Видео ютуба по тегу Neural Network Quantization

DEEPX Describes State-of-the-art Model Quantization and Optimization for Efficient Edge AI (Preview)
DEEPX Describes State-of-the-art Model Quantization and Optimization for Efficient Edge AI (Preview)
Семинар 7.3 Fundamental AI: Тамаз Гадаев - Квантизация нейронных сетей (NN quantization)
Семинар 7.3 Fundamental AI: Тамаз Гадаев - Квантизация нейронных сетей (NN quantization)
Incremental Network Quantization
Incremental Network Quantization
HAWQ-V3: Dyadic Neural Network Quantization
HAWQ-V3: Dyadic Neural Network Quantization
Secure Evaluation of Quantized Neural Networks
Secure Evaluation of Quantized Neural Networks
Mark Grobman Quantization of Neural Networks– High Accuracy at Low Precision
Mark Grobman Quantization of Neural Networks– High Accuracy at Low Precision
Extremely Low bit Convolution Optimization for Quantized Neural Network on Modern Computer Architect
Extremely Low bit Convolution Optimization for Quantized Neural Network on Modern Computer Architect
Adaptive Loss-Aware Quantization for Multi-Bit Networks
Adaptive Loss-Aware Quantization for Multi-Bit Networks
Supporting INT8 quantized networks with Unity Sentis​
Supporting INT8 quantized networks with Unity Sentis​
PR-184: And the Bit Goes Down: Revisiting the Quantization of Neural Networks
PR-184: And the Bit Goes Down: Revisiting the Quantization of Neural Networks
Quantized Neural Networks for Radar Interference Mitigation
Quantized Neural Networks for Radar Interference Mitigation
DATE '25 - Column-wise Quantization of Weights and Partial Sums... (presented by: Jiyoon Kim)
DATE '25 - Column-wise Quantization of Weights and Partial Sums... (presented by: Jiyoon Kim)
[NNQ&CND Study] SqueezeNext: Hardware-Aware Neural Network Design
[NNQ&CND Study] SqueezeNext: Hardware-Aware Neural Network Design
[2024 Fall] AI Makerspace: PEFT and Quantization of transformer models
[2024 Fall] AI Makerspace: PEFT and Quantization of transformer models
Quantized Neural Networks: The Fascinating World of Quantum Restricted Boltzmann Machines
Quantized Neural Networks: The Fascinating World of Quantum Restricted Boltzmann Machines
How Is Quantization Used In Machine Learning? - The Friendly Statistician
How Is Quantization Used In Machine Learning? - The Friendly Statistician
FPGA-based accelerator for Quantized Convolutional Neural Network
FPGA-based accelerator for Quantized Convolutional Neural Network
Low-Precision Quantization Techniques for Hardware-Implementation-Friendly BERT Models
Low-Precision Quantization Techniques for Hardware-Implementation-Friendly BERT Models
[NNQ&CND Study] Compact Network Development Overview
[NNQ&CND Study] Compact Network Development Overview
DAC 2020 30.3 - Learning to Quantize Deep Neural Networks: A Competitive-Collaborative Approach
DAC 2020 30.3 - Learning to Quantize Deep Neural Networks: A Competitive-Collaborative Approach
[Group 11] FL25 CMU DLSys Project - int8 Quantization
[Group 11] FL25 CMU DLSys Project - int8 Quantization
[DL-1] Distributed Learning and Quantization
[DL-1] Distributed Learning and Quantization
Example Selection and Post-Training Quantization for Large-Scale Machine Learning
Example Selection and Post-Training Quantization for Large-Scale Machine Learning
[ICCV'21] RMSMP: Deep Neural Network Quantization with Row-wise Mixed Schemes and Multi Precisions
[ICCV'21] RMSMP: Deep Neural Network Quantization with Row-wise Mixed Schemes and Multi Precisions
[EfficientML] Simla Burcu Harma - Effective Interplay between Sparsity and Quantization
[EfficientML] Simla Burcu Harma - Effective Interplay between Sparsity and Quantization