Papers
12094 papers
TMLR2025
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering
Summary pending...
TMLR2025
A Comprehensive Survey of Contamination Detection Methods in Large Language Models
Summary pending...
TMLR2025
ASkDAgger: Active Skill-level Data Aggregation for Interactive Imitation Learning
Summary pending...
TMLR2025
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors
Summary pending...
TMLR2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Summary pending...
TMLR2025
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Summary pending...
TMLR2025
Counting Hours, Counting Losses: The Toll of Unpredictable Work Schedules on Financial Security
Summary pending...
TMLR2025
Synthesizing Minority Samples for Long-tailed Classification via Distribution Matching
Summary pending...
TMLR2025
A Unified Approach Towards Active Learning and Out-of-Distribution Detection
Summary pending...
TMLR2025
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Summary pending...
TMLR2025
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models
Summary pending...
TMLR2025
Walking on the Fiber: A Simple Geometric Approximation for Bayesian Neural Networks
Summary pending...
TMLR2025
Collaboration with Dynamic Open Ad Hoc Team via Team State Modelling
Summary pending...
TMLR2025
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data
Summary pending...