Papers
12094 papers
TMLR2025
RefinedFields: Radiance Fields Refinement for Planar Scene Representations
Summary pending...
TMLR2025
Dynamic Schwartz-Fourier Neural Operator for Enhanced Expressive Power
Summary pending...
TMLR2025
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach
Summary pending...
TMLR2025
A Theoretical Study of Neural Network Expressive Power via Manifold Topology
Summary pending...
TMLR2025
Quantile Activation: Correcting a failure mode of traditional ML models
Summary pending...
TMLR2025
Information Theoretic Guarantees For Policy Alignment In Large Language Models
Summary pending...
TMLR2025
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning
Summary pending...
TMLR2025
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
Summary pending...
TMLR2025
Synthetic Data is Sufficient for Zero-Shot Visual Generalization from Offline Data
Summary pending...
TMLR2025
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach
Summary pending...
TMLR2025
Unified Preference Optimization: Language Model Alignment Beyond the Preference Frontier
Summary pending...
TMLR2025
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics
Summary pending...
TMLR2025
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale
Summary pending...