Image Inpainting with Contrastive Relation Network
Xiaoqiang Zhou,
Junjie Li,
Zilei Wang,
Ran He,
Tieniu Tan
Auto-TLDR; Two-Stage Inpainting with Graph-based Relation Network
Similar papers
Free-Form Image Inpainting Via Contrastive Attention Network
Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Zhenhua Chai, Xiaolin Wei, Ran He
Auto-TLDR; Self-supervised Siamese inference for image inpainting
SECI-GAN: Semantic and Edge Completion for Dynamic Objects Removal
Francesco Pinto, Andrea Romanoni, Matteo Matteucci, Phil Torr
Auto-TLDR; SECI-GAN: Semantic and Edge Conditioned Inpainting Generative Adversarial Network
Abstract Slides Poster Similar
Local Facial Attribute Transfer through Inpainting
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Auto-TLDR; Attribute Transfer Inpainting Generative Adversarial Network
Abstract Slides Poster Similar
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
Auto-TLDR; Semantic-Guided Inpainting of Complex Urban Scene Using Semantic Segmentation and Generation
Abstract Slides Poster Similar
A GAN-Based Blind Inpainting Method for Masonry Wall Images
Yahya Ibrahim, Balázs Nagy, Csaba Benedek
Auto-TLDR; An End-to-End Blind Inpainting Algorithm for Masonry Wall Images
Abstract Slides Poster Similar
Mask-Based Style-Controlled Image Synthesis Using a Mask Style Encoder
Jaehyeong Cho, Wataru Shimoda, Keiji Yanai
Auto-TLDR; Style-controlled Image Synthesis from Semantic Segmentation masks using GANs
Abstract Slides Poster Similar
Let's Play Music: Audio-Driven Performance Video Generation
Hao Zhu, Yi Li, Feixia Zhu, Aihua Zheng, Ran He
Auto-TLDR; APVG: Audio-driven Performance Video Generation Using Structured Temporal UNet
Abstract Slides Poster Similar
GarmentGAN: Photo-Realistic Adversarial Fashion Transfer
Amir Hossein Raffiee, Michael Sollami
Auto-TLDR; GarmentGAN: A Generative Adversarial Network for Image-Based Garment Transfer
Abstract Slides Poster Similar
Learning Image Inpainting from Incomplete Images using Self-Supervision
Sriram Yenamandra, Rohit Kumar Jena, Ansh Khurana, Suyash Awate
Auto-TLDR; Unsupervised Deep Neural Network for Semantic Image Inpainting
Abstract Slides Poster Similar
Unsupervised Contrastive Photo-To-Caricature Translation Based on Auto-Distortion
Yuhe Ding, Xin Ma, Mandi Luo, Aihua Zheng, Ran He
Auto-TLDR; Unsupervised contrastive photo-to-caricature translation with style loss
Abstract Slides Poster Similar
SIDGAN: Single Image Dehazing without Paired Supervision
Pan Wei, Xin Wang, Lei Wang, Ji Xiang, Zihan Wang
Auto-TLDR; DehazeGAN: An End-to-End Generative Adversarial Network for Image Dehazing
Abstract Slides Poster Similar
Attributes Aware Face Generation with Generative Adversarial Networks
Zheng Yuan, Jie Zhang, Shiguang Shan, Xilin Chen
Auto-TLDR; AFGAN: A Generative Adversarial Network for Attributes Aware Face Image Generation
Abstract Slides Poster Similar
Learning Disentangled Representations for Identity Preserving Surveillance Face Camouflage
Jingzhi Li, Lutong Han, Hua Zhang, Xiaoguang Han, Jingguo Ge, Xiaochu Cao
Auto-TLDR; Individual Face Privacy under Surveillance Scenario with Multi-task Loss Function
Boundary-Aware Graph Convolution for Semantic Segmentation
Hanzhe Hu, Jinshi Cui, Jinshi Hongbin Zha
Auto-TLDR; Boundary-Aware Graph Convolution for Semantic Segmentation
Abstract Slides Poster Similar
Continuous Learning of Face Attribute Synthesis
Ning Xin, Shaohui Xu, Fangzhe Nan, Xiaoli Dong, Weijun Li, Yuanzhou Yao
Auto-TLDR; Continuous Learning for Face Attribute Synthesis
Abstract Slides Poster Similar
UCCTGAN: Unsupervised Clothing Color Transformation Generative Adversarial Network
Shuming Sun, Xiaoqiang Li, Jide Li
Auto-TLDR; An Unsupervised Clothing Color Transformation Generative Adversarial Network
Abstract Slides Poster Similar
Adaptive Image Compression Using GAN Based Semantic-Perceptual Residual Compensation
Ruojing Wang, Zitang Sun, Sei-Ichiro Kamata, Weili Chen
Auto-TLDR; Adaptive Image Compression using GAN based Semantic-Perceptual Residual Compensation
Abstract Slides Poster Similar
High Resolution Face Age Editing
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier
Auto-TLDR; An Encoder-Decoder Architecture for Face Age editing on High Resolution Images
Abstract Slides Poster Similar
Unsupervised Face Manipulation Via Hallucination
Keerthy Kusumam, Enrique Sanchez, Georgios Tzimiropoulos
Auto-TLDR; Unpaired Face Image Manipulation using Autoencoders
Abstract Slides Poster Similar
Few-Shot Font Generation with Deep Metric Learning
Haruka Aoki, Koki Tsubota, Hikaru Ikuta, Kiyoharu Aizawa
Auto-TLDR; Deep Metric Learning for Japanese Typographic Font Synthesis
Abstract Slides Poster Similar
Multi-Laplacian GAN with Edge Enhancement for Face Super Resolution
Auto-TLDR; Face Image Super-Resolution with Enhanced Edge Information
Abstract Slides Poster Similar
VITON-GT: An Image-Based Virtual Try-On Model with Geometric Transformations
Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, Rita Cucchiara
Auto-TLDR; VITON-GT: An Image-based Virtual Try-on Architecture for Fashion Catalogs
Abstract Slides Poster Similar
Detail Fusion GAN: High-Quality Translation for Unpaired Images with GAN-Based Data Augmentation
Ling Li, Yaochen Li, Chuan Wu, Hang Dong, Peilin Jiang, Fei Wang
Auto-TLDR; Data Augmentation with GAN-based Generative Adversarial Network
Abstract Slides Poster Similar
Cycle-Consistent Adversarial Networks and Fast Adaptive Bi-Dimensional Empirical Mode Decomposition for Style Transfer
Elissavet Batziou, Petros Alvanitopoulos, Konstantinos Ioannidis, Ioannis Patras, Stefanos Vrochidis, Ioannis Kompatsiaris
Auto-TLDR; FABEMD: Fast and Adaptive Bidimensional Empirical Mode Decomposition for Style Transfer on Images
Abstract Slides Poster Similar
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution
Xiaoyu Xiang, Qian Lin, Jan Allebach
Auto-TLDR; A Context-Aware Joint CAR and SR Neural Network for High-Resolution Text Recognition and Face Detection
Abstract Slides Poster Similar
Detail-Revealing Deep Low-Dose CT Reconstruction
Xinchen Ye, Yuyao Xu, Rui Xu, Shoji Kido, Noriyuki Tomiyama
Auto-TLDR; A Dual-branch Aggregation Network for Low-Dose CT Reconstruction
Abstract Slides Poster Similar
Future Urban Scenes Generation through Vehicles Synthesis
Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara
Auto-TLDR; Predicting the Future of an Urban Scene with a Novel View Synthesis Paradigm
Abstract Slides Poster Similar
Interactive Style Space of Deep Features and Style Innovation
Auto-TLDR; Interactive Style Space of Convolutional Neural Network Features
Abstract Slides Poster Similar
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks
Debapriya Roy, Diganta Mukherjee, Bhabatosh Chanda
Auto-TLDR; Unsupervised Skin Tone Change Using Augmented Reality Based Models
Abstract Slides Poster Similar
Thermal Image Enhancement Using Generative Adversarial Network for Pedestrian Detection
Mohamed Amine Marnissi, Hajer Fradi, Anis Sahbani, Najoua Essoukri Ben Amara
Auto-TLDR; Improving Visual Quality of Infrared Images for Pedestrian Detection Using Generative Adversarial Network
Abstract Slides Poster Similar
Small Object Detection by Generative and Discriminative Learning
Yi Gu, Jie Li, Chentao Wu, Weijia Jia, Jianping Chen
Auto-TLDR; Generative and Discriminative Learning for Small Object Detection
Abstract Slides Poster Similar
Super-Resolution Guided Pore Detection for Fingerprint Recognition
Syeda Nyma Ferdous, Ali Dabouei, Jeremy Dawson, Nasser M. Nasarabadi
Auto-TLDR; Super-Resolution Generative Adversarial Network for Fingerprint Recognition Using Pore Features
Abstract Slides Poster Similar
Progressive Splitting and Upscaling Structure for Super-Resolution
Auto-TLDR; PSUS: Progressive and Upscaling Layer for Single Image Super-Resolution
Abstract Slides Poster Similar
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
Bin Duan, Wei Wang, Hao Tang, Hugo Latapie, Yan Yan
Auto-TLDR; Cascade Attention-Guided Residue GAN for Cross-modal Audio-Visual Learning
Abstract Slides Poster Similar
Multi-Domain Image-To-Image Translation with Adaptive Inference Graph
The Phuc Nguyen, Stéphane Lathuiliere, Elisa Ricci
Auto-TLDR; Adaptive Graph Structure for Multi-Domain Image-to-Image Translation
Abstract Slides Poster Similar
Residual Fractal Network for Single Image Super Resolution by Widening and Deepening
Jiahang Gu, Zhaowei Qu, Xiaoru Wang, Jiawang Dan, Junwei Sun
Auto-TLDR; Residual fractal convolutional network for single image super-resolution
Abstract Slides Poster Similar
JUMPS: Joints Upsampling Method for Pose Sequences
Lucas Mourot, Francois Le Clerc, Cédric Thébault, Pierre Hellier
Auto-TLDR; JUMPS: Increasing the Number of Joints in 2D Pose Estimation and Recovering Occluded or Missing Joints
Abstract Slides Poster Similar
Local-Global Interactive Network for Face Age Transformation
Jie Song, Ping Wei, Huan Li, Yongchi Zhang, Nanning Zheng
Auto-TLDR; A Novel Local-Global Interaction Framework for Long-span Face Age Transformation
Abstract Slides Poster Similar
Coherence and Identity Learning for Arbitrary-Length Face Video Generation
Shuquan Ye, Chu Han, Jiaying Lin, Guoqiang Han, Shengfeng He
Auto-TLDR; Face Video Synthesis Using Identity-Aware GAN and Face Coherence Network
Abstract Slides Poster Similar
Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-To-Video Synthesis
Fu-En Yang, Jing-Cheng Chang, Yuan-Hao Lee, Yu-Chiang Frank Wang
Auto-TLDR; Dual Motion Transfer GAN for Convolutional Neural Networks
Abstract Slides Poster Similar
Novel View Synthesis from a 6-DoF Pose by Two-Stage Networks
Xiang Guo, Bo Li, Yuchao Dai, Tongxin Zhang, Hui Deng
Auto-TLDR; Novel View Synthesis from a 6-DoF Pose Using Generative Adversarial Network
Abstract Slides Poster Similar
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images Using Generative Adversarial Networks
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Auto-TLDR; Fluorescein Angiography from Fundus Images using Attention-based Generative Networks
Abstract Slides Poster Similar
The Role of Cycle Consistency for Generating Better Human Action Videos from a Single Frame
Auto-TLDR; Generating Videos with Human Action Semantics using Cycle Constraints
Abstract Slides Poster Similar
Deep Universal Blind Image Denoising
Auto-TLDR; Image Denoising with Deep Convolutional Neural Networks
Unsupervised Learning of Landmarks Based on Inter-Intra Subject Consistencies
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo
Auto-TLDR; Unsupervised Learning for Facial Landmark Discovery using Inter-subject Landmark consistencies
Global Image Sentiment Transfer
Jie An, Tianlang Chen, Songyang Zhang, Jiebo Luo
Auto-TLDR; Image Sentiment Transfer Using DenseNet121 Architecture
MBD-GAN: Model-Based Image Deblurring with a Generative Adversarial Network
Auto-TLDR; Model-Based Deblurring GAN for Inverse Imaging
Abstract Slides Poster Similar
Towards Efficient 3D Point Cloud Scene Completion Via Novel Depth View Synthesis
Haiyan Wang, Liang Yang, Xuejian Rong, Ying-Li Tian
Auto-TLDR; 3D Point Cloud Completion with Depth View Synthesis and Depth View synthesis