TMLR Submissions

Improving Predictor Reliability with Selective Recalibration
Thomas P Zollo, Zhun Deng, Jake Snell, Toniann Pitassi, Richard Zemel
- Published: 02 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Representation Learning Dynamics of Self-Supervised Models
Pascal Esser, Satyaki Mukherjee, Debarghya Ghoshdastidar
- Published: 15 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Recent Link Classification on Temporal Graphs Using Graph Profiler
Muberra Ozmen, Thomas Markovich
- Published: 06 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
GPT-FL: Generative Pre-Trained Model-Assisted Federated Learning
TMLR Paper2064 Authors
- 17 Jan 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Spatio-Temporal Attention and Gaussian Processes for Personalized Video Gaze Estimation
TMLR Paper2063 Authors
- 17 Jan 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Adversarial Imitation Learning from Visual Observations using Latent Information
Vittorio Giammarino, James Queeney, Ioannis Paschalidis
- Published: 23 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents
Timothée Mathieu, Matheus Medeiros Centa, Riccardo Della Vecchia, Hector Kohler, Alena Shilova, Odalric-Ambrym Maillard, Philippe Preux
- Published: 25 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Scoring Rule Training for Simulation-Based Inference
TMLR Paper2060 Authors
- 17 Jan 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Best Possible Q-Learning
TMLR Paper2059 Authors
- 17 Jan 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Decentralized Decoupled Training for Federated Long-Tailed Learning
Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
- Published: 28 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Lyra: Orchestrating Dual Correction in Automated Theorem Proving
Chuanyang Zheng, Haiming Wang, Enze Xie, Zhengying Liu, Jiankai Sun, Huajian Xin, Jianhao Shen, Zhenguo Li, Yu Li
- Published: 09 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Online Continuous Hyperparameter Optimization for Generalized Linear Contextual Bandits
Yue Kang, Cho-Jui Hsieh, Thomas Lee
- Published: 31 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
***FastDoc***: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy
Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, Yash Parag Butala, Pawan Goyal, Niloy Ganguly
- Published: 11 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Linear Bandits with Memory
Giulia Clerici, Pierre Laforgue, Nicolò Cesa-Bianchi
- Published: 05 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Robust Algorithmic Recourse Design Under Model Shifts
TMLR Paper2052 Authors
- 14 Jan 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Single Image Test-Time Adaptation for Segmentation
Klara Janouskova, Tamir Shor, Chaim Baskin, Jiri Matas
- Published: 29 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the Inherent Privacy Properties of Discrete Denoising Diffusion Models
Rongzhe Wei, Eleonora Kreacic, Haoyu Peter Wang, Haoteng Yin, Eli Chien, Vamsi K. Potluru, Pan Li
- Published: 29 May 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Initial value problem enhanced sampling for closed-loop optimal control design with deep neural networks
TMLR Paper2049 Authors
- 13 Jan 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations
Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca
- Published: 27 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
TAP: The Attention Patch for Cross-Modal Knowledge Transfer from Unlabeled Modality
Yinsong Wang, Shahin Shahrampour
- Published: 17 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Survey on Transferability of Adversarial Examples Across Deep Neural Networks
Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr
- Published: 06 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Self-Training: A Survey
TMLR Paper2045 Authors
- 12 Jan 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Knowledge Translation: A New Pathway for Model Compression
TMLR Paper2044 Authors
- 11 Jan 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Persistent Local Homology in Graph Learning
Minghua Wang, Yan HU, Ziyun Huang, Di Wang, Jinhui Xu
- Published: 12 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Understanding and Improving Transfer Learning of Deep Models via Neural Collapse
Xiao Li, Sheng Liu, Jinxin Zhou, Xinyu Lu, Carlos Fernandez-Granda, Zhihui Zhu, Qing Qu
- Published: 09 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone