TMLR Submissions

\emph{Let's Roll a BiFTA}: Bi-refinement for Fine-grained Text-visual Alignment in Vision-Language Models
TMLR Paper4518 Authors
- 19 Mar 2025 (modified: 22 May 2025)
- Rejected by TMLR
- Readers: Everyone
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation
TMLR Paper4517 Authors
- 19 Mar 2025 (modified: 26 Jun 2025)
- Under review for TMLR
- Readers: Everyone
MagicPose4D: Crafting Articulated Models with Appearance and Motion Control
Hao Zhang, Di Chang, Fang Li, Mohammad Soleymani, Narendra Ahuja
- Published: 16 Jun 2025, Last Modified: 16 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Approaching Deep Learning through the Spectral Dynamics of Weights
TMLR Paper4515 Authors
- 18 Mar 2025 (modified: 27 May 2025)
- Under review for TMLR
- Readers: Everyone
Scaling and Distilling Transformer Models for sEMG
TMLR Paper4514 Authors
- 18 Mar 2025 (modified: 21 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution
Yixiang Yao, Weizhao Jin, Srivatsan Ravi
- Published: 02 Jun 2025, Last Modified: 02 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Differentiated Aggregation to Improve Generalization in Federated Learning
TMLR Paper4512 Authors
- 18 Mar 2025 (modified: 10 Apr 2025)
- Under review for TMLR
- Readers: Everyone
Compressed Decentralized Momentum Stochastic Gradient Methods for Nonconvex Optimization
TMLR Paper4511 Authors
- 18 Mar 2025 (modified: 20 Mar 2025)
- Under review for TMLR
- Readers: Everyone
On Efficient Bayesian Exploration in Model-Based Reinforcement Learning
TMLR Paper4509 Authors
- 18 Mar 2025 (modified: 05 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
A Survey on Verifiable Cross-Silo Federated Learning
Aleksei Korneev, Jan Ramon
- Published: 17 Jun 2025, Last Modified: 17 Jun 2025
- Accepted by TMLR
- Readers: Everyone
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation
TMLR Paper4507 Authors
- 18 Mar 2025 (modified: 19 May 2025)
- Rejected by TMLR
- Readers: Everyone
Open Problems in Mechanistic Interpretability
TMLR Paper4504 Authors
- 17 Mar 2025 (modified: 21 May 2025)
- Under review for TMLR
- Readers: Everyone
On Diffusion Posterior Sampling via Sequential Monte Carlo for Zero-Shot Scaffolding of Protein Motifs
TMLR Paper4502 Authors
- 17 Mar 2025 (modified: 22 Mar 2025)
- Under review for TMLR
- Readers: Everyone
A Survey of State Representation Learning for Deep Reinforcement Learning
Ayoub Echchahed, Pablo Samuel Castro
- Published: 23 Jun 2025, Last Modified: 23 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Do Concept Bottleneck Models Respect Localities?
TMLR Paper4500 Authors
- 17 Mar 2025 (modified: 25 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Activate and Adapt: A Two-Stage Framework for Open-Set Model Adaptation
TMLR Paper4498 Authors
- 17 Mar 2025 (modified: 25 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Unbiased Loss Functions for Multilabel Classification with Missing Labels
TMLR Paper4497 Authors
- 16 Mar 2025 (modified: 06 Jun 2025)
- Under review for TMLR
- Readers: Everyone
FB-MOAC: A Reinforcement Learning Algorithm for Forward-Backward Markov Decision Processes
TMLR Paper4496 Authors
- 16 Mar 2025 (modified: 05 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Survey of Video Diffusion Models: Foundations, Implementations, and Applications
TMLR Paper4495 Authors
- 16 Mar 2025 (modified: 10 Apr 2025)
- Under review for TMLR
- Readers: Everyone
Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture
TMLR Paper4494 Authors
- 16 Mar 2025 (modified: 19 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images
TMLR Paper4493 Authors
- 16 Mar 2025 (modified: 21 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Joint Diffusion for Universal Hand-Object Grasp Generation
TMLR Paper4491 Authors
- 16 Mar 2025 (modified: 05 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Explaining Confident Black-Box Predictions
TMLR Paper4486 Authors
- 14 Mar 2025 (modified: 09 Jun 2025)
- Under review for TMLR
- Readers: Everyone
On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments
TMLR Paper4485 Authors
- 14 Mar 2025 (modified: 27 May 2025)
- Under review for TMLR
- Readers: Everyone
ModernTCN Revisited: A Critical Look at the Experimental Setup in General Time Series Analysis
Önder Akacik, Mark Hoogendoorn
- Published: 19 Jun 2025, Last Modified: 19 Jun 2025
- Accepted by TMLR
- Readers: Everyone