Papers
12094 papers
TMLR2025
IPA: An Information-Reconstructive Input Projection Framework for Efficient Foundation Model Adaptation
Summary pending...
TMLR2025
Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge
Summary pending...
TMLR2025
Hard Work Does Not Always Pay Off: On the Robustness of NAS to Data Poisoning
Summary pending...
TMLR2025
ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs
Summary pending...
TMLR2025
Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
Summary pending...
TMLR2025
Understanding Class Bias Amplification in Graph Representation Learning
Summary pending...
TMLR2025
Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization
Summary pending...
TMLR2025
The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why - A Survey from MARL to Emergent Language and LLMs
Summary pending...
TMLR2025
Are foundation models for computer vision good conformal predictors?
Summary pending...
TMLR2025
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling
Summary pending...
TMLR2025
A Survey on Deep Learning Approaches for Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, Diversity, and Beyond
Summary pending...
TMLR2025
Improving Foundation Model Group Robustness with Auxiliary Sentence Embeddings
Summary pending...
TMLR2025
Towards Fast Safe Online Reinforcement Learning via Policy Finetuning
Summary pending...
TMLR2025
Automated Attention Pattern Discovery at Scale in Large Language Models
Summary pending...
TMLR2025
MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference
Summary pending...
TMLR2025
Adversarial Vulnerability from On-Manifold Inseparability and Poor Off-Manifold Convergence
Summary pending...