TMLR Submissions

Inherently Faithful Attention Maps for Vision Transformers
TMLR Paper5322 Authors
- 07 Jul 2025 (modified: 10 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Can Weight Regularization in the Last Layer Reduce Dimensional Collapse?
TMLR Paper5321 Authors
- 07 Jul 2025 (modified: 15 Jul 2025)
- Under review for TMLR
- Readers: Everyone
TicketLLM: Next-Generation Sparse and Low-bit Transformers with Supermask-based Method
TMLR Paper5320 Authors
- 07 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
EdgeMask-DG*: Learning Domain-Invariant Graph Structures via Adversarial Edge Masking
TMLR Paper5319 Authors
- 07 Jul 2025 (modified: 14 Jul 2025)
- Under review for TMLR
- Readers: Everyone
MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation
TMLR Paper5318 Authors
- 07 Jul 2025 (modified: 18 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Group-robust Machine Unlearning
TMLR Paper5317 Authors
- 07 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
PixelWorld: Towards Perceiving Everything as Pixels
TMLR Paper5316 Authors
- 07 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift
TMLR Paper5315 Authors
- 07 Jul 2025 (modified: 22 Jul 2025)
- Under review for TMLR
- Readers: Everyone
The Science of Evaluating Foundation Models
TMLR Paper5314 Authors
- 06 Jul 2025 (modified: 19 Jul 2025)
- Under review for TMLR
- Readers: Everyone
StructFormer: Document Structure-based Masked Attention and its impact on Language Model Pre-Training
TMLR Paper5313 Authors
- 06 Jul 2025 (modified: 25 Jul 2025)
- Under review for TMLR
- Readers: Everyone
A Hierarchical Nearest Neighbour Approach to Contextual Bandits
TMLR Paper5312 Authors
- 06 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Doubly residual transitions for deep variational state-space models
TMLR Paper5310 Authors
- 06 Jul 2025 (modified: 25 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Meta-Learning Adaptive Loss Functions
TMLR Paper5309 Authors
- 06 Jul 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence Rates
TMLR Paper5308 Authors
- 06 Jul 2025 (modified: 22 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Diversity Augmentation of Dynamic User Preference Data for Boosting Personalized Text Summarizers
TMLR Paper5306 Authors
- 05 Jul 2025 (modified: 19 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Source-Free Domain Adaptation Using Neighborhood Signature–Based Prediction Matching
TMLR Paper5305 Authors
- 05 Jul 2025 (modified: 27 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Length independent generalization bounds for deep SSM architectures via Rademacher contraction and stability constraints
TMLR Paper5304 Authors
- 05 Jul 2025 (modified: 10 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Two-Step Offline Preference-Based Reinforcement Learning on Explicitly Constrained Policies
TMLR Paper5302 Authors
- 05 Jul 2025 (modified: 09 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Learning Representations for Independence Testing
TMLR Paper5301 Authors
- 05 Jul 2025 (modified: 09 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Universal Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement Learning
TMLR Paper5300 Authors
- 04 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Evaluating Disparities in the Quality of Post hoc Explanations when the Explained Blackboxes are subjected to Fairness Contraints
TMLR Paper5299 Authors
- 04 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Information-Guided Diffusion Sampling for Dataset Distillation
TMLR Paper5298 Authors
- 04 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
TMLR Paper5297 Authors
- 04 Jul 2025 (modified: 24 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
On the Benefits of Instance Decomposition in Video Prediction Models
TMLR Paper5296 Authors
- 04 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Tractable Representation Learning with Probabilistic Circuits
TMLR Paper5295 Authors
- 04 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone