TMLR Submissions

Revisiting Random Weight Perturbation for Efficiently Improving Generalization
Tao Li, Qinghua Tao, Weihao Yan, Yingwen Wu, Zehao Lei, Kun Fang, Mingzhen He, Xiaolin Huang
- Published: 25 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Diverse Diffusion: Enhancing Image Diversity in Text-to-Image Generation
TMLR Paper1956 Authors
- 15 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
World Models via Policy-Guided Trajectory Diffusion
Marc Rigter, Jun Yamada, Ingmar Posner
- Published: 10 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Data Pruning Can Do More: A Comprehensive Data Pruning Approach for Object Re-identification
Zi Yang, Haojin Yang, Soumajit Majumder, Jorge Cardoso, Guillermo Gallego
- Published: 08 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DIGNet: Learning Decomposed Patterns in Representation Balancing for Treatment Effect Estimation
Yiyan HUANG, WANG Siyi, Cheuk Hang LEUNG, Qi WU, Dongdong WANG, Zhixiang Huang
- Published: 04 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Incremental Extractive Opinion Summarization Using Cover Trees
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi
- Published: 12 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
NysReg-Gradient:~Regularized Nystr\"om-Gradient for Large-Scale Unconstrained Optimization and its Application
TMLR Paper1951 Authors
- 14 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Fooling Contrastive Language-Image Pre-Trained Models with CLIPMasterPrints
Matthias Freiberger, Peter Kun, Christian Igel, Anders Sundnes Løvlie, Sebastian Risi
- Published: 19 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On AI-centered Retrosynthetic Planning: a Survey
TMLR Paper1949 Authors
- 14 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Large Language Models can be Guided to Evade AI-generated Text Detection
Ning Lu, Shengcai Liu, Rui He, Yew-Soon Ong, Qi Wang, Ke Tang
- Published: 24 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Smooth Pseudo-Labeling
Nikolaos Karaliolios, Hervé Le Borgne, Florian Chabot
- 13 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
An Invitation to Deep Reinforcement Learning
TMLR Paper1944 Authors
- 13 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Variational Learning ISTA
Fabio Valerio Massoli, Christos Louizos, Arash Behboodi
- Published: 22 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Sample Efficient Evolutionary Strategy for Reinforcement Learning
Harshad Khadilkar
- 13 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking
Karanpartap Singh, James Zou
- Published: 15 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Mildly Constrained Evaluation Policy for Offline Reinforcement Learning
Linjie Xu, zhengyao jiang, Jinyu Wang, Lei Song, Jiang Bian
- Published: 17 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA
James Seale Smith, Yen-Chang Hsu, Lingyu Zhang, Ting Hua, Zsolt Kira, Yilin Shen, Hongxia Jin
- Published: 13 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Self-Guided Semantic Alignment for Text Supervised Segmentation
TMLR Paper1935 Authors
- 12 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
The Missing U for Efficient Diffusion Models
Sergio Calvo Ordoñez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
- Published: 05 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Geometrical aspects of lattice gauge equivariant convolutional neural networks
David I. Müller, Jimmy Aronsson, Daniel Schuh
- Published: 16 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Adaptive Conformal Regression with Split-Jackknife+ Scores
Nicolas Deutschmann, Mattia Rigotti, Maria Rodriguez Martinez
- Published: 08 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Boosting Data-Driven Mirror Descent with Randomization, Equivariance, and Acceleration
Hong Ye Tan, Subhadip Mukherjee, Junqi Tang, Carola-Bibiane Schönlieb
- Published: 16 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
RoboArm-NMP: a Learning Environment for Neural Motion Planning
TMLR Paper1929 Authors
- 12 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark
Jan Tönshoff, Martin Ritzert, Eran Rosenbluth, Martin Grohe
- Published: 30 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Group Fairness in Reinforcement Learning via Multi-Objective Rewards
Jack Blandin, Ian A. Kash
- Published: 03 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone