Papers
12094 papers
TMLR2025
Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution
Summary pending...
TMLR2025
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation
Summary pending...
TMLR2025
Variance Reduction of Stochastic Hypergradient Estimation by Mixed Fixed-Point Iteration
Summary pending...
TMLR2025
Disentangled Embedding through Style and Mutual Information for Domain Generalization
Summary pending...
TMLR2025
Mixture of Cache-Conditional Experts for Efficient Mobile Device Inference
Summary pending...
TMLR2025
AttentionSmithy: A Modular Framework for Rapid Transformer Development
Summary pending...
TMLR2025
MagicPose4D: Crafting Articulated Models with Appearance and Motion Control
Summary pending...
TMLR2025
Stochastic Block Model-Aware Topological Neural Networks for Graph Link Prediction
Summary pending...
TMLR2025
Synthesizing Minority Samples for Long-tailed Classification via Distribution Matching
Summary pending...
TMLR2025
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models
Summary pending...
TMLR2025
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Summary pending...
TMLR2025
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors
Summary pending...
TMLR2025
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
Summary pending...
TMLR2025
Collaboration with Dynamic Open Ad Hoc Team via Team State Modelling
Summary pending...
TMLR2025
A Unified Approach Towards Active Learning and Out-of-Distribution Detection
Summary pending...