图像生成 - arXivDaily 专题

2011.14785 2021-10-12 cs.CV 57%

S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation

Yan Yang, Md Zakir Hossain, Tom Gedeon, Shafin Rahman

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

2110.02405 2021-10-07 cs.CV cs.SD eess.AS 57%

Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction

Justin Wilson, Nicholas Rewkowski, Ming C. Lin, Henry Fuchs

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

2104.00820 2021-10-07 cs.LG cs.CV 57%

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

Oğuz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er, Pinar Yanardag

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

1904.03608 2021-10-06 cs.CV 57%

Normalized Diversification

Shaohui Liu, Xiao Zhang, Jianqiao Wangni, Jianbo Shi

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

Comments 12 pages, 9 figures, to appear in CVPR 2019

2101.02477 2021-10-05 cs.CV 57%

GAN-Control: Explicitly Controllable GANs

Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni

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

2109.14845 2021-10-01 cs.CV cs.LG 57%

AffectGAN: Affect-Based Generative Art Driven by Semantics

Theodoros Galanos, Antonios Liapis, Georgios N. Yannakakis

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

Comments Published in the "What's Next in Affect Modeling?" workshop at the Affective Computing & Intelligent Interaction (ACII) 2021 conference, 7 pages, 3 figures

2109.13423 2021-09-29 cs.CV 57%

Weakly Supervised Keypoint Discovery

Serim Ryou, Pietro Perona

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

2104.09757 2021-09-27 cs.CV cs.AI 57%

Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation

Divyansh Jha, Kai Yi, Ivan Skorokhodov, Mohamed Elhoseiny

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

Comments Project homepage: https://imaginative-walks.github.io

2109.09736 2021-09-22 eess.IV cs.CV cs.LG 57%

Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation

Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki

专题命中可控生成：diffusion(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2021 Workshop on Domain Adaptation and Representation Transfer (DART). arXiv admin note: text overlap with arXiv:2010.07411

2108.03673 2021-09-21 cs.CV 57%

RECALL: Replay-based Continual Learning in Semantic Segmentation

Andrea Maracani, Umberto Michieli, Marco Toldo, Pietro Zanuttigh

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

Comments Accepted by ICCV 2021

2108.02774 2021-09-21 cs.CV cs.LG 57%

Sketch Your Own GAN

Sheng-Yu Wang, David Bau, Jun-Yan Zhu

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

Comments ICCV 2021 website: https://peterwang512.github.io/GANSketching code: https://github.com/PeterWang512/GANSketching

2107.09293 2021-07-21 cs.CV cs.CL 57%

Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion

Suzhen Wang, Lincheng Li, Yu Ding, Changjie Fan, Xin Yu

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

Journal ref IJCAI 2021

2105.08935 2021-07-20 cs.GR 57%

DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control

Shu-Yu Chen, Feng-Lin Liu, Yu-Kun Lai, Paul L. Rosin, Chunpeng Li, Hongbo Fu, Lin Gao

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

2011.02638 2021-07-20 cs.CV 57%

Towards Disentangling Latent Space for Unsupervised Semantic Face Editing

Kanglin Liu, Gaofeng Cao, Fei Zhou, Bozhi Liu, Jiang Duan, Guoping Qiu

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

Comments 11pages, 8 figures

2006.12150 2021-07-19 cs.CV 57%

Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects

Bryan G. Cardenas, Devanshu Arya, Deepak K. Gupta

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

Comments 21 pages, 5 tables, 21 figures

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

1. 可控生成 4216 篇

S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation

Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

Normalized Diversification

GAN-Control: Explicitly Controllable GANs

AffectGAN: Affect-Based Generative Art Driven by Semantics

Weakly Supervised Keypoint Discovery

Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation

Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation

RECALL: Replay-based Continual Learning in Semantic Segmentation

Sketch Your Own GAN

Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion

DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control

Towards Disentangling Latent Space for Unsupervised Semantic Face Editing

Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects

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