TMLR Submissions

Improving out-of-distribution generalization by mimicking the human visual diet.
TMLR Paper3992 Authors
- 16 Jan 2025 (modified: 02 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
∇QDARTS: Quantization as an Elastic Dimension to Differentiable NAS
Payman Behnam, Uday Kamal, Sanjana Vijay Ganesh, Zhaoyi Li, Michael Andrew Jurado, Alind Khare, Igor Fedorov, Gaowen Liu, Alexey Tumanov
- Published: 29 Apr 2025, Last Modified: 29 Apr 2025
- Accepted by TMLR
- Readers: Everyone
CXAD: Contrastive Explanations for Anomaly Detection: Algorithms, Complexity Results and Experiments
Ian Davidson, Nicolás Kennedy, S. S. Ravi
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Flexible Conditional Generation with Stochastically Factorized Autoregressive Models
TMLR Paper3989 Authors
- 16 Jan 2025 (modified: 28 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Gaussian Pre-Activations in Neural Networks: Myth or Reality?
Pierre Wolinski, Julyan Arbel
- Published: 28 Apr 2025, Last Modified: 28 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Return-Aligned Decision Transformer
Tsunehiko Tanaka, Kenshi Abe, Kaito Ariu, Tetsuro Morimura, Edgar Simo-Serra
- Published: 08 Jun 2025, Last Modified: 08 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications
Antoine Godichon-Baggioni, Pierre Tarrago
- Published: 10 Jun 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains
TMLR Paper3985 Authors
- 15 Jan 2025 (modified: 18 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Block-Operations: Using Modular Routing to Improve Compositional Generalization
TMLR Paper3984 Authors
- 15 Jan 2025 (modified: 19 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning
TMLR Paper3983 Authors
- 15 Jan 2025 (modified: 19 May 2025)
- Rejected by TMLR
- Readers: Everyone
DITTO: Offline Imitation Learning with World Models
TMLR Paper3982 Authors
- 15 Jan 2025 (modified: 21 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
Arpan Mukherjee, Shashanka Ubaru, Keerthiram Murugesan, Karthikeyan Shanmugam, Ali Tajer
- Published: 07 Jul 2025, Last Modified: 07 Jul 2025
- Accepted by TMLR
- Readers: Everyone
A functional framework for nonsmooth autodiff with {\it maxpooling} functions
Bruno Després
- Published: 29 Apr 2025, Last Modified: 29 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Model Debiasing by Learnable Data Augmentation
TMLR Paper3979 Authors
- 15 Jan 2025 (modified: 16 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation
Robin Ghyselinck, Valentin Delchevalerie, Bruno Dumas, Benoit Frenay
- Published: 07 May 2025, Last Modified: 07 May 2025
- Accepted by TMLR
- Readers: Everyone
Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition
TMLR Paper3977 Authors
- 15 Jan 2025 (modified: 18 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
Efficient Open Set Single Image Test Time Adaptation of Vision Language Models
Manogna Sreenivas, Soma Biswas
- Published: 09 May 2025, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Rethinking the Value of Training-Free Structured Pruning of LLMs
Nahush Lele, Arnav Chavan, Aryamaan Thakur, Deepak Gupta
- Published: 13 May 2025, Last Modified: 13 May 2025
- Accepted by TMLR
- Readers: Everyone
Generalizable Representation Learning for fMRI-based Neurological Disorder Identification
Wenhui Cui, Haleh Akrami, Anand Joshi, Richard Leahy
- Published: 28 May 2025, Last Modified: 28 May 2025
- Accepted by TMLR
- Readers: Everyone
Large Action Models: From Inception to Implementation
Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, He Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
- Published: 20 Jul 2025, Last Modified: 20 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Phase-driven Generalizable Representation Learning for Nonstationary Time Series Classification
TMLR Paper3968 Authors
- 15 Jan 2025 (modified: 10 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Analysis of generalization capacities of Neural Ordinary Differential Equations
TMLR Paper3966 Authors
- 14 Jan 2025 (modified: 21 May 2025)
- Rejected by TMLR
- Readers: Everyone
Probabilistic neural operators for functional uncertainty quantification
Christopher Bülte, Philipp Scholl, Gitta Kutyniok
- Published: 27 Mar 2025, Last Modified: 27 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Good Trees: Pruning Random Forests Without Compromise
TMLR Paper3962 Authors
- 14 Jan 2025 (modified: 27 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Random Policy Enables In-Context Reinforcement Learning within Trust Horizons
Weiqin Chen, Santiago Paternain
- Published: 30 Apr 2025, Last Modified: 30 Apr 2025
- Accepted by TMLR
- Readers: Everyone