TMLR Submissions

Adaptively Robust and Sparse $K$-means Clustering
HAO LI, Shonosuke Sugasawa, Shota Katayama
- Published: 04 Nov 2024, Last Modified: 04 Nov 2024
- Accepted by TMLR
- Readers: Everyone
GPS: Guided Positive Sampling in Self-Supervised Learning
TMLR Paper3071 Authors
- 26 Jul 2024 (modified: 03 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Empowering Clinicians with Medical Decision Transformers: A Framework for Sepsis Treatment
TMLR Paper3070 Authors
- 25 Jul 2024 (modified: 14 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning
Subhojeet Pramanik, Esraa Elelimy, Marlos C. Machado, Adam White
- Published: 15 Oct 2024, Last Modified: 15 Oct 2024
- Accepted by TMLR
- Readers: Everyone
A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning
Hongming Zhang, Ke Sun, bo xu, Linglong Kong, Martin Müller
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Machine Learning Based Power Quality Disturbance Classification Under Varying Fundamental Frequency Conditions for Islanding of a Microgrid
TMLR Paper3067 Authors
- 25 Jul 2024 (modified: 12 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation
TMLR Paper3066 Authors
- 25 Jul 2024 (modified: 11 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Explanation Shift: How Did the Distribution Shift Impact the Model?
Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
- Published: 30 Jan 2025, Last Modified: 30 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Adaptive Multi-step Refinement Network for Robust Point Cloud Registration
Zhi Chen, Yufan Ren, Tong Zhang, Zheng Dang, Wenbing Tao, Sabine Susstrunk, Mathieu Salzmann
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Interactive Task Planning with Language Models
Boyi Li, Philipp Wu, Pieter Abbeel, Jitendra Malik
- Published: 31 Jan 2025, Last Modified: 31 Jan 2025
- Accepted by TMLR
- Readers: Everyone
One Leaf Knows Autumn: A Piece of Data-Model Facilitates Efficient Cancer Prognosis with Histological and Genomic Modalities
TMLR Paper3062 Authors
- 24 Jul 2024 (modified: 23 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Transformer Architecture Search for Improving Out-of-Domain Generalization in Machine Translation
Yiheng He, Ruiyi Zhang, Sai Ashish Somayajula, Pengtao Xie
- Published: 26 Dec 2024, Last Modified: 27 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Learning under Imitative Strategic Behavior with Unforeseeable Outcomes
Tian Xie, Zhiqun Zuo, Mohammad Mahdi Khalili, Xueru Zhang
- Published: 29 Oct 2024, Last Modified: 29 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Training LLMs over Neurally Compressed Text
Brian Lester, Jaehoon Lee, Alexander A Alemi, Jeffrey Pennington, Adam Roberts, Jascha Sohl-Dickstein, Noah Constant
- Published: 08 Dec 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models
Kangfu Mei, Zhengzhong Tu, Mauricio Delbracio, Hossein Talebi, Vishal M. Patel, Peyman Milanfar
- Published: 07 Jan 2025, Last Modified: 07 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Modular Federated Contrastive Learning with Twin Normalization for Resource-limited Clients
Azadeh Motamedi, IL MIN KIM
- Published: 11 Nov 2024, Last Modified: 11 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs
Ahmad Naser Eddin, Jacopo Bono, David Oliveira Aparicio, Hugo Ferreira, Pedro Manuel Pinto Ribeiro, Pedro Bizarro
- Published: 07 Nov 2024, Last Modified: 07 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Learning predictive checklists with probabilistic logic programming
TMLR Paper3053 Authors
- 23 Jul 2024 (modified: 17 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
mDAE : modified Denoising AutoEncoder for missing data imputation
TMLR Paper3052 Authors
- 23 Jul 2024 (modified: 28 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Consistency-diversity-realism Pareto fronts of conditional image generative models
TMLR Paper3051 Authors
- 23 Jul 2024 (modified: 23 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Fast Random Fourier Features Through Randomized Block-Diagonal Projection
TMLR Paper3050 Authors
- 23 Jul 2024 (modified: 07 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Class-Discriminative Attention Maps for Vision Transformers
Lennart Brocki, Jakub Binda, Neo Christopher Chung
- Published: 02 Nov 2024, Last Modified: 02 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Exploring End-to-end Differentiable Neural Charged Particle Tracking – A Loss Landscape Perspective
TMLR Paper3047 Authors
- 22 Jul 2024 (modified: 28 May 2025)
- Under review for TMLR
- Readers: Everyone
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs
Nicolas Boizard, Kevin El Haddad, CELINE HUDELOT, Pierre Colombo
- Published: 13 Jan 2025, Last Modified: 13 Jan 2025
- Accepted by TMLR
- Readers: Everyone
A Survey on Compositional Learning of AI Models: Theoretical and Experimental Practices
Sania Sinha, Tanawan Premsri, Parisa Kordjamshidi
- Published: 05 Dec 2024, Last Modified: 05 Dec 2024
- Accepted by TMLR
- Readers: Everyone