TMLR Submissions

Online black-box adaptation to generalized target-shift
TMLR Paper257 Authors
- 12 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks
Yifan Chen, Tianning Xu, Dilek Hakkani-Tur, Di Jin, Yun Yang, Ruoqing Zhu
- Published: 27 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture
kaichen zhou, Lanqing HONG, Shoukang Hu, Fengwei Zhou, Binxin Ru, Jiashi Feng, Zhenguo Li
- Published: 03 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Data Consistency for Weakly Supervised Learning
TMLR Paper254 Authors
- 11 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Offline Reinforcement Learning for Traffic Signal Control
TMLR Paper253 Authors
- 11 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Mace: A flexible framework for membership privacy estimation in generative models
Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul M Dodhia, Juan M Lavista Ferres
- Published: 06 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Degradation Attacks on Certifiably Robust Neural Networks
Klas Leino, Chi Zhang, Ravi Mangal, Matt Fredrikson, Bryan Parno, Corina Pasareanu
- Published: 30 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks
Adam Breitholtz, Fredrik Daniel Johansson
- Published: 24 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation
TMLR Paper248 Authors
- 08 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder
TMLR Paper247 Authors
- 08 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets
Johannes Gasteiger, Muhammed Shuaibi, Anuroop Sriram, Stephan Günnemann, Zachary Ward Ulissi, C. Lawrence Zitnick, Abhishek Das
- Published: 02 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Convolution based Variational Bayes for Patient Vital Signs Modeling with Factorial HMM
TMLR Paper243 Authors
- 07 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Ex Uno Plures: Splitting One Model into an Ensemble of Subnetworks
TMLR Paper242 Authors
- 07 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Retained Singular Values in Probabilistic Image Segmentation with Normalizing Flows and Optimal Transport
TMLR Paper240 Authors
- 06 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation
Haibo Qiu, Baosheng Yu, Dacheng Tao
- Published: 23 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning
Washim Uddin Mondal, Vaneet Aggarwal, Satish Ukkusuri
- Published: 13 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Encoding Hierarchical Information in Neural Networks \\helps in Subpopulation Shift
TMLR Paper236 Authors
- 05 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Counterfactual Learning with Multioutput Deep Kernels
Alberto Caron, Ioanna Manolopoulou, Gianluca Baio
- Published: 01 Dec 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
Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou
- Published: 29 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ANCER: Anisotropic Certification via Sample-wise Volume Maximization
Francisco Eiras, Motasem Alfarra, Philip Torr, M. Pawan Kumar, Puneet K. Dokania, Bernard Ghanem, Adel Bibi
- Published: 08 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Do better ImageNet classifiers assess perceptual similarity better?
Manoj Kumar, Neil Houlsby, Nal Kalchbrenner, Ekin Dogus Cubuk
- Published: 16 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On Output Activation Functions for Adversarial Losses: A Theoretical Analysis via Variational Divergence Minimization and An Empirical Study on MNIST Classification
TMLR Paper231 Authors
- 03 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Image-graph-image auto-encoding: a conceptual study with symbolic shape classification
TMLR Paper230 Authors
- 03 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
ZerO Initialization: Initializing Neural Networks with only Zeros and Ones
Jiawei Zhao, Florian Tobias Schaefer, Anima Anandkumar
- Published: 09 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Nonstationary Reinforcement Learning with Linear Function Approximation
Huozhi Zhou, Jinglin Chen, Lav R. Varshney, Ashish Jagmohan
- Published: 14 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone