Papers
12094 papers
TMLR2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Summary pending...
TMLR2025
A Comprehensive Survey of Contamination Detection Methods in Large Language Models
Summary pending...
TMLR2025
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Summary pending...
TMLR2025
Stochastic Block Model-Aware Topological Neural Networks for Graph Link Prediction
Summary pending...
TMLR2025
Regularized Gradient Clipping Provably Trains Wide and Deep Neural Networks
Summary pending...
TMLR2025
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering
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
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers
Summary pending...
TMLR2025
Walking on the Fiber: A Simple Geometric Approximation for Bayesian Neural Networks
Summary pending...
TMLR2025
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Summary pending...
TMLR2025
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
Summary pending...
TMLR2025
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models
Summary pending...
TMLR2025
Clustering-Based Validation Splits for Model Selection under Domain Shift
Summary pending...