Papers
12094 papers
TMLR2025
AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via Anchored- Branched Universal Physics Transformers
Summary pending...
TMLR2025
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Summary pending...
TMLR2025
FORTRESS: Fast, Tuning-Free Retrieval Ensemble for Scalable LLM Safety
Summary pending...
TMLR2025
Noise-Aware Adaptation of Pre-trained Foundation Models for Single-photon Image Classification
Summary pending...
TMLR2025
Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems
Summary pending...
TMLR2025
On the Importance of Pretraining Data Alignment for Atomic Property Prediction
Summary pending...
TMLR2025
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation
Summary pending...
TMLR2025
Is There a Better Source Distribution than Gaussian? Exploring Source Distributions for Image Flow Matching
Summary pending...
TMLR2025
The inexact power augmented Lagrangian method for constrained nonconvex optimization
Summary pending...
TMLR2025
Regret Analysis of Posterior Sampling-Based Expected Improvement for Bayesian Optimization
Summary pending...
TMLR2025
Consistency Trajectory Planning: High-Quality and Efficient Trajectory Optimization for Offline Model-Based Reinforcement Learning
Summary pending...
TMLR2025
The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
Summary pending...
TMLR2025
Studying memorization of large language models using answers to Stack Overflow questions
Summary pending...
TMLR2025
A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs
Summary pending...
TMLR2025
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review
Summary pending...
TMLR2025
LCEN: A Nonlinear, Interpretable Feature Selection and Machine Learning Algorithm
Summary pending...