TMLR Submissions

Expressiveness of Parametrized Distributions over DAGs for Causal Discovery
TMLR Paper5012 Authors
- 02 Jun 2025 (modified: 08 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Recursive SNE: Fast Prototype-Based t-SNE for Large-Scale and Online Data
TMLR Paper5011 Authors
- 02 Jun 2025 (modified: 12 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
IBCL: Zero-shot Model Generation under Stability-Plasticity Trade-offs
TMLR Paper5010 Authors
- 01 Jun 2025 (modified: 20 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Circuit Explained: How Does a Transformer Perform Compositional Generalization
TMLR Paper5009 Authors
- 01 Jun 2025 (modified: 06 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
SELU: Self-Learning Embodied Multimodal Large Language Models in Unknown Environments
Boyu Li, Haobin Jiang, Ziluo Ding, Xinrun Xu, Haoran Li, Dongbin Zhao, Zongqing Lu
- Published: 02 Sept 2025, Last Modified: 02 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Source-Free Controlled Adaptation of Teachers for Continual Test-Time Adaptation
TMLR Paper5007 Authors
- 01 Jun 2025 (modified: 09 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Perturbative partial moment matching and gradient-flow adaptive importance sampling transformations for Bayesian leave one out cross-validation
TMLR Paper5006 Authors
- 01 Jun 2025 (modified: 11 Jun 2025)
- Under review for TMLR
- Readers: Everyone
COMMA: A Communicative Multimodal Multi-Agent Benchmark
Timothy Ossowski, Danyal Maqbool, Jixuan Chen, Zefan Cai, Tyler J. Bradshaw, Junjie Hu
- Published: 10 Sept 2025, Last Modified: 10 Sept 2025
- Accepted by TMLR
- Readers: Everyone
The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance
TMLR Paper5004 Authors
- 01 Jun 2025 (modified: 05 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Triple Preference Optimization: Achieving Better Alignment using a Single Step Optimization
TMLR Paper5003 Authors
- 31 May 2025 (modified: 03 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Small features matter: Robust representation for world models
TMLR Paper5002 Authors
- 31 May 2025 (modified: 03 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework
Nina Wiedemann, Sainan Liu, Quentin Leboutet, Katelyn Gao, Benjamin Ummenhofer, Michael Paulitsch, Kai Yuan
- Published: 12 Sept 2025, Last Modified: 12 Sept 2025
- Accepted by TMLR
- Readers: Everyone
ABC: Achieving Better Control of Visual Embeddings using VLLMs
Benjamin Schneider, Florian Kerschbaum, Wenhu Chen
- Published: 20 Aug 2025, Last Modified: 20 Aug 2025
- Accepted by TMLR
- Readers: Everyone
On the Hardness of Computing Counterfactual and Semi-factual Explanations in XAI
TMLR Paper4998 Authors
- 30 May 2025 (modified: 30 May 2025)
- Under review for TMLR
- Readers: Everyone
A Hybrid Active Learning Regression Approach for Accelerating Annotation with Data Generation Constraints
TMLR Paper4997 Authors
- 30 May 2025 (modified: 14 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Robust Multimodal Learning via Cross-Modal Proxy Tokens
TMLR Paper4996 Authors
- 30 May 2025 (modified: 15 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Spatial Uncertainty in Wildfire Forecasting Using Multi-Modal Earth Observation
TMLR Paper4994 Authors
- 29 May 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
TMLR Paper4993 Authors
- 29 May 2025 (modified: 21 Aug 2025)
- Under review for TMLR
- Readers: Everyone
From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training
TMLR Paper4992 Authors
- 29 May 2025 (modified: 01 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Capsule Network Projectors are Equivariant and Invariant Learners
TMLR Paper4991 Authors
- 29 May 2025 (modified: 05 Sept 2025)
- Under review for TMLR
- Readers: Everyone
You Only Scan Once: Efficient Multi-dimension Sequential Modeling with LightNet
TMLR Paper4990 Authors
- 29 May 2025 (modified: 30 May 2025)
- Under review for TMLR
- Readers: Everyone
Uncertainty Quantification in Linear Regression With Mismatched Data
TMLR Paper4989 Authors
- 29 May 2025 (modified: 09 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Neural Networks as Universal Finite-State Machines: A Constructive Feedforward Simulation Framework for NFAs
TMLR Paper4988 Authors
- 29 May 2025 (modified: 18 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Crowdsourcing with Difficulty: A Bayesian Rating Model for Heterogeneous Items
TMLR Paper4987 Authors
- 28 May 2025 (modified: 30 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Leveraging Fully-Observable Solutions for Improved Partially-Observable Offline Reinforcement Learning
Chulabhaya Wijesundara, Andrea Baisero, Gregory David Castanon, Alan S Carlin, Robert Platt, Christopher Amato
- Published: 01 Sept 2025, Last Modified: 01 Sept 2025
- Accepted by TMLR
- Readers: Everyone