TMLR Submissions

Extracting Local Reasoning Chains of Deep Neural Networks
Haiyan Zhao, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
- Published: 11 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Shapley Oracle Pruning for Convolutional Neural Networks
TMLR Paper402 Authors
- 01 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Algorithms and Theory for Supervised Gradual Domain Adaptation
Jing Dong, Shiji Zhou, Baoxiang Wang, Han Zhao
- Published: 17 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Unsupervised Domain Adaptation via Minimized Joint Error
TMLR Paper400 Authors
- 01 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Meta Automatic Curriculum Learning for Classrooms of Deep RL Black-Box Students
TMLR Paper399 Authors
- 31 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Logistic Regression Through the Veil of Imprecise Data
TMLR Paper397 Authors
- 30 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful
Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Volodimir Begy, Gilles Louppe
- Published: 28 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling
TMLR Paper395 Authors
- 30 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On Pseudo-Labeling for Class-Mismatch Semi-Supervised Learning
Lu Han, Han-Jia Ye, De-Chuan Zhan
- Published: 27 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Proactive Pseudo-Intervention: Pre-informed Contrastive Learning For Interpretable Vision Models
TMLR Paper392 Authors
- 28 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
GIT: A Generative Image-to-text Transformer for Vision and Language
Jianfeng Wang, Zhengyuan Yang, Xiaowei Hu, Linjie Li, Kevin Lin, Zhe Gan, Zicheng Liu, Ce Liu, Lijuan Wang
- Published: 13 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks
TMLR Paper388 Authors
- 25 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Joint Representation Training in Sequential Tasks with Shared Structure
TMLR Paper387 Authors
- 24 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows
TMLR Paper386 Authors
- 24 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Collaborative Algorithms for Online Personalized Mean Estimation
Mahsa Asadi, Aurélien Bellet, Odalric-Ambrym Maillard, Marc Tommasi
- Published: 24 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Server-Side Stepsizes and Sampling Without Replacement Provably Help in Federated Optimization
TMLR Paper384 Authors
- 24 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Unsupervised Discovery and Composition of Object Light Fields
TMLR Paper382 Authors
- 24 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Better Linear Rates for SGD with Data Shuffling
TMLR Paper381 Authors
- 23 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Time Series Alignment with Global Invariances
Titouan Vayer, Romain Tavenard, Laetitia Chapel, Rémi Flamary, Nicolas Courty, Yann Soullard
- Published: 27 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Real-world-robustness of tree-based classifiers
TMLR Paper379 Authors
- 22 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Optimizing Intermediate Representations of Generative Models for Phase Retrieval
Tobias Uelwer, Sebastian Konietzny, Stefan Harmeling
- Published: 18 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deconstructing Self-Supervised Monocular Reconstruction: The Design Decisions that Matter
Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden
- Published: 20 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Dropped Scheduled Task: Mitigating Negative Transfer in Multi-task Learning using Dynamic Task Dropping
Aakarsh Malhotra, Mayank Vatsa, Richa Singh
- Published: 28 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Pruning Transformers with a Finite Admixture of Keys
TMLR Paper375 Authors
- 20 Aug 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
An empirical study of implicit regularization in deep offline RL
Caglar Gulcehre, Srivatsan Srinivasan, Jakub Sygnowski, Georg Ostrovski, Mehrdad Farajtabar, Matthew Hoffman, Razvan Pascanu, Arnaud Doucet
- Published: 23 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone