Summary of Owled: Outlier-weighed Layerwise Pruning For Efficient Autonomous Driving Framework, by Jiaxi Li et al.
OWLed: Outlier-weighed Layerwise Pruning for Efficient Autonomous Driving Frameworkby Jiaxi Li, Lu Yin, Xilu WangFirst…
Summary of Federated Learning Client Pruning For Noisy Labels, by Mahdi Morafah et al.
Federated Learning Client Pruning for Noisy Labelsby Mahdi Morafah, Hojin Chang, Chen Chen, Bill LinFirst…
Summary of Unified Bayesian Representation For High-dimensional Multi-modal Biomedical Data For Small-sample Classification, by Albert Belenguer-llorens et al.
Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classificationby Albert Belenguer-Llorens, Carlos Sevilla-Salcedo,…
Summary of Zeroth-order Adaptive Neuron Alignment Based Pruning Without Re-training, by Elia Cunegatti et al.
Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Trainingby Elia Cunegatti, Leonardo Lucio Custode, Giovanni IaccaFirst…
Summary of Fggp: Fixed-rate Gradient-first Gradual Pruning, by Lingkai Zhu et al.
FGGP: Fixed-Rate Gradient-First Gradual Pruningby Lingkai Zhu, Can Deniz Bezek, Orcun GokselFirst submitted to arxiv…
Summary of Pruning Literals For Highly Efficient Explainability at Word Level, by Rohan Kumar Yadav et al.
Pruning Literals for Highly Efficient Explainability at Word Levelby Rohan Kumar Yadav, Bimal Bhattarai, Abhik…
Summary of Towards Resource-efficient Federated Learning in Industrial Iot For Multivariate Time Series Analysis, by Alexandros Gkillas et al.
Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysisby Alexandros Gkillas, Aris…
Summary of Optimal Defenses Against Gradient Reconstruction Attacks, by Yuxiao Chen et al.
Optimal Defenses Against Gradient Reconstruction Attacksby Yuxiao Chen, Gamze Gürsoy, Qi LeiFirst submitted to arxiv…
Summary of Change Is the Only Constant: Dynamic Llm Slicing Based on Layer Redundancy, by Razvan-gabriel Dumitru et al.
Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancyby Razvan-Gabriel Dumitru, Paul-Ioan…
Summary of Navigating Extremes: Dynamic Sparsity in Large Output Spaces, by Nasib Ullah and Erik Schultheis and Mike Lasby and Yani Ioannou and Rohit Babbar
Navigating Extremes: Dynamic Sparsity in Large Output Spacesby Nasib Ullah, Erik Schultheis, Mike Lasby, Yani…