The Science of Deep Learning Model Compression
Deep Compression, DSD Training and EIE
The Knowledge Within: Methods for Data-Free Model Compression
Model Compression - Deep Learning
CS480/680 Lecture 6: Model compression for NLP (Ashutosh Adhikari)
Model Compression
tinyML Summit 2021 Keynote: Data-Free Model Compression
Apply Second-Order Pruning Algorithms for SOTA Model Compression
AI's New Reading Trick - Latest DeepSeek-OCR Paper: Contexts Optical Compression for LLMs
[Part 1] A Crash Course on Model Compression for Data Scientists
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
Quantization vs Pruning vs Distillation: Optimizing NNs for Inference
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Lear...
Discrete Model Compression With Resource Constraint for Deep Neural Networks
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained...
DeepCompression in a Nutshell
Model Compression for On-Device AI • Talk at University of South Carolina @UofSC • Oct 17, 2025
Dynamic Neural Network Compression for Scalable AI Deployment
Is Model Compression Always Harmful to the Performance of Neural Networks?