TMLR Submissions

TimeSeAD: Benchmarking Deep Multivariate Time-Series Anomaly Detection
Dennis Wagner, Tobias Michels, Florian C.F. Schulz, Arjun Nair, Maja Rudolph, Marius Kloft
- Published: 03 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data
TMLR Paper734 Authors
- 28 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Node-Level Differentially Private Graph Neural Networks
TMLR Paper733 Authors
- 27 Dec 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Learning Symbolic Rules for Reasoning in Quasi-Natural Language
Kaiyu Yang, Jia Deng
- Published: 29 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Counterfactual Variable Control for Robust and Interpretable Question Answering
TMLR Paper731 Authors
- 26 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Language-guided Task Adaptation for Imitation Learning
TMLR Paper730 Authors
- 26 Dec 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program
Tiange Luo, Honglak Lee, Justin Johnson
- Published: 06 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
- Published: 22 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
GIT-Net: Generalized Integral Transform for Operator Learning
Chao Wang, Alexandre H. Thiery
- Published: 05 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On Sequential Bayesian Inference for Continual Learning
TMLR Paper726 Authors
- 23 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption Retrieval
Maurits Bleeker, Andrew Yates, Maarten de Rijke
- Published: 17 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Relating graph auto-encoders to linear models
TMLR Paper724 Authors
- 23 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
POMRL: No-Regret Learning-to-Plan with Increasing Horizons
Khimya Khetarpal, Claire Vernade, Brendan O'Donoghue, Satinder Singh, Tom Zahavy
- Published: 18 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Transformer for Partial Differential Equations’ Operator Learning
Zijie Li, Kazem Meidani, Amir Barati Farimani
- Published: 06 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms
TMLR Paper721 Authors
- 22 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation
Dennis Thomas Ulmer, Christian Hardmeier, Jes Frellsen
- Published: 04 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Gaussian Pre-Activations in Neural Networks: Myth or Reality?
TMLR Paper719 Authors
- 21 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds
Patrick Feeney, Sarah Schneider, Panagiotis Lymperopoulos, Liping Liu, Matthias Scheutz, Michael C Hughes
- Published: 11 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reusable Options through Gradient-based Meta Learning
David Kuric, Herke van Hoof
- Published: 28 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Measure of the Complexity of Neural Representations based on Partial Information Decomposition
David Alexander Ehrlich, Andreas Christian Schneider, Viola Priesemann, Michael Wibral, Abdullah Makkeh
- Published: 18 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Fast&Fair: Training Acceleration and Bias Mitigation for GNNs
Oyku Deniz Kose, Yanning Shen
- Published: 10 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Adaptive Cross Batch Normalization for Metric Learning
TMLR Paper713 Authors
- 21 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Enhancing image captioning with depth information using a Transformer-based framework
Aya Mahmoud Ahmed, Mohamed Yousef Bassyouni, Khaled Fatehy Hussain, Yousef Bassyouni Mahdy
- 20 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings
Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo
- Published: 16 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On 3D Reconstruction Pre-training to Improve Adversarial Robustness
TMLR Paper710 Authors
- 20 Dec 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone