TMLR Submissions

UniZero: Generalized and Efficient Planning with Scalable Latent World Models
Yuan Pu, Yazhe Niu, Zhenjie Yang, Jiyuan Ren, Hongsheng Li, Yu Liu
- Published: 11 May 2025, Last Modified: 11 May 2025
- Accepted by TMLR
- Readers: Everyone
Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale
Yangyang Shu, Yuhang Liu, Xiaofeng Cao, Qi Chen, Bowen Zhang, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
- Published: 21 Jun 2025, Last Modified: 21 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Hypergraph clustering using Ricci curvature: an edge transport perspective
TMLR Paper3996 Authors
- 17 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Closed-Form Diffusion Models
Christopher Scarvelis, Haitz Sáez de Ocáriz Borde, Justin Solomon
- Published: 18 May 2025, Last Modified: 18 May 2025
- Accepted by TMLR
- Readers: Everyone
On the Interplay Between Sparsity and Training in Deep Reinforcement Learning
TMLR Paper3993 Authors
- 16 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
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- Withdrawn by Authors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
TMLR Paper3981 Authors
- 15 Jan 2025 (modified: 14 Jun 2025)
- Decision pending for 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: 19 Jun 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
TMLR Paper3969 Authors
- 15 Jan 2025 (modified: 06 Jun 2025)
- Under review for TMLR
- Readers: Everyone