TMLR Submissions

Learning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes
Vahid Balazadeh, Abir De, Adish Singla, Manuel Gomez Rodriguez
- Published: 28 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Benchmarking and Analyzing Unsupervised Network Representation Learning and the Illusion of Progress
Saket Gurukar, Priyesh Vijayan, srinivasan parthasarathy, Balaraman Ravindran, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel
- Published: 26 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Parameter Sharing For Heterogeneous Agents in Multi-Agent Reinforcement Learning
TMLR Paper41 Authors
- 08 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation
Sanket Kamthe, So Takao, Shakir Mohamed, Marc Peter Deisenroth
- Published: 06 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Towards Backwards-Compatible Data with Confounded Domain Adaptation
TMLR Paper39 Authors
- 07 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Flipped Classroom: Effective Teaching for Chaotic Time Series Forecasting
TMLR Paper37 Authors
- 07 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning
Srivatsan Krishnan, Max Lam, Sharad Chitlangia, Zishen Wan, Gabriel Barth-maron, Aleksandra Faust, Vijay Janapa Reddi
- Published: 28 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Algorithm-Agnostic Explainability for Unsupervised Clustering
TMLR Paper35 Authors
- 06 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Your Policy Regularizer is Secretly an Adversary
Rob Brekelmans, Tim Genewein, Jordi Grau-Moya, Gregoire Detetang, Markus Kunesch, Shane Legg, Pedro A Ortega
- Published: 10 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Margin Rectification for Long-Tailed Visual Recognition
TMLR Paper33 Authors
- 06 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Estimating Unbiased Averages of Sensitive Attributes without Handshakes among Agents
TMLR Paper31 Authors
- 05 Apr 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes
Suhani Vora, Noha Radwan, Klaus Greff, Henning Meyer, Kyle Genova, Mehdi S. M. Sajjadi, Etienne Pot, Andrea Tagliasacchi, Daniel Duckworth
- Published: 28 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deformation Robust Roto-Scale-Translation Equivariant CNNs
Liyao Gao, Guang Lin, Wei Zhu
- Published: 20 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Global Reward Maximization with Partial Feedback via Differentially Private Distributed Linear Bandits
TMLR Paper28 Authors
- 04 Apr 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Auto-Lambda: Disentangling Dynamic Task Relationships
Shikun Liu, Stephen James, Andrew Davison, Edward Johns
- Published: 02 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Impact of Reinitialization on Generalization in Convolutional Neural Networks
TMLR Paper26 Authors
- 04 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
NoiLin: Improving adversarial training and correcting stereotype of noisy labels
Jingfeng Zhang, Xilie Xu, Bo Han, Tongliang Liu, Lizhen Cui, Gang Niu, Masashi Sugiyama
- Published: 30 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
AMD: Angular Margin based Knowledge Distillation
TMLR Paper24 Authors
- 03 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexities
Ziyi Chen, Yi Zhou, Rong-Rong Chen
- Published: 30 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Why Emergent Communication is Repulsive
TMLR Paper22 Authors
- 01 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Remember to correct the bias when using deep learning for regression!
TMLR Paper21 Authors
- 01 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
TLDR: Twin Learning for Dimensionality Reduction
Yannis Kalantidis, Carlos Eduardo Rosar Kos Lassance, Jon Almazán, Diane Larlus
- Published: 15 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Clustering units in neural networks: upstream vs downstream information
Richard D Lange, David Rolnick, Konrad Kording
- Published: 13 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers
Andreas Peter Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer
- Published: 27 May 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Unified Survey on Anomaly, Novelty, Open-Set, and Out- of-Distribution Detection: Solutions and Future Challenges
TMLR Paper16 Authors
- 30 Mar 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone