图像生成 - arXivDaily 专题

2107.04481 2021-07-12 cs.CV 57%

Semantic and Geometric Unfolding of StyleGAN Latent Space

Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier

专题命中可控生成：image editing(abstract)；分类 cs.CV

Comments 16 pages

2103.04379 2021-07-06 cs.CV cs.LG 57%

Repurposing GANs for One-shot Semantic Part Segmentation

Nontawat Tritrong, Pitchaporn Rewatbowornwong, Supasorn Suwajanakorn

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments CVPR 2021 (Oral)

2009.08845 2021-06-23 cs.CV cs.LG eess.IV 57%

IDA: Improved Data Augmentation Applied to Salient Object Detection

Daniel V. Ruiz, Bruno A. Krinski, Eduardo Todt

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments Accepted for presentation at SIBGRAPI 2020 - 33rd Conference on Graphics, Patterns and Images

2106.05499 2021-06-11 cs.CV 57%

AFAN: Augmented Feature Alignment Network for Cross-Domain Object Detection

Hongsong Wang, Shengcai Liao, Ling Shao

专题命中可控生成：image generation(abstract)；分类 cs.CV

2002.11169 2021-06-08 cs.CV 57%

Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection

William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments MIT Neural Computation 2021, Vol 33(3), pp. 802--826

2106.01629 2021-06-04 cs.CV 57%

Semantic Palette: Guiding Scene Generation with Class Proportions

Guillaume Le Moing, Tuan-Hung Vu, Himalaya Jain, Patrick Pérez, Matthieu Cord

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments Accepted to IEEE CVPR 2021

2105.00930 2021-06-02 cs.CV cs.AI cs.LG 57%

Pose Invariant Person Re-Identification using Robust Pose-transformation GAN

Arnab Karmakar, Deepak Mishra

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Undergraduate thesis at Indian Institute of Space Science and Technology, Under review in IEEE Systems, Man and Cybernetics (SMCA)

2105.02358 2021-06-01 cs.CV 57%

Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks

Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 11 pages, 6 figures. external attention and EAMLP

2105.12053 2021-05-26 cs.CV 57%

Real-time Monocular Depth Estimation with Sparse Supervision on Mobile

Mehmet Kerim Yucel, Valia Dimaridou, Anastasios Drosou, Albert Saà-Garriga

专题命中可控生成：image editing(abstract)；分类 cs.CV

Comments To appear at CVPR 2021 Mobile AI (MAI) Workshop

2105.09936 2021-05-21 cs.CV 57%

BodyPressure -- Inferring Body Pose and Contact Pressure from a Depth Image

Henry M. Clever, Patrick Grady, Greg Turk, Charles C. Kemp

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 19 pages, 11 figures, 4 tables

2105.09685 2021-05-21 cs.CV cs.AI cs.CR cs.LG 57%

Simple Transparent Adversarial Examples

Jaydeep Borkar, Pin-Yu Chen

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 14 pages, 9 figures, Published at ICLR 2021 Workshop on Security and Safety in Machine Learning Systems

2105.05712 2021-05-17 cs.CV cs.NE 57%

Directional GAN: A Novel Conditioning Strategy for Generative Networks

Shradha Agrawal, Shankar Venkitachalam, Dhanya Raghu, Deepak Pai

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Accepted to AICC workshop at CVPR 2021

2008.01677 2021-05-06 cs.CV cs.LG 57%

Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation

Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding

专题命中可控生成：text-to-image(abstract)；分类 cs.CV

Comments Accepted at ACM MM 2020

2011.12100 2021-04-30 cs.CV cs.LG 57%

GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields

Michael Niemeyer, Andreas Geiger

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments Accepted to CVPR 2021 (oral). Project page: http://bit.ly/giraffe-project

2102.00221 2021-04-22 cs.CV 57%

ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation

Jiawei Zhang, Yanchun Zhang, Xiaowei Xu

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments 8 pages, 7 figures, 9 tables, Accepted by IJCNN2021

2104.09762 2021-04-21 cs.CV 57%

Learning Semantic-Aware Dynamics for Video Prediction

Xinzhu Bei, Yanchao Yang, Stefano Soatto

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments Paper accepted at CVPR 2021

2104.05779 2021-04-14 cs.CV 57%

Multi-View Image-to-Image Translation Supervised by 3D Pose

Idit Diamant, Oranit Dror, Hai Victor Habi, Arnon Netzer

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments *equal contribution

2104.00487 2021-04-02 cs.CV cs.AI 57%

Linear Semantics in Generative Adversarial Networks

Jianjin Xu, Changxi Zheng

专题命中可控生成：image editing(abstract)；分类 cs.CV

2103.17269 2021-04-01 cs.CV cs.LG 57%

CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields

Michael Niemeyer, Andreas Geiger

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

2012.04842 2021-03-30 cs.CV cs.AI 57%

Improving the Fairness of Deep Generative Models without Retraining

Shuhan Tan, Yujun Shen, Bolei Zhou

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Project page: https://genforce.github.io/fairgen/

2011.11731 2021-03-30 cs.CV 57%

HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms

Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments CVPR 2021

2103.10571 2021-03-22 cs.CV 57%

Generic Perceptual Loss for Modeling Structured Output Dependencies

Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2021

2103.08475 2021-03-16 cs.CV cs.LG 57%

Deep Consensus Learning

Wei Sun, Tianfu Wu

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments Work in progress

2103.06432 2021-03-12 cs.CV cs.RO 57%

Robust 2D/3D Vehicle Parsing in CVIS

Hui Miao, Feixiang Lu, Zongdai Liu, Liangjun Zhang, Dinesh Manocha, Bin Zhou

专题命中可控生成：inpainting(abstract)；分类 cs.CV

2008.10298 2021-03-12 cs.CV cs.AI cs.LG 57%

CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer

Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

2102.09883 2021-02-22 cs.CV cs.AI 57%

SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving

George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang

专题命中可控生成：inpainting(abstract)；分类 cs.CV

2101.12378 2021-02-05 cs.CV 57%

NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation

Angtian Wang, Adam Kortylewski, Alan Yuille

专题命中可控生成：generative vision(abstract)；分类 cs.CV

Comments Accepted by ICLR 2021. Code is publicly available

2010.09164 2021-01-19 cs.LG cs.AI cs.CV cs.RO 57%

Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders

Masha Itkina, Boris Ivanovic, Ransalu Senanayake, Mykel J. Kochenderfer, Marco Pavone

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 21 pages, 15 figures, 34th Conference on Neural Information Processing Systems (NeurIPS 2020)

2008.04149 2021-01-19 cs.CV 57%

Deep Sketch-guided Cartoon Video Inbetweening

Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments 15 pages, 16 figures

2101.06468 2021-01-19 eess.IV cs.CV 57%

Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation

Khrystyna Faryna, Kevin Koschmieder, Marcella M. Paul, Thomas van den Heuvel, Anke van der Eerden, Rashindra Manniesing, Bram van Ginneken

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments Accepted in Medical Imaging meets NIPS Workshop, NIPS 2020

1. 可控生成 4236 篇

Semantic and Geometric Unfolding of StyleGAN Latent Space

Repurposing GANs for One-shot Semantic Part Segmentation

IDA: Improved Data Augmentation Applied to Salient Object Detection

AFAN: Augmented Feature Alignment Network for Cross-Domain Object Detection

Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection

Semantic Palette: Guiding Scene Generation with Class Proportions

Pose Invariant Person Re-Identification using Robust Pose-transformation GAN

Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks

Real-time Monocular Depth Estimation with Sparse Supervision on Mobile

BodyPressure -- Inferring Body Pose and Contact Pressure from a Depth Image

Simple Transparent Adversarial Examples

Directional GAN: A Novel Conditioning Strategy for Generative Networks

Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation

GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields

ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation

Learning Semantic-Aware Dynamics for Video Prediction

Multi-View Image-to-Image Translation Supervised by 3D Pose

Linear Semantics in Generative Adversarial Networks

CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields

Improving the Fairness of Deep Generative Models without Retraining

HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms

Generic Perceptual Loss for Modeling Structured Output Dependencies

Deep Consensus Learning

Robust 2D/3D Vehicle Parsing in CVIS

CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer

SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving

NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation

Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders

Deep Sketch-guided Cartoon Video Inbetweening

Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation