TMLR Submissions

Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks
Xingpeng Sun, Haoming Meng, Souradip Chakraborty, Amrit Bedi, Aniket Bera
- Published: 01 Nov 2024, Last Modified: 01 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data
Samuel C Hoffman, Payel Das, Karthikeyan Shanmugam, Kahini Wadhawan, Prasanna Sattigeri
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors
TMLR Paper2573 Authors
- 23 Apr 2024 (modified: 27 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
Mufei Li, Eleonora Kreacic, Vamsi K. Potluru, Pan Li
- Published: 25 Oct 2024, Last Modified: 25 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals
Oliver Hahn, Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth
- Published: 07 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Resource-efficient Pure Exploration for Contextual Bandits
TMLR Paper2570 Authors
- 22 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Re-Thinking Inverse Graphics With Large Language Models
Peter Kulits, Haiwen Feng, Weiyang Liu, Victoria Fernandez Abrevaya, Michael J. Black
- Published: 27 Aug 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Gaussian-Smoothed Sliced Probability Divergences
Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso
- Published: 17 Nov 2024, Last Modified: 17 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Policy optimization in reinforcement learning for column generation
TMLR Paper2566 Authors
- 22 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty
Guanlin Liu, Zhihan Zhou, Han Liu, Lifeng Lai
- Published: 04 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Pre-trained Hypergraph Convolutional Neural Networks with Self-supervised Learning
Yihe Deng, Ruochi Zhang, Pan Xu, Jian Ma, Quanquan Gu
- Published: 03 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations
Ruosen Li, Teerth Patel, Xinya Du
- Published: 04 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Lifelong Learning in StyleGAN through Latent Subspaces
Adarsh Kappiyath, ANMOL GARG, Ramya Hebbalaguppe, Prathosh AP
- Published: 13 Jan 2025, Last Modified: 13 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Locally Adaptive Federated Learning
Sohom Mukherjee, Nicolas Loizou, Sebastian U Stich
- Published: 29 Oct 2024, Last Modified: 29 Oct 2024
- Accepted by TMLR
- Readers: Everyone
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation
Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A Sigurdsson, Nanyun Peng, Xin Eric Wang
- Published: 29 Dec 2024, Last Modified: 29 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Effective, Stable and Efficient Unsupervised Image Outlier Detection via Distance Ensemble Learning
TMLR Paper2557 Authors
- 20 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners
Xuehai He, Weixi Feng, Tsu-Jui Fu, Varun Jampani, Arjun Reddy Akula, Pradyumna Narayana, S Basu, William Yang Wang, Xin Eric Wang
- Published: 29 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Mechanistic Interpretability for AI Safety - A Review
Leonard Bereska, Stratis Gavves
- Published: 09 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks
Rui-Jie Zhu, Qihang Zhao, Guoqi Li, Jason Eshraghian
- Published: 20 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
QGen: On the Ability to Generalize in Quantization Aware Training
TMLR Paper2553 Authors
- 19 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
Giang Nguyen, Valerie Chen, Mohammad Reza Taesiri, Anh Totti Nguyen
- Published: 28 Aug 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Automated and Unbiased Coefficient Clustering with Non Convex SLOPE
TMLR Paper2551 Authors
- 19 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Unsupervised Domain Adaptation by Learning Using Privileged Information
Adam Breitholtz, Anton Matsson, Fredrik D. Johansson
- Published: 16 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models
Kyra Ahrens, Hans Hergen Lehmann, Jae Hee Lee, Stefan Wermter
- Published: 12 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Multivariate Dense Retrieval: A Reproducibility Study
TMLR Paper2548 Authors
- 19 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone