TMLR Submissions

Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
TMLR Paper679 Authors
- 09 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Can We Solve 3D Vision Tasks Starting from A 2D Vision Transformer?
TMLR Paper678 Authors
- 09 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
DExT: Detector Explanation Toolkit
TMLR Paper674 Authors
- 07 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Jacobian-based Causal Discovery with Nonlinear ICA
Patrik Reizinger, Yash Sharma, Matthias Bethge, Bernhard Schölkopf, Ferenc Huszár, Wieland Brendel
- Published: 18 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deep Double Descent via Smooth Interpolation
Matteo Gamba, Erik Englesson, Mårten Björkman, Hossein Azizpour
- Published: 17 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Diffusion Probabilistic Modeling for Video Generation
TMLR Paper671 Authors
- 07 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification
Alan Q. Wang, Mert R. Sabuncu
- Published: 23 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Why Do Vision Transformers Have Better Adversarial Robustness than CNNs?
TMLR Paper668 Authors
- 06 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Adaptive patch foraging in deep reinforcement learning agents
Nathan Wispinski, Andrew Butcher, Kory Wallace Mathewson, Craig S Chapman, Matthew Botvinick, Patrick M. Pilarski
- Published: 12 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing
Firat Ozdemir, Berkan Lafci, Xose Luis Dean-Ben, Daniel Razansky, Fernando Perez-Cruz
- Published: 24 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning-to-defer for sequential medical decision-making under uncertainty
Shalmali Joshi, Sonali Parbhoo, Finale Doshi-Velez
- Published: 29 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes
Magnus Ross, Markus Heinonen
- Published: 09 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Dirichlet Mechanism for Differentially Private KL Divergence Minimization
Donlapark Ponnoprat
- Published: 21 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Multi-Tailed, Multi-Headed, Spatial Dynamic Memory Refined Text-to-Image Synthesis
TMLR Paper661 Authors
- 03 Dec 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Private Multi-Task Learning: Formulation and Applications to Federated Learning
Shengyuan Hu, Steven Wu, Virginia Smith
- Published: 12 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning to correct spectral methods for simulating turbulent flows
Gideon Dresdner, Dmitrii Kochkov, Peter Christian Norgaard, Leonardo Zepeda-Nunez, Jamie Smith, Michael Brenner, Stephan Hoyer
- Published: 26 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ATNAS: Automatic Termination for Neural Architecture Search
TMLR Paper657 Authors
- 02 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
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