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Structured representations such as keypoints are widely used in pose transfer, conditional image generation, animation, and 3D reconstruction.
Backpropagation applied to handwritten zip code recognition
Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel · 1989
Earlier work this paper cites.
Shape modeling with front propagation: a level set approach
R. Malladi, J. Sethian, and B. Vemuri · 1995
Earlier work this paper cites.
A morphable model for the synthesis of 3d faces
V. Blanz and T. Vetter · 1999
Earlier work this paper cites.
Incorporating second-order functional knowledge for better option pricing
C. Dugas, Y. Bengio, F. Bélisle, C. Nadeau, and R. Garcia · 2000
Earlier work this paper cites.
On spectral clustering: Analysis and an algorithm
A. Y. Ng, M. I. Jordan, and Y. Weiss · 2001
Earlier work this paper cites.
Unsupervised landmark learning from unpaired data
Y. Xu, C. Yang, Z. Liu, B. Dai, and B. Zhou · 2007
Earlier work this paper cites.
Automated flower classification over a large number of classes
M.-E. Nilsback and A. Zisserman · 2008
Earlier work this paper cites.
Global contrast based salient region detection
M.-M. Cheng, G.-X. Zhang, N. J. Mitra, X. Huang, and S.-M. Hu · 2011
Earlier work this paper cites.
The Caltech-UCSD Birds-200-2011 Dataset
C. Wah, S. Branson, P. Welinder, P. Perona, and S. Belongie · 2011
Earlier work this paper cites.
How do humans sketch objects?
M. Eitz, J. Hays, and M. Alexa · 2012
Earlier work this paper cites.
Human3.6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
C. Ionescu, D. Papava, V. Olaru, and C. Sminchisescu · 2013
Earlier work this paper cites.
Salient object detection: A discriminative regional feature integration approach
H. Jiang, J. Wang, Z. Yuan, Y. Wu, N. Zheng, and S. Li · 2013
Earlier work this paper cites.
Rectifier nonlinearities improve neural network acoustic models
A. L. Maas, A. Y. Hannun, and A. Y. Ng · 2013
Earlier work this paper cites.
2d human pose estimation: New benchmark and state of the art analysis
M. Andriluka, L. Pishchulin, P. Gehler, and B. Schiele · 2014
Earlier work this paper cites.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014
Earlier work this paper cites.
Saliency optimization from robust background detection
W. Zhu, S. Liang, Y. Wei, and J. Sun · 2014
Earlier work this paper cites.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
S. Ioffe and C. Szegedy · 2015
Earlier work this paper cites.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2015
Earlier work this paper cites.
Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
Earlier work this paper cites.
SMPL: A skinned multi-person linear model
M. Loper, N. Mahmood, J. Romero, G. Pons-Moll, and M. J. Black · 2015
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
Earlier work this paper cites.
Sketch-based 3d shape retrieval using convolutional neural networks
F. Wang, L. Kang, and Y. Li · 2015
Earlier work this paper cites.
Sketch-a-net that beats humans
Q. Yu, Y. Yang, Y.-Z. Song, T. Xiang, and T. M. Hospedales · 2015
Earlier work this paper cites.
Generating images with perceptual similarity metrics based on deep networks
A. Dosovitskiy and T. Brox · 2016
Earlier work this paper cites.
Image style transfer using convolutional neural networks
L. A. Gatys, A. S. Ecker, and M. Bethge · 2016
Earlier work this paper cites.
Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
Earlier work this paper cites.
Deepfashion: Powering robust clothes recognition and retrieval with rich annotations
Z. Liu, P. Luo, S. Qiu, X. Wang, and X. Tang · 2016
Earlier work this paper cites.
The sketchy database: Learning to retrieve badly drawn bunnies
P. Sangkloy, N. Burnell, C. Ham, and J. Hays · 2016
Earlier work this paper cites.
Sketch me that shoe
Q. Yu, F. Liu, Y.-Z. Song, T. Xiang, T. M. Hospedales, and C. C. Loy · 2016
Earlier work this paper cites.
Realtime multi-person 2d pose estimation using part affinity fields
Z. Cao, T. Simon, S.-E. Wei, and Y. Sheikh · 2017
Earlier work this paper cites.
Sketch-pix2seq: a model to generate sketches of multiple categories
Y. Chen, S. Tu, Y. Yi, and L. Xu · 2017
Earlier work this paper cites.
RMPE: Regional multi-person pose estimation
H.-S. Fang, S. Xie, Y.-W. Tai, and C. Lu · 2017
Earlier work this paper cites.
Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
Earlier work this paper cites.
Large pose 3d face reconstruction from a single image via direct volumetric cnn regression
A. S. Jackson, A. Bulat, V. Argyriou, and G. Tzimiropoulos · 2017
Earlier work this paper cites.
Learning a model of facial shape and expression from 4D scans
T. Li, T. Bolkart, M. J. Black, H. Li, and J. Romero · 2017
Earlier work this paper cites.
Pose guided person image generation
L. Ma, X. Jia, Q. Sun, B. Schiele, T. Tuytelaars, and L. Van Gool · 2017
Earlier work this paper cites.
Monocular 3d human pose estimation in the wild using improved cnn supervision
D. Mehta, H. Rhodin, D. Casas, P. Fua, O. Sotnychenko, W. Xu, and C. Theobalt · 2017
Earlier work this paper cites.
Unsupervised learning of object landmarks by factorized spatial embeddings
J. Thewlis, H. Bilen, and A. Vedaldi · 2017
Earlier work this paper cites.
Bodyfusion: Real-time capture of human motion and surface geometry using a single depth camera
T. Yu, K. Guo, F. Xu, Y. Dong, Z. Su, J. Zhao, J. Li, Q. Dai, and Y. Liu · 2017
Earlier work this paper cites.
Unpaired image-to-image translation using cycle-consistent adversarial networks
J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
Earlier work this paper cites.
PoseTrack: A benchmark for human pose estimation and tracking
M. Andriluka, U. Iqbal, E. Insafutdinov, L. Pishchulin, A. Milan, J. Gall, and S. B · 2018
Cited alongside, same era.
Voxceleb2: Deep speaker recognition
J. S. Chung, A. Nagrani, and A. Zisserman · 2018
Cited alongside, same era.
Deep feature factorization for concept discovery
E. Collins, R. Achanta, and S. Susstrunk · 2018
Cited alongside, same era.
Supervision-by-registration: An unsupervised approach to improve the precision of facial landmark detectors
X. Dong, S.-I. Yu, X. Weng, S.-E. Wei, Y. Yang, and Y. Sheikh · 2018
Cited alongside, same era.
Joint 3d face reconstruction and dense alignment with position map regression network
Y. Feng, F. Wu, X. Shao, Y. Wang, and X. Zhou · 2018
Cited alongside, same era.
A neural representation of sketch drawings
D. Ha and D. Eck · 2018
Foreground-aware image inpainting
W. Xiong, J. Yu, Z. Lin, J. Yang, X. Lu, C. Barnes, and J. Luo · 2019
Later among the works it cites.
Unsupervised moving object detection via contextual information separation
Y. Yang, A. Loquercio, D. Scaramuzza, and S. Soatto · 2019
Later among the works it cites.
APDrawingGAN: Generating artistic portrait drawings from face photos with hierarchical gans
R. Yi, Y.-J. Liu, Y.-K. Lai, and P. L. Rosin · 2019
Later among the works it cites.
Pluralistic image completion
C. Zheng, T.-J. Cham, and J. Cai · 2019
Later among the works it cites.
unsupervised-disentangling
S. Braun · 2020
Later among the works it cites.
A simple framework for contrastive learning of visual representations
T. Chen, S. Kornblith, M. Norouzi, and G. Hinton · 2020
Later among the works it cites.
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Unsupervised learning of object landmarks through conditional image generation
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Disentangled person image generation
L. Ma, Q. Sun, S. Georgoulis, L. Van Gool, B. Schiele, and M. Fritz · 2018
Cited alongside, same era.
Which training methods for gans do actually converge?
L. Mescheder, A. Geiger, and S. Nowozin · 2018
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Representation learning with contrastive predictive coding
A. v. d. Oord, Y. Li, and O. Vinyals · 2018
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Deep factorised inverse-sketching
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Cited alongside, same era.
Personlab: Person pose estimation and instance segmentation with a bottom-up, part-based, geometric embedding model
G. Papandreou, T. Zhu, L.-C. Chen, S. Gidaris, J. Tompson, and K. Murphy · 2018
Cited alongside, same era.
Stargan v2: Diverse image synthesis for multiple domains
Y. Choi, Y. Uh, J. Yoo, and J.-W. Ha · 2020
Later among the works it cites.
Béziersketch: A generative model for scalable vector sketches
A. Das, Y. Yang, T. Hospedales, T. Xiang, and Y.-Z. Song · 2020
Later among the works it cites.
Unsupervised disentanglement of pose, appearance and background from images and videos
A. Dundar, K. J. Shih, A. Garg, R. Pottorf, A. Tao, and B. Catanzaro · 2020
Later among the works it cites.
Momentum contrast for unsupervised visual representation learning
K. He, H. Fan, Y. Wu, S. Xie, and R. Girshick · 2020
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Interpretable and accurate fine-grained recognition via region grouping
Z. Huang and Y. Li · 2020
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Self-supervised learning of interpretable keypoints from unlabelled videos
T. Jakab, A. Gupta, H. Bilen, and A. Vedaldi · 2020
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Learning to incorporate structure knowledge for image inpainting
Y. S. Jie Yang, Zhiquan Qi · 2020
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Synthesizing human-like sketches from natural images using a conditional convolutional decoder
M. Kampelmuhler and A. Pinz · 2020
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Analyzing and improving the image quality of stylegan
T. Karras, S. Laine, M. Aittala, J. Hellsten, J. Lehtinen, and T. Aila · 2020
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Prior guided gan based semantic inpainting
A. Lahiri, A. K. Jain, S. Agrawal, P. Mitra, and P. K. Biswas · 2020
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Guidance and evaluation: Semantic-aware image inpainting for mixed scenes
L. Liao, J. Xiao, Z. Wang, C.-W. Lin, and S. Satoh · 2020
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Star: Sparse trained articulated human body regressor
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Image Inpainting Based on Multi-Frequency Probabilistic Inference Model , page 1–9
J. Wang, C. Wang, Q. Huang, Y. Shi, J.-F. Cai, Q. Zhu, and B. Yin · 2020
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An edge information and mask shrinking based image inpainting approach
H. Xu, X. Su, M. Wang, X. Hao, and G. Gao · 2020
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Generative landmark guided face inpainting
Y. Yang and X. Guo · 2020
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Learning a sketch tensor space for image inpainting of man-made scenes
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Unsupervised part discovery from contrastive reconstruction
S. Choudhury, I. Laina, C. Rupprecht, and A. Vedaldi · 2021
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Creative sketch generation
S. Ge, V. Goswami, L. Zitnick, and D. Parikh · 2021
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Unsupervised part segmentation through disentangling appearance and shape
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Differentiable drawing and sketching
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Information-theoretic segmentation by inpainting error maximization
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Unsupervised human pose estimation through transforming shape templates
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Motion-supervised co-part segmentation
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A-neRF: Articulated neural radiance fields for learning human shape, appearance, and pose
S.-Y. Su, F. Yu, M. Zollhoefer, and H. Rhodin · 2021
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Multigraph transformer for free-hand sketch recognition
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Dystab: Unsupervised object segmentation via dynamic-static bootstrapping
Y. Yang, B. Lai, and S. Soatto · 2021
Later among the works it cites.
Diverse Image Inpainting with Bidirectional and Autoregressive Transformers , page 69–78
Y. Yu, F. Zhan, R. WU, J. Pan, K. Cui, S. Lu, F. Ma, X. Xie, and C. Miao · 2021
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Face inpainting based on gan by facial prediction and fusion as guidance information
X. Zhang, C. Shi, X. Wang, X. Wu, X. Li, J. Lv, and I. Mumtaz · 2021
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Prior based human completion
Z. Zhao, W. Liu, Y. Xu, X. Chen, W. Luo, L. Jin, B. Zhu, T. Liu, B. Zhao, and S. Gao · 2021
Later among the works it cites.
Ganseg: Learning to segment by unsupervised hierarchical image generation
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Self-supervised keypoint discovery in behavioral videos
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