TMLR Submissions

Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices
Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger
- Published: 11 Feb 2025, Last Modified: 11 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Influence Learning in Complex Systems
Elena Congeduti, Roberto Rocchetta, Frans A Oliehoek
- Published: 29 Mar 2025, Last Modified: 25 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Global Safe Sequential Learning via Efficient Knowledge Transfer
Cen-You Li, Olaf Dünnbier, Marc Toussaint, Barbara Rakitsch, Christoph Zimmer
- Published: 18 Jan 2025, Last Modified: 18 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Optimization and Generalization Guarantees for Weight Normalization
Pedro Cisneros-Velarde, Zhijie Chen, Sanmi Koyejo, Arindam Banerjee
- Published: 09 Jan 2025, Last Modified: 09 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Statistical Mechanics of Min-Max Problems
Yuma Ichikawa, Koji Hukushima
- Published: 27 Dec 2024, Last Modified: 27 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Wasserstein Coreset via Sinkhorn Loss
Haoyun Yin, Yixuan Qiu, Xiao Wang
- Published: 12 Feb 2025, Last Modified: 12 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Pre-trained Vision-Language Models Learn Discoverable Visual Concepts
Yuan Zang, Tian Yun, Hao Tan, Trung Bui, Chen Sun
- Published: 02 Jan 2025, Last Modified: 02 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Full-Rank Unsupervised Node Embeddings for Directed Graphs via Message Aggregation
TMLR Paper3331 Authors
- 12 Sept 2024 (modified: 15 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
NgIohTuned: a Highly Reproducible Black-box Optimization Wizard
TMLR Paper3330 Authors
- 12 Sept 2024 (modified: 14 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors
TMLR Paper3329 Authors
- 11 Sept 2024 (modified: 08 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
Noise-free Loss Gradients: A Surprisingly Effective Baseline for Coreset Selection
TMLR Paper3327 Authors
- 11 Sept 2024 (modified: 18 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
Using Enriched Category Theory to Construct the Nearest Neighbour Classification Algorithm
TMLR Paper3326 Authors
- 11 Sept 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling
Weicheng Zhu, Sheng Liu, Carlos Fernandez-Granda, Narges Razavian
- Published: 15 Jan 2025, Last Modified: 15 Jan 2025
- Accepted by TMLR
- Readers: Everyone
When Vision Fails: Text Attacks Against ViT and OCR
TMLR Paper3324 Authors
- 10 Sept 2024 (modified: 28 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Characterizing the Convergence of Game Dynamics via Potentialness
Martin Bichler, Davide Legacci, Panayotis Mertikopoulos, Matthias Oberlechner, Bary Pradelski
- Published: 11 Mar 2025, Last Modified: 11 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Towards Robust Scale-Invariant Mutual Information Estimators
TMLR Paper3322 Authors
- 10 Sept 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
TMLR Paper3321 Authors
- 10 Sept 2024 (modified: 27 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization
Akiyoshi Sannai, Yasunari Hikima, Ken Kobayashi, Akinori Tanaka, Naoki Hamada
- Published: 08 Apr 2025, Last Modified: 08 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Accelerating Learned Image Compression with Sensitivity-aware Embedding and Moving Average
TMLR Paper3319 Authors
- 10 Sept 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari
- Published: 11 Feb 2025, Last Modified: 11 Feb 2025
- Accepted by TMLR
- Readers: Everyone
AutoDocSegmenter: A Geometric Approach towards Self-Supervised Document Segmentation
Ankita Chatterjee, Anjali Raj, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Partha Pratim Das
- Published: 30 Dec 2024, Last Modified: 30 Dec 2024
- Accepted by TMLR
- Readers: Everyone
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study
TMLR Paper3316 Authors
- 09 Sept 2024 (modified: 22 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Planning with Consistency Models for Model-Based Offline Reinforcement Learning
Guanquan Wang, Takuya Hiraoka, Yoshimasa Tsuruoka
- Published: 12 Dec 2024, Last Modified: 12 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Gradient Descent and the Power Method: Exploiting their connection to find the leftmost eigen-pair and escape saddle points
TMLR Paper3314 Authors
- 09 Sept 2024 (modified: 30 Apr 2025)
- Decision pending for TMLR
- Readers: Everyone
360VFI: A Dataset and Benchmark for Omnidirectional Video Frame Interpolation
TMLR Paper3313 Authors
- 09 Sept 2024 (modified: 14 Mar 2025)
- Rejected by TMLR
- Readers: Everyone