Showing 1–20 of 22 results
/ Date/ Name
Jun 27, 2022Monitoring Shortcut Learning using Mutual InformationOct 10, 2024What is Left After Distillation? How Knowledge Transfer Impacts Fairness and BiasMay 24, 2016Measuring Neural Net Robustness with ConstraintsMay 20, 2016Deep Roots: Improving CNN Efficiency with Hierarchical Filter GroupsMar 3, 2016Decision Forests, Convolutional Networks and the Models in-BetweenFeb 22, 2019Rapid Classification of TESS Planet Candidates with Convolutional Neural NetworksApr 22, 2016Refining Architectures of Deep Convolutional Neural NetworksNov 14, 2024Learning Parameter Sharing with Tensor Decompositions and SparsityNov 20, 2015Training CNNs with Low-Rank Filters for Efficient Image ClassificationApr 10, 2025SD$^2$: Self-Distilled Sparse DraftersJul 19, 2022Bounding generalization error with input compression: An empirical study with infinite-width networksSep 8, 2012Difference of Normals as a Multi-Scale Operator in Unorganized Point CloudsOct 31, 2018Scientific Domain Knowledge Improves Exoplanet Transit Classification with Deep LearningMay 8, 2025Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight SymmetryNov 23, 2021Domain-Agnostic Clustering with Self-DistillationOct 7, 2020Gradient Flow in Sparse Neural Networks and How Lottery Tickets WinNov 5, 2024Navigating Extremes: Dynamic Sparsity in Large Output SpacesJan 6, 2026Reducing Hallucinations in LLMs via Factuality-Aware Preference LearningOct 15, 2025REAP the Experts: Why Pruning Prevails for One-Shot MoE compressionMay 3, 2023Dynamic Sparse Training with Structured Sparsity