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Latent Space Imaging
v1v2 (latest)

Latent Space Imaging

9 July 2024
Matheus Souza
Yidan Zheng
Kaizhang Kang
Yogeshwar Nath Mishra
Qiang Fu
Wolfgang Heidrich
ArXiv (abs)PDFHTMLGithub (12★)

Papers citing "Latent Space Imaging"

50 / 51 papers shown
Minimalist Vision with Freeform Pixels
Minimalist Vision with Freeform PixelsEuropean Conference on Computer Vision (ECCV), 2024
Jeremy Klotz
Shree K. Nayar
351
7
0
03 Jan 2025
Hierarchical Separable Video Transformer for Snapshot Compressive
  Imaging
Hierarchical Separable Video Transformer for Snapshot Compressive Imaging
Ping Wang
Yulun Zhang
Lishun Wang
Xin Yuan
ViT
509
6
0
16 Jul 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance
Deformable One-shot Face Stylization via DINO Semantic Guidance
Yang Zhou
Zichong Chen
Hui Huang
CVBM
460
16
0
01 Mar 2024
Finite Scalar Quantization: VQ-VAE Made Simple
Finite Scalar Quantization: VQ-VAE Made SimpleInternational Conference on Learning Representations (ICLR), 2023
Fabian Mentzer
David C. Minnen
E. Agustsson
Michael Tschannen
409
423
0
27 Sep 2023
Spatially Varying Nanophotonic Neural Networks
Spatially Varying Nanophotonic Neural NetworksScience Advances (Sci Adv), 2023
Kaixuan Wei
Xiao Li
Johannes E. Froech
Praneeth Chakravarthula
James E. M. Whitehead
Ethan Tseng
Anirudha Majumdar
Felix Heide
328
29
0
07 Aug 2023
Optimization-Inspired Cross-Attention Transformer for Compressive
  Sensing
Optimization-Inspired Cross-Attention Transformer for Compressive SensingComputer Vision and Pattern Recognition (CVPR), 2023
Jie Song
Chong Mou
Shiqi Wang
Siwei Ma
Jian Zhang
220
80
0
27 Apr 2023
Segment Anything
Segment AnythingIEEE International Conference on Computer Vision (ICCV), 2023
A. Kirillov
Eric Mintun
Nikhila Ravi
Hanzi Mao
Chloe Rolland
...
Spencer Whitehead
Alexander C. Berg
Wan-Yen Lo
Piotr Dollár
Ross B. Girshick
MLLMVLM
1.1K
13,004
0
05 Apr 2023
Symbolic Discovery of Optimization Algorithms
Symbolic Discovery of Optimization AlgorithmsNeural Information Processing Systems (NeurIPS), 2023
Xiangning Chen
Chen Liang
Da Huang
Esteban Real
Kaiyuan Wang
...
Xuanyi Dong
Thang Luong
Cho-Jui Hsieh
Yifeng Lu
Quoc V. Le
1.0K
591
0
13 Feb 2023
Deep Generalized Unfolding Networks for Image Restoration
Deep Generalized Unfolding Networks for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2022
Chong Mou
Qian Wang
Jian Zhang
387
291
0
28 Apr 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet
NAFSSR: Stereo Image Super-Resolution Using NAFNet
Xiaojie Chu
Liangyu Chen
Wenqing Yu
SupR
340
164
0
19 Apr 2022
Generative Adversarial Networks
Generative Adversarial NetworksInternational Conference on Computing Communication and Networking Technologies (ICCCNT), 2021
Gilad Cohen
Raja Giryes
GAN
963
30,482
0
01 Mar 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
StyleGAN-XL: Scaling StyleGAN to Large Diverse DatasetsInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022
Axel Sauer
Katja Schwarz
Andreas Geiger
1.2K
659
0
01 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021
Robin Rombach
A. Blattmann
Dominik Lorenz
Patrick Esser
Bjorn Ommer
DiffM
4.8K
23,580
0
20 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner
General Facial Representation Learning in a Visual-Linguistic MannerComputer Vision and Pattern Recognition (CVPR), 2021
Yinglin Zheng
Hao Yang
Ting Zhang
Jianmin Bao
Dongdong Chen
Yangyu Huang
Lu Yuan
Dong Chen
Ming Zeng
Fang Wen
CVBM
608
251
0
06 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork
HyperInverter: Improving StyleGAN Inversion via Hypernetwork
Tan M. Dinh
Anh Tran
Rang Nguyen
Binh-Son Hua
424
128
0
01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
Yuval Alaluf
Omer Tov
Ron Mokady
Rinon Gal
Amit H. Bermano
464
330
0
30 Nov 2021
Alias-Free Generative Adversarial Networks
Alias-Free Generative Adversarial Networks
Tero Karras
M. Aittala
S. Laine
Erik Härkönen
Janne Hellsten
J. Lehtinen
Timo Aila
GAN
1.2K
1,966
0
23 Jun 2021
Pay Attention to MLPs
Pay Attention to MLPsNeural Information Processing Systems (NeurIPS), 2021
Hanxiao Liu
Zihang Dai
David R. So
Quoc V. Le
AI4CE
753
837
0
17 May 2021
Linear Semantics in Generative Adversarial Networks
Linear Semantics in Generative Adversarial NetworksComputer Vision and Pattern Recognition (CVPR), 2021
Jianjin Xu
Changxi Zheng
GAN
334
39
0
01 Apr 2021
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in
  Time-of-Flight Imaging
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight ImagingComputer Vision and Pattern Recognition (CVPR), 2021
Ilya Chugunov
Seung-Hwan Baek
Q. Fu
Wolfgang Heidrich
Felix Heide
199
18
0
30 Mar 2021
Prior Image-Constrained Reconstruction using Style-Based Generative
  Models
Prior Image-Constrained Reconstruction using Style-Based Generative ModelsInternational Conference on Machine Learning (ICML), 2021
Varun A. Kelkar
M. Anastasio
279
32
0
24 Feb 2021
SiMaN: Sign-to-Magnitude Network Binarization
SiMaN: Sign-to-Magnitude Network BinarizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Mingbao Lin
Rongrong Ji
Zi-Han Xu
Baochang Zhang
Jiayi Ji
Chia-Wen Lin
Ling Shao
AAMLMQ
414
33
0
16 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation
Designing an Encoder for StyleGAN Image ManipulationACM Transactions on Graphics (TOG), 2021
Omer Tov
Yuval Alaluf
Yotam Nitzan
Or Patashnik
Daniel Cohen-Or
804
886
0
04 Feb 2021
GAN Inversion: A Survey
GAN Inversion: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Weihao Xia
Yulun Zhang
Yujiu Yang
Jing-Hao Xue
Bolei Zhou
Ming-Hsuan Yang
DiffM
1.1K
618
0
14 Jan 2021
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Elad Richardson
Yuval Alaluf
Or Patashnik
Yotam Nitzan
Yaniv Azar
Stav Shapiro
Daniel Cohen-Or
813
1,260
0
03 Aug 2020
Robust Compressed Sensing using Generative Models
Robust Compressed Sensing using Generative Models
A. Jalal
Liu Liu
A. Dimakis
Constantine Caramanis
473
50
0
16 Jun 2020
Editing in Style: Uncovering the Local Semantics of GANs
Editing in Style: Uncovering the Local Semantics of GANsComputer Vision and Pattern Recognition (CVPR), 2020
Edo Collins
R. Bala
B. Price
Sabine Süsstrunk
376
293
0
29 Apr 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face
  Recognition
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2020
Yanhua Huang
Yuhan Wang
Ying Tai
Xiaoming Liu
Pengcheng Shen
Shaoxin Li
Jilin Li
Feiyue Huang
CVBM
410
631
0
01 Apr 2020
In-Domain GAN Inversion for Real Image Editing
In-Domain GAN Inversion for Real Image EditingEuropean Conference on Computer Vision (ECCV), 2020
Jiapeng Zhu
Yujun Shen
Deli Zhao
Bolei Zhou
DiffM
737
689
0
31 Mar 2020
StarGAN v2: Diverse Image Synthesis for Multiple Domains
StarGAN v2: Diverse Image Synthesis for Multiple DomainsComputer Vision and Pattern Recognition (CVPR), 2019
Yunjey Choi
Youngjung Uh
Jaejun Yoo
Jung-Woo Ha
3DH
823
2,045
0
04 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN
Analyzing and Improving the Image Quality of StyleGANComputer Vision and Pattern Recognition (CVPR), 2019
Tero Karras
S. Laine
M. Aittala
Janne Hellsten
J. Lehtinen
Timo Aila
GAN
1.1K
6,866
0
03 Dec 2019
On the Variance of the Adaptive Learning Rate and Beyond
On the Variance of the Adaptive Learning Rate and BeyondInternational Conference on Learning Representations (ICLR), 2019
Liyuan Liu
Haoming Jiang
Pengcheng He
Weizhu Chen
Xiaodong Liu
Jianfeng Gao
Jiawei Han
ODL
869
2,196
0
08 Aug 2019
Interpreting the Latent Space of GANs for Semantic Face Editing
Interpreting the Latent Space of GANs for Semantic Face EditingComputer Vision and Pattern Recognition (CVPR), 2019
Yujun Shen
Jinjin Gu
Xiaoou Tang
Bolei Zhou
CVBMGAN
569
1,241
0
25 Jul 2019
Lookahead Optimizer: k steps forward, 1 step back
Lookahead Optimizer: k steps forward, 1 step backNeural Information Processing Systems (NeurIPS), 2019
Michael Ruogu Zhang
James Lucas
Geoffrey E. Hinton
Jimmy Ba
ODL
708
841
0
19 Jul 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2
Generating Diverse High-Fidelity Images with VQ-VAE-2Neural Information Processing Systems (NeurIPS), 2019
Ali Razavi
Aaron van den Oord
Oriol Vinyals
DRLBDL
883
2,269
0
02 Jun 2019
Deep Optics for Monocular Depth Estimation and 3D Object Detection
Deep Optics for Monocular Depth Estimation and 3D Object Detection
Julie Chang
Gordon Wetzstein
MDE3DPC
243
218
0
18 Apr 2019
Data-Driven Design for Fourier Ptychographic Microscopy
Data-Driven Design for Fourier Ptychographic Microscopy
Michael R. Kellman
E. Bostan
Michael Chen
Laura Waller
208
68
0
08 Apr 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
Rameen Abdal
Yipeng Qin
Peter Wonka
GAN
698
1,191
0
05 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
2.0K
12,668
0
12 Dec 2018
All-Optical Machine Learning Using Diffractive Deep Neural Networks
All-Optical Machine Learning Using Diffractive Deep Neural Networks
Xing Lin
Y. Rivenson
N. Yardimci
Muhammed Veli
Mona Jarrahi
Aydogan Ozcan
494
2,144
0
14 Apr 2018
Learning Depth from Single Images with Deep Neural Network Embedding
  Focal Length
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length
Lei He
Guanghui Wang
Zhanyi Hu
MDE
180
183
0
27 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension
  Reduction
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Leland McInnes
John Healy
James Melville
1.3K
11,888
0
09 Feb 2018
Task-Aware Compressed Sensing with Generative Adversarial Networks
Task-Aware Compressed Sensing with Generative Adversarial Networks
Maya Kabkab
Pouya Samangouei
Rama Chellappa
GAN
219
85
0
05 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
EGVM
4.4K
17,011
0
11 Jan 2018
The Perception-Distortion Tradeoff
The Perception-Distortion Tradeoff
Yochai Blau
T. Michaeli
SupR
729
1,047
0
16 Nov 2017
Neural Discrete Representation Learning
Neural Discrete Representation Learning
Aaron van den Oord
Oriol Vinyals
Koray Kavukcuoglu
BDLSSLOCL
926
7,028
0
02 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and
  Variation
Progressive Growing of GANs for Improved Quality, Stability, and VariationInternational Conference on Learning Representations (ICLR), 2017
Tero Karras
Timo Aila
S. Laine
J. Lehtinen
GAN
1.3K
8,419
0
27 Oct 2017
Compressed Sensing using Generative Models
Compressed Sensing using Generative Models
Ashish Bora
A. Jalal
Eric Price
A. Dimakis
570
902
0
09 Mar 2017
Inverting The Generator Of A Generative Adversarial Network
Inverting The Generator Of A Generative Adversarial Network
Antonia Creswell
Anil Anthony Bharath
GAN
479
367
0
17 Nov 2016
Photo-Realistic Single Image Super-Resolution Using a Generative
  Adversarial Network
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
C. Ledig
Lucas Theis
Ferenc Huszár
Jose Caballero
Andrew Cunningham
...
Andrew P. Aitken
Alykhan Tejani
J. Totz
Zehan Wang
Wenzhe Shi
GAN
1.8K
11,934
0
15 Sep 2016
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