Content-Aware GAN Compression

6 April 2021

Papers citing "Content-Aware GAN Compression"

35 / 35 papers shown

Title
FedGAI: Federated Style Learning with Cloud-Edge Collaboration for Generative AI in Fashion Design Mingzhu Wu Jianan Jiang Xinglin Li Hanhui Deng Di Wu FedML 47 0 0 16 Mar 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 34 0 0 08 Jan 2025
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement H. Kim Jaejun Yoo 41 0 0 23 Dec 2024
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation Sangyeop Yeo Yoojin Jang Jaejun Yoo 21 1 0 19 May 2024
ONNXPruner: ONNX-Based General Model Pruning Adapter Dongdong Ren Wenbin Li Tianyu Ding Lei Wang Qi Fan Jing Huo Hongbing Pan Yang Gao 27 3 0 10 Apr 2024
Diversity-aware Channel Pruning for StyleGAN Compression Jiwoo Chung Sangeek Hyun Sang-Heon Shim Jae-Pil Heo 20 4 0 20 Mar 2024
CoroNetGAN: Controlled Pruning of GANs via Hypernetworks Aman Kumar Khushboo Anand Shubham Mandloi Ashutosh Mishra Avinash Thakur Neeraj Kasera Prathosh A P 22 3 0 13 Mar 2024
On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder Tingxu Han Shenghan Huang Ziqi Ding Weisong Sun Yebo Feng ... Hanwei Qian Cong Wu Quanjun Zhang Yang Liu Zhenyu Chen 19 8 0 06 Mar 2024
A High Fidelity and Low Complexity Neural Audio Coding Wenzhe Liu Wei Xiao Meng Wang Shan Yang Yupeng Shi Yuyong Kang Dan Su Shidong Shang Dong Yu 14 2 0 17 Oct 2023
LAPP: Layer Adaptive Progressive Pruning for Compressing CNNs from Scratch P. Zhai K. Guo F. Liu Xiaofen Xing Xiangmin Xu 26 3 0 25 Sep 2023
A Unified Compression Framework for Efficient Speech-Driven Talking-Face Generation Bo-Kyeong Kim Jaemin Kang Daeun Seo Hancheol Park Shinkook Choi Hyoung-Kyu Song Hyungshin Kim Sungsu Lim 19 0 0 02 Apr 2023
Information-Theoretic GAN Compression with Variational Energy-based Model Minsoo Kang Hyewon Yoo Eunhee Kang Sehwan Ki Hyong-Euk Lee Bohyung Han GAN 14 2 0 28 Mar 2023
Head3D: Complete 3D Head Generation via Tri-plane Feature Distillation Y. Cheng Yichao Yan Wenhan Zhu Ye Pan Bowen Pan Xiaokang Yang 3DH 23 3 0 28 Mar 2023
Persistent Nature: A Generative Model of Unbounded 3D Worlds Lucy Chai Richard Tucker Zhengqi Li Phillip Isola Noah Snavely VGen 24 30 0 23 Mar 2023
DACov: A Deeper Analysis of Data Augmentation on the Computed Tomography Segmentation Problem Bruno A. Krinski Daniel V. Ruiz Rayson Laroca E. Todt 3DPC 20 2 0 10 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey Yang He Lingao Xiao 3DPC 18 115 0 01 Mar 2023
Can We Find Strong Lottery Tickets in Generative Models? Sangyeop Yeo Yoojin Jang Jy-yong Sohn Dongyoon Han Jaejun Yoo 8 6 0 16 Dec 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Muyang Li Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 22 44 0 03 Nov 2022
Mind the Gap in Distilling StyleGANs Guodong Xu Yuenan Hou Ziwei Liu Chen Change Loy GAN 20 13 0 18 Aug 2022
InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images Zhengqi Li Qianqian Wang Noah Snavely Angjoo Kanazawa VGen 22 59 0 22 Jul 2022
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis Long Zhuo Guangcong Wang Shikai Li Wayne Wu Ziwei Liu VGen 53 20 0 11 Jul 2022
Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs Bo-Kyeong Kim Shinkook Choi Hancheol Park 11 4 0 29 Jun 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 43 10 0 25 May 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Xiaobing Tu Pengfei Wan N. Xu Kaisheng Ma 16 60 0 12 Mar 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 18 199 0 21 Feb 2022
DGL-GAN: Discriminator Guided Learning for GAN Compression Yuesong Tian Li Shen Xiang Tian Dacheng Tao Zhifeng Li Wei Liu Yao-wu Chen 13 0 0 13 Dec 2021
Evolving Transferable Neural Pruning Functions Yuchen Liu S. Kung D. Wentzlaff 19 1 0 21 Oct 2021
Class-Discriminative CNN Compression Yuchen Liu D. Wentzlaff S. Kung 17 1 0 21 Oct 2021
A Survey on GAN Acceleration Using Memory Compression Technique Dina Tantawy Mohamed Zahran A. Wassal 26 8 0 14 Aug 2021
Distilling a Powerful Student Model via Online Knowledge Distillation Shaojie Li Mingbao Lin Yan Wang Yongjian Wu Yonghong Tian Ling Shao Rongrong Ji FedML 12 44 0 26 Mar 2021
GAN Compression: Efficient Architectures for Interactive Conditional GANs Muyang Li Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 10 2 0 19 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation Yuri Viazovetskyi V. Ivashkin Evgenii Kashin 153 134 0 07 Mar 2020
Distilling portable Generative Adversarial Networks for Image Translation Hanting Chen Yunhe Wang Han Shu Changyuan Wen Chunjing Xu Boxin Shi Chao Xu Chang Xu 78 83 0 07 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 423 15,438 0 02 Nov 2015