Papers
12094 papers
TMLR2025
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation
Summary pending...
TMLR2025
Convergence Properties of Natural Gradient Descent for Minimizing KL Divergence
Summary pending...
TMLR2025
Diversity-Enhanced and Classification-Aware Prompt Learning for Few-Shot Learning via Stable Diffusion
Summary pending...
TMLR2025
Enabling Automatic Differentiation with Mollified Graph Neural Operators
Summary pending...
TMLR2025
Heterogeneous Knowledge for Augmented Modular Reinforcement Learning
Summary pending...
TMLR2025
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks
Summary pending...
TMLR2025
Cardinality Sparsity: Applications in Matrix-Matrix Multiplications and Machine Learning
Summary pending...
TMLR2025
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation
Summary pending...
TMLR2025
Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design
Summary pending...
TMLR2025
TP-Blend: Textual-Prompt Attention Pairing for Precise Object-Style Blending in Diffusion Models
Summary pending...
TMLR2025
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives
Summary pending...
TMLR2025
Balancing Utility and Privacy: Dynamically Private SGD with Random Projection
Summary pending...