Papers

12094 papers

TMLR2025

Decentralized Projection-free Online Upper-Linearizable Optimization with Applications to DR-Submodular Optimization

Summary pending...

TMLR2025

Continual Pre-training of MoEs: How robust is your router?

Summary pending...

TMLR2025

Sparse, Efficient and Explainable Data Attribution with DualXDA

Summary pending...

TMLR2025

Formal Methods in Robot Policy Learning and Verification: A Survey on Current Techniques and Future Directions

Summary pending...

TMLR2025

LanPaint: Training-Free Diffusion Inpainting with Asymptotically Exact and Fast Conditional Sampling

Summary pending...

TMLR2025

Constrained Reinforcement Learning with Smoothed Log Barrier Function

Summary pending...

TMLR2025

Inverse Scaling in Test-Time Compute

Summary pending...

TMLR2025

AutoAnnotator: A Collaborative Annotation Framework for Large and Small Language Models

Summary pending...

TMLR2025

Cropping outperforms dropout as an augmentation strategy for self-supervised training of text embeddings

Summary pending...

TMLR2025

Domain Translation with Monolingual Lexical Distribution

Summary pending...

TMLR2025

Inherently Robust Control through Maximum-Entropy Learning-Based Rollout

Summary pending...

TMLR2025

Towards Online Multimodal Social Interaction Understanding

Summary pending...

TMLR2025

Exploring exploration with foundation agents in interactive environments

Summary pending...

TMLR2025

Melody or Machine: Detecting Synthetic Music with Dual-Stream Contrastive Learning

Summary pending...

TMLR2025

Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization

Summary pending...

TMLR2025

Harmonic Loss Trains Interpretable AI Models

Summary pending...

TMLR2025

Large Language Model-based Data Science Agent: A Survey

Summary pending...

TMLR2025

Nonlinear reconciliation: Error reduction theorems

Summary pending...

TMLR2025

CatScreen: A Large MultiModal Benchmark Dataset for Cataract Screening

Summary pending...

TMLR2025

Algorithmic Recourse in Abnormal Multivariate Time Series

Summary pending...