Papers
12094 papers
TMLR2025
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs
Summary pending...
TMLR2025
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
Summary pending...
TMLR2025
Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation
Summary pending...
TMLR2025
Approximation, Estimation and Optimization Errors for a Deep Neural Network
Summary pending...
TMLR2025
Sparsity regularization via tree-structured environments for disentangled representations
Summary pending...
TMLR2025
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs
Summary pending...
TMLR2025
AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability in Algorithmic Environments
Summary pending...
TMLR2025
Optimization Guarantees for Square-Root Natural-Gradient Variational Inference
Summary pending...
TMLR2025
A Lean Dataset for International Math Olympiad: Small Steps towards Writing Math Proofs for Hard Problems
Summary pending...
TMLR2025
A Learning-Based Framework for Fair and Scalable Solution Generation in Kidney Exchange Problems
Summary pending...
TMLR2025
Partially Frozen Random Networks Contain Compact Strong Lottery Tickets
Summary pending...
TMLR2025
Rethinking Spectral Augmentation for Contrast-based Graph Self-Supervised Learning
Summary pending...
TMLR2025
Referential communication in heterogeneous communities of pre-trained visual deep networks
Summary pending...