PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement

18 May 2025

Papers citing "PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement"

50 / 54 papers shown

Title
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration Yujie Chen Haotong Qin Zhang Zhang Michelo Magno Luca Benini Yawei Li MQ 60 2 0 27 Mar 2025
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling Long Peng Anran Wu Wenbo Li Peizhe Xia Xueyuan Dai ... Haoze Sun Renjing Pei Yang Wang Yang Cao Zheng-jun Zha 74 3 0 09 Mar 2025
CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution Kai Liu Dehui Wang Zhiteng Li Zheng Chen Yong Guo Wenbo Li Lingyu Kong Yulun Zhang MQ 75 1 0 24 Feb 2025
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration Long Peng Xin Di ZhanFeng Feng Wenbo Li Renjing Pei Yang Wang Xueyang Fu Yang Cao Zheng-jun Zha Mamba 44 2 0 27 Jan 2025
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution Long Peng Wenbo Li Jiaming Guo Xin Di Haoze Sun Y. Li Renjing Pei Yijiao Wang Yang Cao Zheng-jun Zha 59 4 0 16 Nov 2024
QMambaBSR: Burst Image Super-Resolution with Query State Space Model Xin Di Long Peng Peizhe Xia Wenbo Li Renjing Pei Yang Cao Yang Wang Zheng-Jun Zha 87 7 0 16 Aug 2024
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer Zhuguanyu Wu Jiaxin Chen Hanwen Zhong Di Huang Yun Wang MQ 82 10 0 17 Jul 2024
VFIMamba: Video Frame Interpolation with State Space Models Guozhen Zhang Chunxu Liu Yutao Cui Xiaotong Zhao Kai Ma Limin Wang 56 10 0 02 Jul 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 50 17 0 11 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 50 7 0 10 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 57 9 0 09 Jun 2024
Sparse Global Matching for Video Frame Interpolation with Large Motion Chunxu Liu Guozhen Zhang Rui Zhao Limin Wang 57 14 0 10 Apr 2024
Instance-Aware Group Quantization for Vision Transformers Jaehyeon Moon Dohyung Kim Junyong Cheon Bumsub Ham MQ ViT 51 7 0 01 Apr 2024
Dual DETRs for Multi-Label Temporal Action Detection Yuhan Zhu Guozhen Zhang Jing Tan Gangshan Wu Limin Wang 71 12 0 31 Mar 2024
Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention Xingyu Zhou Leheng Zhang Xiaorui Zhao Keze Wang Leida Li Shuhang Gu SupR 43 7 0 12 Jan 2024
Enhancing Video Super-Resolution via Implicit Resampling-based Alignment Kai Xu Ziwei Yu Xin Wang Michael Bi Mi Angela Yao SupR 43 12 0 29 Apr 2023
BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation Jun-ho Park Jintae Kim Chang-Su Kim 48 22 0 05 Apr 2023
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation Guozhen Zhang Yuhan Zhu Hongya Wang Youxin Chen Gangshan Wu Limin Wang 84 90 0 01 Mar 2023
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers Zhikai Li Junrui Xiao Lianwei Yang Qingyi Gu MQ 38 85 0 16 Dec 2022
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers Yijiang Liu Huanrui Yang Zhen Dong Kurt Keutzer Li Du Shanghang Zhang MQ 38 49 0 29 Nov 2022
Rethinking Alignment in Video Super-Resolution Transformers Shu Shi Jinjin Gu Liangbin Xie Xintao Wang Yujiu Yang Chao Dong 42 69 0 18 Jul 2022
Neighbor Correspondence Matching for Flow-based Video Frame Synthesis Zhaoyang Jia Yan Lu Houqiang Li 47 14 0 14 Jul 2022
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Z. Geng Luming Liang Tianyu Ding Ilya Zharkov 47 70 0 27 Mar 2022
STDAN: Deformable Attention Network for Space-Time Video Super-Resolution Hai Wang Xiaoyu Xiang Yapeng Tian Wenming Yang Q. Liao AI4TS 46 15 0 14 Mar 2022
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation Zechun Liu Kwang-Ting Cheng Dong Huang Eric P. Xing Zhiqiang Shen MQ 55 104 0 29 Nov 2021
Video Frame Interpolation Transformer Zhihao Shi Xiangyu Xu Xiaohong Liu Jun Chen Ming-Hsuan Yang ViT 39 161 0 27 Nov 2021
PTQ4ViT: Post-training quantization for vision transformers with twin uniform quantization Zhihang Yuan Chenhao Xue Yiqi Chen Qiang Wu Guangyu Sun ViT MQ 39 136 0 24 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 159 2,862 0 23 Aug 2021
Video Super-Resolution Transformer Jie Cao Yawei Li Peng Sun Luc Van Gool ViT 52 168 0 12 Jun 2021
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 176 399 0 27 Apr 2021
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution Gang Xu Jun Xu Zhen Li Liang Wang Xing Sun Ming-Ming Cheng SupR 72 94 0 21 Apr 2021
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Yuhang Li Ruihao Gong Xu Tan Yang Yang Peng Hu Qi Zhang F. Yu Wei Wang Shi Gu MQ 95 426 0 10 Feb 2021
DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks Chee Hong Heewon Kim Sungyong Baik Junghun Oh Kyoung Mu Lee OOD SupR MQ 37 41 0 21 Dec 2020
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Kelvin C. K. Chan Xintao Wang Ke Yu Chao Dong Chen Change Loy SupR 40 446 0 03 Dec 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 53 197 0 12 Nov 2020
PAMS: Quantized Super-Resolution via Parameterized Max Scale Huixia Li Chenqian Yan Shaohui Lin Xiawu Zheng Yuchao Li Baochang Zhang Fan Yang Rongrong Ji MQ 40 84 0 09 Nov 2020
Video Super-Resolution with Recurrent Structure-Detail Network Takashi Isobe Xu Jia Shuhang Gu Songjiang Li Shengjin Wang Qi Tian SupR 24 207 0 02 Aug 2020
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 153 139 0 23 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 48 2,907 0 09 Jun 2020
Space-Time-Aware Multi-Resolution Video Enhancement Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 28 96 0 30 Mar 2020
Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution Xiaoyu Xiang Yapeng Tian Yulun Zhang Y. Fu J. Allebach Chenliang Xu SupR 26 170 0 26 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 224 42,038 0 03 Dec 2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang Kelvin C. K. Chan K. Yu Chao Dong Chen Change Loy SupR 51 1,008 0 07 May 2019
Depth-Aware Video Frame Interpolation Wenbo Bao Wei-Sheng Lai Chao Ma Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang MDE 91 498 0 01 Apr 2019
AI Benchmark: Running Deep Neural Networks on Android Smartphones Andrey D. Ignatov Radu Timofte William Chou Ke Wang Max Wu Tim Hartley Luc Van Gool ELM 56 322 0 02 Oct 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 66 408 0 29 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 259 11,610 0 11 Jan 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 122 3,090 0 15 Dec 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 131 5,871 0 10 Jul 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 60 497 0 10 Apr 2017