TMLR Submissions

A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond
TMLR Paper5828 Authors
- 06 Sept 2025 (modified: 18 Sept 2025)
- Under review for TMLR
- Readers: Everyone
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling
TMLR Paper5827 Authors
- 06 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why - A Survey from MARL to Emergent Language and LLMs
TMLR Paper5820 Authors
- 04 Sept 2025 (modified: 18 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Implicit Reasoning in Large Language Models: A Comprehensive Survey
TMLR Paper5818 Authors
- 04 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Understanding Class Bias Amplification in Graph Representation Learning
TMLR Paper5817 Authors
- 04 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Decoding Generalization from Memorization in Deep Neural Networks
TMLR Paper5816 Authors
- 04 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
TMLR Paper5813 Authors
- 04 Sept 2025 (modified: 19 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Bias Assessment and Data Drift Detection in Medical Image Analysis: A Survey
TMLR Paper5810 Authors
- 04 Sept 2025 (modified: 22 Sept 2025)
- Under review for TMLR
- Readers: Everyone
LGGBench: a Holistic Benchmark for Large Graph Generation
TMLR Paper5809 Authors
- 04 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
MixTraining: A Better Trade-Off Between Compute and Performance
TMLR Paper5808 Authors
- 03 Sept 2025 (modified: 17 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Ensembling Improves Training Data Attribution
TMLR Paper5806 Authors
- 03 Sept 2025 (modified: 22 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners
TMLR Paper5804 Authors
- 03 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Are We Really Learning the Score Function? Reinterpreting Diffusion Models Through Wasserstein Gradient Flow Matching
TMLR Paper5803 Authors
- 03 Sept 2025 (modified: 10 Sept 2025)
- Under review for TMLR
- Readers: Everyone
IPA: An Information-Preserving Input Projection Framework for Efficient Foundation Model Adaptation
TMLR Paper5802 Authors
- 03 Sept 2025 (modified: 11 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge
TMLR Paper5801 Authors
- 03 Sept 2025 (modified: 17 Sept 2025)
- Under review for TMLR
- Readers: Everyone
HyPE-GT: where Graph Transformers meet Hyperbolic Positional Encodings
TMLR Paper5800 Authors
- 03 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models
TMLR Paper5799 Authors
- 03 Sept 2025 (modified: 14 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Hard Work Does Not Always Pay Off: On the Robustness of NAS to Data Poisoning
TMLR Paper5797 Authors
- 03 Sept 2025 (modified: 06 Sept 2025)
- Under review for TMLR
- Readers: Everyone
LiteXrayNet: Quantum-Inspired Deep Learning Framework for Scalable Pneumonia Diagnosis
TMLR Paper5796 Authors
- 02 Sept 2025 (modified: 11 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Robust Reinforcement Learning in a Sample-Efficient Setting
TMLR Paper5795 Authors
- 02 Sept 2025 (modified: 18 Sept 2025)
- Under review for TMLR
- Readers: Everyone
From Decoupled to Coupled: Robustness Verification for Learning-based Keypoint Detection with Joint Specifications
TMLR Paper5793 Authors
- 02 Sept 2025 (modified: 16 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Trajectory-Based Neural Darwinism in CNNs: Variation, Competition, and Selective Retention
TMLR Paper5789 Authors
- 01 Sept 2025 (modified: 13 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Supervised score aggregation for active anomaly detection
TMLR Paper5788 Authors
- 01 Sept 2025 (modified: 04 Sept 2025)
- Under review for TMLR
- Readers: Everyone
FeatInv: Spatially resolved mapping from feature space to input space using conditional diffusion models
TMLR Paper5786 Authors
- 01 Sept 2025 (modified: 08 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Budget-Optimized Crowdworker Allocation
TMLR Paper5785 Authors
- 01 Sept 2025 (modified: 18 Sept 2025)
- Under review for TMLR
- Readers: Everyone