TMLR Submissions

PASS: Pruning Attention Heads with Almost-sure Sparsity Targets
Dujian Ding, Ganesh Jawahar, Laks V. S. Lakshmanan
- Published: 16 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
AGG: Amortized Generative 3D Gaussians for Single Image to 3D
Dejia Xu, Ye Yuan, Morteza Mardani, Sifei Liu, Jiaming Song, Zhangyang Wang, Arash Vahdat
- Published: 24 Oct 2024, Last Modified: 24 Oct 2024
- Accepted by TMLR
- Readers: Everyone
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
Zhiyu Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian McAuley, Linda Ruth Petzold, William Yang Wang
- Published: 08 Nov 2024, Last Modified: 08 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Using Multimodal Foundation Models and Clustering for Improved Style Ambiguity Loss
TMLR Paper2865 Authors
- 13 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Strategies for Pretraining Neural Operators
Anthony Zhou, Cooper Lorsung, AmirPouya Hemmasian, Amir Barati Farimani
- Published: 28 Sept 2024, Last Modified: 28 Sept 2024
- Accepted by TMLR
- Readers: Everyone
From Persona to Personalization: A Survey on Role-Playing Language Agents
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Beyond Labeling Oracles - What does it mean to steal ML models?
Avital Shafran, Ilia Shumailov, Murat A Erdogdu, Nicolas Papernot
- Published: 27 Dec 2024, Last Modified: 27 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Hessian Free Efficient Single Loop Iterative Differentiation Methods for Bi-Level Optimization Problems
Peiran Yu, Junyi Li, Heng Huang
- Published: 02 Dec 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Explaining Node Embeddings
Zohair Shafi, Ayan Chatterjee, Tina Eliassi-Rad
- Published: 29 May 2025, Last Modified: 29 May 2025
- Accepted by TMLR
- Readers: Everyone
Inexact Alternating Direction Method of Multipliers with Efficient Local Termination Criterion for Cross-silo Federated Learning
TMLR Paper2858 Authors
- 12 Jun 2024 (modified: 13 Oct 2024)
- Withdrawn by Authors
- Readers: Everyone
How Far Are We From AGI: Are LLMs All We Need?
Tao Feng, Chuanyang Jin, Jingyu Liu, Kunlun Zhu, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You
- Published: 30 Oct 2024, Last Modified: 30 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Video Diffusion Models: A Survey
Andrew Melnik, Michal Ljubljanac, Cong Lu, Qi Yan, Weiming Ren, Helge Ritter
- Published: 15 Nov 2024, Last Modified: 28 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Data Augmentation Policy Search for Long-Term Forecasting
Liran Nochumsohn, Omri Azencot
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Learned feature representations are biased by complexity, learning order, position, and more
Andrew Kyle Lampinen, Stephanie C.Y. Chan, Katherine Hermann
- Published: 21 Sept 2024, Last Modified: 21 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift
TMLR Paper2851 Authors
- 11 Jun 2024 (modified: 22 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Deciphering Attention Mechanisms: Optimization and Fenchel Dual Solutions
TMLR Paper2847 Authors
- 11 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Score-based Explainability for Graph Representations
Ehsan Hajiramezanali, Sepideh Maleki, Max W Shen, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia
- Published: 08 Oct 2024, Last Modified: 08 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency
TMLR Paper2843 Authors
- 10 Jun 2024 (modified: 22 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition
Ismail Alkhouri, Xitong Zhang, Rongrong Wang
- Published: 14 Oct 2024, Last Modified: 14 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Reducing Variance in Meta-Learning via Laplace Approximation for Regression Tasks
Alfredo Reichlin, Gustaf Tegnér, Miguel Vasco, Hang Yin, Mårten Björkman, Danica Kragic
- Published: 04 Oct 2024, Last Modified: 04 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Improved Variational Bayesian Phylogenetic Inference using Mixtures
TMLR Paper2840 Authors
- 10 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval
Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S Dhillon, Prateek Jain
- Published: 29 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Real Tropical Geometry of Neural Networks for Binary Classification
Marie-Charlotte Brandenburg, Georg Loho, Guido Montufar
- Published: 18 Sept 2024, Last Modified: 18 Sept 2024
- Accepted by TMLR
- Readers: Everyone
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis
Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Kai Xu, Faez Ahmed
- Published: 04 Oct 2024, Last Modified: 04 Oct 2024
- Accepted by TMLR
- Readers: Everyone
An Attentive Approach for Building Partial Reasoning Agents from Pixels
Safa Alver, Doina Precup
- Published: 17 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone