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2104.02244
Cited By
Content-Aware GAN Compression
Computer Vision and Pattern Recognition (CVPR), 2021
6 April 2021
Yuchen Liu
Zhixin Shu
Yijun Li
Zhe Lin
Federico Perazzi
S. Kung
GAN
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Papers citing
"Content-Aware GAN Compression"
32 / 32 papers shown
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
481
1
0
16 Mar 2025
Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive Deployment
International Conference on Artificial Neural Networks (ICANN), 2025
Xubin Wang
Weijia Jia
Weijia Jia
619
21
0
04 Jan 2025
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement
AAAI Conference on Artificial Intelligence (AAAI), 2024
H. Kim
Jaejun Yoo
616
2
0
23 Dec 2024
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation
European Conference on Computer Vision (ECCV), 2024
Sangyeop Yeo
Yoojin Jang
Jaejun Yoo
359
3
0
19 May 2024
ONNXPruner: ONNX-Based General Model Pruning Adapter
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Dongdong Ren
Wenbin Li
Tianyu Ding
Lei Wang
Qi Fan
Jing Huo
Hongbing Pan
Yang Gao
385
5
0
10 Apr 2024
Diversity-aware Channel Pruning for StyleGAN Compression
Jiwoo Chung
Sangeek Hyun
Sang-Heon Shim
Jae-Pil Heo
363
8
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
289
5
0
13 Mar 2024
Can Distillation Mitigate Backdoor Attacks in Pre-trained Encoders?
Tingxu Han
Shenghan Huang
Ziqi Ding
Weisong Sun
Yebo Feng
Chunrong Fang
Jun Li
Hanwei Qian
Zhenyu Chen
Yang Liu
272
10
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
183
2
0
17 Oct 2023
LAPP: Layer Adaptive Progressive Pruning for Compressing CNNs from Scratch
P. Zhai
K. Guo
Fan Liu
Xiaofen Xing
Xiangmin Xu
325
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
329
0
0
02 Apr 2023
Information-Theoretic GAN Compression with Variational Energy-based Model
Neural Information Processing Systems (NeurIPS), 2023
Minsoo Kang
Hyewon Yoo
Eunhee Kang
Sehwan Ki
Hyong-Euk Lee
Bohyung Han
GAN
307
4
0
28 Mar 2023
Head3D: Complete 3D Head Generation via Tri-plane Feature Distillation
Y. Cheng
Manwen Liao
Wenhan Zhu
Ye Pan
Bowen Pan
Yunbo Wang
3DH
235
12
0
28 Mar 2023
Persistent Nature: A Generative Model of Unbounded 3D Worlds
Computer Vision and Pattern Recognition (CVPR), 2023
Lucy Chai
Richard Tucker
Zhengqi Li
Phillip Isola
Noah Snavely
VGen
326
48
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
205
2
0
10 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yang He
Lingao Xiao
3DPC
475
325
0
01 Mar 2023
Can We Find Strong Lottery Tickets in Generative Models?
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sangyeop Yeo
Yoojin Jang
Jy-yong Sohn
Dongyoon Han
Jaejun Yoo
174
8
0
16 Dec 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zhekai Zhang
Ji Lin
Chenlin Meng
Stefano Ermon
Song Han
Jun-Yan Zhu
DiffM
632
63
0
03 Nov 2022
Mind the Gap in Distilling StyleGANs
European Conference on Computer Vision (ECCV), 2022
Guodong Xu
Yuenan Hou
Ziwei Liu
Chen Change Loy
GAN
239
15
0
18 Aug 2022
InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images
European Conference on Computer Vision (ECCV), 2022
Zhengqi Li
Qianqian Wang
Noah Snavely
Angjoo Kanazawa
VGen
313
87
0
22 Jul 2022
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis
European Conference on Computer Vision (ECCV), 2022
Long Zhuo
Guangcong Wang
Shikai Li
Wayne Wu
Ziwei Liu
VGen
248
26
0
11 Jul 2022
Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs
Bo-Kyeong Kim
Shinkook Choi
Hancheol Park
265
9
0
29 Jun 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation
British Machine Vision Conference (BMVC), 2022
Linfeng Zhang
Xin Chen
Runpei Dong
Kaisheng Ma
VLM
327
13
0
25 May 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation
Computer Vision and Pattern Recognition (CVPR), 2022
Linfeng Zhang
Xin Chen
Xiaobing Tu
Pengfei Wan
N. Xu
Kaisheng Ma
328
86
0
12 Mar 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
International Conference on Learning Representations (ICLR), 2022
Sihyun Yu
Jihoon Tack
Sangwoo Mo
Hyunsu Kim
Junho Kim
Jung-Woo Ha
Jinwoo Shin
DiffM
VGen
365
226
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
368
0
0
13 Dec 2021
Evolving Transferable Neural Pruning Functions
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2021
Yuchen Liu
S. Kung
D. Wentzlaff
197
2
0
21 Oct 2021
Class-Discriminative CNN Compression
International Conference on Pattern Recognition (ICPR), 2021
Yuchen Liu
D. Wentzlaff
S. Kung
173
1
0
21 Oct 2021
A Survey on GAN Acceleration Using Memory Compression Technique
Journal of engineering and applied sciences (JEAS), 2021
Dina Tantawy
Mohamed Zahran
A. Wassal
220
10
0
14 Aug 2021
Distilling a Powerful Student Model via Online Knowledge Distillation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Shaojie Li
Mingbao Lin
Yan Wang
Yongjian Wu
Yonghong Tian
Ling Shao
Rongrong Ji
FedML
370
67
0
26 Mar 2021
GAN Compression: Efficient Architectures for Interactive Conditional GANs
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhekai Zhang
Ji Lin
Yaoyao Ding
Zhijian Liu
Jun-Yan Zhu
Song Han
GAN
311
3
0
19 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation
European Conference on Computer Vision (ECCV), 2020
Yuri Viazovetskyi
V. Ivashkin
Evgenii Kashin
605
153
0
07 Mar 2020
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