TMLR Submissions

Better Theory for SGD in the Nonconvex World
Ahmed Khaled, Peter Richtárik
- Published: 01 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Attention Beats Concatenation for Conditioning Neural Fields
Daniel Rebain, Mark J. Matthews, Kwang Moo Yi, Gopal Sharma, Dmitry Lagun, Andrea Tagliasacchi
- Published: 17 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Transframer: Arbitrary Frame Prediction with Generative Models
Charlie Nash, Joao Carreira, Jacob C Walker, Iain Barr, Andrew Jaegle, Mateusz Malinowski, Peter Battaglia
- Published: 05 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Defense Against Reward Poisoning Attacks in Reinforcement Learning
Kiarash Banihashem, Adish Singla, Goran Radanovic
- Published: 09 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Stochastic Douglas-Rachford Splitting for Regularized Empirical Risk Minimization: Convergence, Mini-batch, and Implementation
Aysegul Bumin, Kejun Huang
- Published: 22 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection
Marine Picot, Federica Granese, Guillaume Staerman, Marco Romanelli, Francisco Messina, Pablo Piantanida, Pierre Colombo
- Published: 29 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differentially private partitioned variational inference
Mikko A. Heikkilä, Matthew Ashman, Siddharth Swaroop, Richard E Turner, Antti Honkela
- Published: 12 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
InfoNCE is a variational autoencoder
TMLR Paper449 Authors
- 20 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Ranking Game for Imitation Learning
Harshit Sikchi, Akanksha Saran, Wonjoon Goo, Scott Niekum
- Published: 17 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Beyond Predictions in Neural ODEs: Identification and Interventions
TMLR Paper447 Authors
- 19 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Fairness and robustness in anti-causal prediction
Maggie Makar, Alexander D'Amour
- Published: 02 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Adjusting Machine Learning Decisions for Equal Opportunity and Counterfactual Fairness
Yixin Wang, Dhanya Sridhar, David Blei
- Published: 07 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Modeling Bounded Rationality in Multi-Agent Simulations Using Rationally Inattentive Reinforcement Learning
Tong Mu, Stephan Zheng, Alexander R Trott
- Published: 17 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth
Chenjie Cao, Xinlin Ren, Yanwei Fu
- Published: 20 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis
Zhiri YUAN, Xixu HU, Qi WU, Shumin MA, Cheuk Hang LEUNG, Xin Shen, Yiyan HUANG
- Published: 03 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Separable Self-attention for Mobile Vision Transformers
Sachin Mehta, Mohammad Rastegari
- Published: 24 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Causal Inference from Small High-dimensional Datasets
TMLR Paper440 Authors
- 16 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Revisiting adversarial training for the worst-performing class
Thomas Pethick, Grigorios Chrysos, Volkan Cevher
- Published: 27 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Affordance Extraction with an External Knowledge Database for Text-Based Simulated Environments
TMLR Paper438 Authors
- 15 Sept 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
CrossMAE: Decoupled Masked Image Modeling with Cross Prediction
TMLR Paper437 Authors
- 15 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Concave Utility Reinforcement Learning with Zero-Constraint Violations
Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
- Published: 12 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Regularising for invariance to data augmentation improves supervised learning
TMLR Paper435 Authors
- 14 Sept 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Continual few-shot learning with Hippocampal-inspired replay
TMLR Paper434 Authors
- 14 Sept 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Object-aware Cropping for Self-Supervised Learning
Shlok Kumar Mishra, Anshul Shah, Ankan Bansal, Janit K Anjaria, Abhyuday Narayan Jagannatha, Abhishek Sharma, David Jacobs, Dilip Krishnan
- Published: 21 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Improving Generalization with Approximate Factored Value Functions
Shagun Sodhani, Sergey Levine, Amy Zhang
- Published: 24 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone