Papers
12094 papers
TMLR2025
End-to-end Training for Text-to-Image Synthesis using Dual-Text Embeddings
Summary pending...
TMLR2025
Differentiable Causal Discovery of Linear Non-Gaussian Acyclic Models Under Unmeasured Confounding
Summary pending...
TMLR2025
Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications
Summary pending...
TMLR2025
When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency
Summary pending...
TMLR2025
CXAD: Contrastive Explanations for Anomaly Detection: Algorithms, Complexity Results and Experiments
Summary pending...
TMLR2025
Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations
Summary pending...
TMLR2025
A functional framework for nonsmooth autodiff with {\it maxpooling} functions
Summary pending...
TMLR2025
UniZero: Generalized and Efficient Planning with Scalable Latent World Models
Summary pending...
TMLR2025
Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale
Summary pending...
TMLR2025
Budgeted-Bandits with Controlled Restarts with Applications in Learning and Computing
Summary pending...
TMLR2025
Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution
Summary pending...