CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution

21 July 2022

Kyoung Mu Lee

Papers citing "CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution"

21 / 21 papers shown

Title
ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network Chih-Chia Hsu Tian-Sheuan Chang SupR 99 2 0 26 Mar 2025
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression Xiaoyi Qu David Aponte Colby R. Banbury Daniel P. Robinson Tianyu Ding K. Koishida Ilya Zharkov Tianyi Chen MQ 57 0 0 23 Feb 2025
Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization W. Liu Xue Xian Zheng Jingyi Yu Xin Lou MQ 24 0 0 25 Oct 2024
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity Clues Mingshen Wang Zhao Zhang Feng Li Ke Xu Kang Miao Meng Wang MQ SupR 33 0 0 22 Sep 2024
AgileIR: Memory-Efficient Group Shifted Windows Attention for Agile Image Restoration Hongyi Cai Mohammad Mahdinur Rahman Mohammad Shahid Akhtar Jie Li Jingyu Wu Zhili Fang 18 1 0 10 Sep 2024
Predicting Probabilities of Error to Combine Quantization and Early Exiting: QuEE Florence Regol Joud Chataoui Bertrand Charpentier Mark J. Coates Pablo Piantanida Stephan Gunnemann 30 0 0 20 Jun 2024
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution Kai Liu Haotong Qin Yong Guo Xin Yuan Linghe Kong Guihai Chen Yulun Zhang MQ 27 3 0 10 Jun 2024
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution Chee Hong Kyoung Mu Lee SupR MQ 24 2 0 04 Apr 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution Simiao Li Yun-feng Zhang Wei Li Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu SupR 40 1 0 03 Apr 2024
RefQSR: Reference-based Quantization for Image Super-Resolution Networks H. Lee Jun-Sang Yoo Seung-Won Jung SupR 13 2 0 02 Apr 2024
Fully Quantized Always-on Face Detector Considering Mobile Image Sensors Haechang Lee Wongi Jeong Dongil Ryu Hyunwoo Je Albert No Kijeong Kim Se Young Chun CVBM 16 0 0 02 Nov 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution Ao Li Le Zhang Yun-Hai Liu Ce Zhu 25 11 0 09 Aug 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks Chee Hong Kyoung Mu Lee SupR MQ 8 1 0 25 Jul 2023
Temporal Dynamic Quantization for Diffusion Models Junhyuk So Jungwon Lee Daehyun Ahn Hyungjun Kim Eunhyeok Park DiffM MQ 15 57 0 04 Jun 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 44 5 0 19 May 2023
CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input Senmao Tian Ming Lu Jiaming Liu Yandong Guo Yurong Chen Shunli Zhang SupR MQ 13 11 0 13 Apr 2023
Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair Training Haram Choi Cheolwoong Na Jinseop S. Kim Jihoon Yang ViT 24 3 0 04 Apr 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 19 2 0 15 Dec 2022
E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow Zhiqiang Lang Chongxing Song Lei Zhang Wei Wei SupR MQ 27 4 0 14 Jul 2022
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation Sanghyun Son Kyoung Mu Lee 40 35 0 21 Apr 2021
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 63 862 0 26 Sep 2019