TMLR Submissions

BaSIS-Net: From Point Estimate to Predictive Distribution in Neural Networks - A Bayesian Sequential Importance Sampling Framework
Giuseppina Carannante, Nidhal Bouaynaya, Ghulam Rasool, Lyudmila Mihaylova
- Published: 02 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
CoDeC: Communication-Efficient Decentralized Continual Learning
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
- Published: 05 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Statistical Component Separation for Targeted Signal Recovery in Noisy Mixtures
Bruno Régaldo-Saint Blancard, Michael Eickenberg
- Published: 28 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Provable Membership Inference Privacy
Zachary Izzo, Jinsung Yoon, Sercan O Arik, James Zou
- Published: 09 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel
Ziyang Jiang, Tongshu Zheng, Yiling Liu, David Carlson
- Published: 04 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the Optimization and Generalization of Multi-head Attention
Puneesh Deora, Rouzbeh Ghaderi, Hossein Taheri, Christos Thrampoulidis
- Published: 18 Apr 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning
Aritra Mitra, George J. Pappas, Hamed Hassani
- Published: 23 May 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World
Bowen Lei, Dongkuan Xu, Ruqi Zhang, Bani Mallick
- Published: 25 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Making Reliable and Flexible Decisions in Long-tailed Classification
TMLR Paper1733 Authors
- 25 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
DeepReShape: Redesigning Neural Networks for Efficient Private Inference
Nandan Kumar Jha, Brandon Reagen
- Published: 17 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Functional Linear Regression of Cumulative Distribution Functions
Qian Zhang, Anuran Makur, Kamyar Azizzadenesheli
- Published: 05 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A general framework for formulating structured variable selection
Guanbo Wang, Mireille Schnitzer, Tom Chen, Rui Wang, Robert W Platt
- Published: 25 Jan 2024, Last Modified: 25 Jan 2025
- Accepted by TMLR
- Readers: Everyone
DSI2I: Dense Style for Unpaired Exemplar-based Image-to- Image Translation
Baran Ozaydin, Tong Zhang, Sabine Susstrunk, Mathieu Salzmann
- Published: 29 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Enhancing Robustness to Class-Conditional Distribution Shift in Long-Tailed Recognition
Keliang Li, Hong Chang, Shiguang Shan, Xilin CHEN
- Published: 23 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
Long Lian, Boyi Li, Adam Yala, Trevor Darrell
- Published: 06 Mar 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
An optimal control perspective on diffusion-based generative modeling
Julius Berner, Lorenz Richter, Karen Ullrich
- Published: 26 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Automated Design of Metaheuristic Algorithms: A Survey
Qi Zhao, Qiqi Duan, Bai Yan, Shi Cheng, Yuhui Shi
- Published: 21 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the Adversarial Robustness of Camera-based 3D Object Detection
Shaoyuan Xie, Zichao Li, Zeyu Wang, Cihang Xie
- Published: 18 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Almost Equivariance via Lie Algebra Convolutions
TMLR Paper1723 Authors
- 24 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
INSPIRE: Incorporating Diverse Feature Preferences in Recourse
Prateek Yadav, Peter Hase, Mohit Bansal
- Published: 28 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Survey on the Possibilities & Impossibilities of AI-generated Text Detection
Soumya Suvra Ghosal, Souradip Chakraborty, Jonas Geiping, Furong Huang, Dinesh Manocha, Amrit Bedi
- Published: 29 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Correlation Clustering with Active Learning of Pairwise Similarities
Linus Aronsson, Morteza Haghir Chehreghani
- Published: 26 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Series of Hessian-Vector Products for Tractable Saddle-Free Newton Optimisation of Neural Networks
Elre Talea Oldewage, Ross M Clarke, José Miguel Hernández-Lobato
- Published: 05 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond
Andi Han, Dai Shi, Lequan Lin, Junbin Gao
- Published: 22 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Temporal Label-Refinement for Weakly-Supervised Audio-Visual Event Localization
TMLR Paper1716 Authors
- 23 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone