TMLR Submissions

CDA: Contrastive-adversarial Domain Adaptation
TMLR Paper656 Authors
- 02 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm
Yiling Xie, Yiling Luo, Xiaoming Huo
- Published: 01 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation
Chenhong Zhou, Feng Liu, Chen Gong, Rongfei Zeng, Tongliang Liu, William Cheung, Bo Han
- Published: 17 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning to Look by Self-Prediction
Matthew Koichi Grimes, Joseph Varughese Modayil, Piotr W Mirowski, Dushyant Rao, Raia Hadsell
- Published: 05 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Alignment Problem in Curriculum Learning
TMLR Paper652 Authors
- 30 Nov 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Unifying physical systems’ inductive biases in neural ODE using dynamics constraints
Yi Heng Lim, Muhammad Firmansyah Kasim
- Published: 10 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Deep Top-Down Approach to Hierarchically Coherent Probabilistic Forecasting
TMLR Paper650 Authors
- 29 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Transfer Entropy Bottleneck: Learning Sequence to Sequence Information Transfer
Damjan Kalajdzievski, Ximeng Mao, Pascal Fortier-Poisson, Guillaume Lajoie, Blake Aaron Richards
- Published: 08 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Solving Nonconvex-Nonconcave Min-Max Problems exhibiting Weak Minty Solutions
Axel Böhm
- Published: 13 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance
Bahjat Kawar, Roy Ganz, Michael Elad
- Published: 15 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Quantifying probabilistic robustness of tree-based classifiers against natural distortions
TMLR Paper646 Authors
- 29 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Online Optimal Tracking of Linear Systems with Adversarial Disturbances
Farnaz Adib Yaghmaie, Hamidreza Modares
- Published: 17 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models
Alex Lamb, Riashat Islam, Yonathan Efroni, Aniket Rajiv Didolkar, Dipendra Misra, Dylan J Foster, Lekan P Molu, Rajan Chari, Akshay Krishnamurthy, John Langford
- Published: 12 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Stack: 3 TB of permissively licensed source code
Denis Kocetkov, Raymond Li, Loubna Ben allal, Jia LI, Chenghao Mou, Yacine Jernite, Margaret Mitchell, Carlos Muñoz Ferrandis, Sean Hughes, Thomas Wolf, Dzmitry Bahdanau, Leandro Von Werra, Harm de Vries
- Published: 07 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Tackling Visual Control via Multi-View Exploration Maximization
TMLR Paper642 Authors
- 28 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models
Juan Lopez Alcaraz, Nils Strodthoff
- Published: 23 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Parameter Efficient Node Classification on Homophilic Graphs
Lucas Prieto, Jeroen Den Boef, Paul Groth, Joran Cornelisse
- Published: 20 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differentiable Logic Machines
Matthieu Zimmer, Xuening Feng, Claire Glanois, Zhaohui JIANG, Jianyi Zhang, Paul Weng, Dong Li, Jianye HAO, Wulong Liu
- Published: 20 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Controlling Neural Network Smoothness for Neural Algorithmic Reasoning
David A. Klindt
- Published: 02 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
MASIF: Meta-learned Algorithm Selection using Implicit Fidelity Information
Tim Ruhkopf, Aditya Mohan, Difan Deng, Alexander Tornede, Frank Hutter, Marius Lindauer
- Published: 18 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differentially Private Image Classification from Features
Harsh Mehta, Walid Krichene, Abhradeep Guha Thakurta, Alexey Kurakin, Ashok Cutkosky
- Published: 24 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Constrained Parameter Inference as a Principle for Learning
Nasir Ahmad, Ellen Schrader, Marcel van Gerven
- Published: 30 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Threat Model-Agnostic Adversarial Defense using Diffusion Models
TMLR Paper631 Authors
- 24 Nov 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
ChemSpacE: Interpretable and Interactive Chemical Space Exploration
Yuanqi Du, Xian Liu, Nilay Mahesh Shah, Shengchao Liu, Jieyu Zhang, Bolei Zhou
- Published: 01 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Sampling Matters in Explanations: Towards Robust Attribution Analysis with Feature Suppression
TMLR Paper629 Authors
- 23 Nov 2022 (modified: 05 Dec 2024)
- Rejected by TMLR
- Readers: Everyone