TMLR Submissions

Enhancing Remaining Useful Life Prediction with Ensemble Multi-Term Fourier Graph Neural Networks
Ya Song, Laurens Bliek, Yaoxin Wu, Yingqian Zhang
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance
Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
- Published: 23 Jan 2025, Last Modified: 23 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Weighted L1 and L0 Regularization Using Proximal Operator Splitting Methods
Zewude A. Berkessa, Patrik Waldmann
- Published: 18 Nov 2024, Last Modified: 19 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting
TMLR Paper3028 Authors
- 19 Jul 2024 (modified: 28 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
When low-vision task meets dense prediction tasks with less data: an auxiliary self-trained geometry regularization
ZAIWANG GU, Weide Liu, Xulei Yang, Chuan-Sheng Foo, Jun Cheng
- Published: 11 Dec 2024, Last Modified: 11 Dec 2024
- Accepted by TMLR
- Readers: Everyone
PPT: Adaptive Token Pruning and Pooling for Efficient Vision Transformers
TMLR Paper3025 Authors
- 19 Jul 2024 (modified: 12 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Learning to Cooperate under Private Rewards
TMLR Paper3024 Authors
- 19 Jul 2024 (modified: 27 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection
Kemal Oksuz, Selim Kuzucu, Tom Joy, Puneet K. Dokania
- Published: 06 Nov 2024, Last Modified: 06 Nov 2024
- Accepted by TMLR
- Readers: Everyone
The 2023 Foundation Model Transparency Index
Rishi Bommasani, Kevin Klyman, Shayne Longpre, Sayash Kapoor, Nestor Maslej, Betty Xiong, Daniel Zhang, Percy Liang
- Published: 17 Feb 2025, Last Modified: 17 Feb 2025
- Accepted by TMLR
- Readers: Everyone
The 2024 Foundation Model Transparency Index
Rishi Bommasani, Kevin Klyman, Sayash Kapoor, Shayne Longpre, Betty Xiong, Nestor Maslej, Percy Liang
- Published: 04 Mar 2025, Last Modified: 04 Mar 2025
- Accepted by TMLR
- Readers: Everyone
A Gold Standard Dataset for the Reviewer Assignment Problem
Ivan Stelmakh, John Frederick Wieting, Yang Xi, Graham Neubig, Nihar B Shah
- Published: 30 Apr 2025, Last Modified: 02 May 2025
- Accepted by TMLR
- Readers: Everyone
Improving Robust Generalization with Diverging Spanned Latent Space
Owen Dou, Zhiqiang Gao, Hangchi Shen, Ziling Yuan, Shufei Zhang, Kaizhu Huang
- Published: 19 Dec 2024, Last Modified: 19 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images
Zhuoran Yu, Chenchen Zhu, Sean Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee
- Published: 21 Jan 2025, Last Modified: 21 Jan 2025
- Accepted by TMLR
- Readers: Everyone
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations
Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
- Published: 15 Oct 2024, Last Modified: 18 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Neuron-based explanations of neural networks sacrifice completeness and interpretability
Nolan Simran Dey, Eric Taylor, Alexander Wong, Bryan P. Tripp, Graham W. Taylor
- Published: 21 Mar 2025, Last Modified: 21 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Hodge-Aware Convolutional Learning on Simplicial Complexes
TMLR Paper3014 Authors
- 17 Jul 2024 (modified: 21 Apr 2025)
- Under review for TMLR
- Readers: Everyone
Selective Prediction via Training Dynamics
Stephan Rabanser, Anvith Thudi, Kimia Hamidieh, Adam Dziedzic, Israfil Bahceci, Akram Bin Sediq, HAMZA SOKUN, Nicolas Papernot
- Published: 06 Feb 2025, Last Modified: 06 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Continual Learning in Open-vocabulary Classification with Complementary Memory Systems
Zhen Zhu, Weijie Lyu, Yao Xiao, Derek Hoiem
- Published: 15 Oct 2024, Last Modified: 15 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models
Yue Zhang, Ziqiao Ma, Jialu Li, Yanyuan Qiao, Zun Wang, Joyce Chai, Qi Wu, Mohit Bansal, Parisa Kordjamshidi
- Published: 27 Dec 2024, Last Modified: 27 Dec 2024
- Accepted by TMLR
- Readers: Everyone
How Low Can You Go? Identifying Prototypical In-Distribution Samples for Unsupervised Anomaly Detection
TMLR Paper3008 Authors
- 16 Jul 2024 (modified: 05 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision
Xijie Huang, Zhiqiang Shen, Pingcheng Dong, Kwang-Ting Cheng
- Published: 12 Oct 2024, Last Modified: 12 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Enhancing Sample Diversity in Deep Convolutional GANs Using a Bayesian Framework
TMLR Paper3005 Authors
- 16 Jul 2024 (modified: 06 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Repositioning the Subject within Image
Yikai Wang, Chenjie Cao, Ke Fan, Qiaole Dong, Yifan Li, Xiangyang Xue, Yanwei Fu
- Published: 20 Nov 2024, Last Modified: 20 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Oﬄine Reinforcement Learning with Bayesian Flow Networks
TMLR Paper3003 Authors
- 14 Jul 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Learning Unlabeled Clients Divergence for Federated Semi-Supervised Learning via Anchor Model Aggregation
Marawan Elbatel, Hualiang Wang, Jixiang CHEN, Hao Wang, Xiaomeng Li
- Published: 30 Oct 2024, Last Modified: 30 Oct 2024
- Accepted by TMLR
- Readers: Everyone