PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation

25 June 2021

Papers citing "PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation"

12 / 12 papers shown

Title
On the Impact of White-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Bram Adams Ahmed E. Hassan VLM 34 0 0 01 Nov 2024
Infrared Domain Adaptation with Zero-Shot Quantization Burak Sevsay Erdem Akagündüz VLM MQ 24 1 0 25 Aug 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models Dominik Wagner Ilja Baumann K. Riedhammer Tobias Bocklet MQ 30 1 0 16 Jun 2024
Lightweight Geometric Deep Learning for Molecular Modelling in Catalyst Discovery Patrick Geitner GNN 28 0 0 05 Apr 2024
Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization K. Balaskas Andreas Karatzas Christos Sad K. Siozios Iraklis Anagnostopoulos Georgios Zervakis Jörg Henkel MQ 25 10 0 23 Dec 2023
Model-as-a-Service (MaaS): A Survey Wensheng Gan Shicheng Wan Philip S. Yu 21 21 0 10 Nov 2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition Huiqiang Jiang Li Lyna Zhang Yuang Li Yu-Huan Wu Shijie Cao Ting Cao Yuqing Yang Jinyu Li Mao Yang Lili Qiu CVBM 59 9 0 31 May 2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services Dewant Katare Diego Perino J. Nurmi M. Warnier Marijn Janssen Aaron Yi Ding 34 36 0 13 Apr 2023
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-Resolution Hye-Min Moon Jinwoo Jeong Sungjei Kim 49 2 0 29 Nov 2022
Model Compression for DNN-based Speaker Verification Using Weight Quantization Jingyu Li W. Liu Zhaoyang Zhang Jiong Wang Tan Lee MQ 8 3 0 31 Oct 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition Kai Zhen Hieu Duy Nguyen Ravi Chinta Nathan Susanj Athanasios Mouchtaris Tariq Afzal Ariya Rastrow MQ 12 11 0 30 Jun 2022
Performance optimizations on deep noise suppression models Jerry Chee Sebastian Braun Vishak Gopal Ross Cutler 11 0 0 08 Oct 2021