TMLR Submissions

Exploring Efficient Few-shot Adaptation for Vision Transformers
Chengming Xu, Siqian Yang, Yabiao Wang, Zhanxiong Wang, Yanwei Fu, Xiangyang Xue
- Published: 12 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Data Models for Dataset Drift Controls in Machine Learning With Images
TMLR Paper193 Authors
- 17 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On the Choice of Interpolation Scheme for Neural CDEs
James Morrill, Patrick Kidger, Lingyi Yang, Terry Lyons
- Published: 08 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Efficient CDF Approximations for Normalizing Flows
Chandramouli Shama Sastry, Andreas Lehrmann, Marcus A Brubaker, Alexander Radovic
- Published: 29 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Fingerprints of Super Resolution Networks
Jeremy Vonderfecht, Feng Liu
- Published: 06 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ANCER: Anisotropic Certification via Sample-wise Volume Maximization
TMLR Paper189 Authors
- 16 Jun 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Teaching Models to Express Their Uncertainty in Words
Stephanie Lin, Jacob Hilton, Owain Evans
- Published: 17 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan O Arik, Chen-Yu Lee, Tomas Pfister
- Published: 04 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed
Mélanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker
- Published: 23 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Variational Variance: Simple and Reliable Noise Variance Parameterization
TMLR Paper185 Authors
- 15 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Mitigating Catastrophic Forgetting in Spiking Neural Networks through Threshold Modulation
Ilyass Hammouamri, Timothée Masquelier, Dennis George Wilson
- Published: 11 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A mathematical model for estimating anti-learning when a decision tree solves the parity bit problem
TMLR Paper183 Authors
- 15 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Identifiable Deep Generative Models via Sparse Decoding
Gemma Elyse Moran, Dhanya Sridhar, Yixin Wang, David Blei
- Published: 20 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Revisiting Gaussian Neurons for Online Clustering with Unknown Number of Clusters
Ole Christian Eidheim
- 15 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Free Lunch with Influence Functions? Improving Neural Network Estimates of the Average Treatment Effect with Concepts from Semiparametric Statistics
TMLR Paper180 Authors
- 14 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Diffusion Based Representation Learning
TMLR Paper178 Authors
- 14 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning
Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Jie Fu, Yang Cao, Yu Kang, Haifeng Wang
- Published: 22 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Probabilistic Autoencoder
Vanessa M Boehm, Uros Seljak
- Published: 15 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation
Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi
- Published: 22 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Im2Painting: Economical Painterly Stylization
TMLR Paper173 Authors
- 13 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Representation Ensembling for Synergistic Lifelong Learning with Quasilinear Complexity
TMLR Paper172 Authors
- 10 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis
Jicong Fan, Lijun Ding, Chengrun Yang, Zhao Zhang, Madeleine Udell
- Published: 03 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Convolutional Layers Are Not Translation Equivariant
TMLR Paper170 Authors
- 09 Jun 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
On the Paradox of Certified Training
Nikola Jovanović, Mislav Balunovic, Maximilian Baader, Martin Vechev
- Published: 28 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Secure Domain Adaptation with Multiple Sources
Serban Stan, Mohammad Rostami
- Published: 18 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone