Видео с ютуба Deep Neural Network Pruning

Квантование против обрезки против дистилляции: оптимизация нейронных сетей для вывода

[ICML 2024] LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging

Pruning Deep Learning Models for Success in Production

Pruning a neural Network for faster training times

Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning

LOTTERY | Pruning Neural Networks and the Lottery Ticket Hypothesis | Deep Learning

Introduction to Deep Learning for Edge Devices Session 4: Pruning

Learning both Weights and Connections for Efficient Neural Networks (Research Paper Walkthrough)

328 - Holistic Filter Pruning for Efficient Deep Neural Networks

[NeurIPS 2018] Discrimination-aware Channel Pruning for Deep Neural Networks

Pruning | Lecture 12 (Part 2) | Applied Deep Learning (Supplementary)

Learning Highly Sparse Deep Neural Networks through Pruning and Quantization

EfficientML.ai Lecture 3 - Pruning and Sparsity (Part I) (MIT 6.5940, Fall 2023)

CUP: Cluster Pruning for Compressing Deep Neural Networks

Neural Network Pruning With Residual-Connections and Limited-Data

Comparing Rewinding and Fine-tuning in Neural Network Pruning

AutoPruner: End-to-End Trainable Filter Pruning for Efficient Deep Neural Networks

Compact Neural Representation Using Attentive Network Pruning | AISC

Lecture 03 - Pruning and Sparsity (Part I) | MIT 6.S965

Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks

Neural Network Pruning for Compression & Understanding | Facebook AI Research | Dr. Michela Paganini