Interpreting the Latent Space of GANs Via Correlation Analysis for Controllable Concept Manipulation
Ziqiang Li,
Rentuo Tao,
Hongjing Niu,
Bin Li
![Responsive image](/icpr/media/video_thumbnails/11080.jpg)
Auto-TLDR; Exploring latent space of GANs by analyzing correlation between latent variables and semantic contents in generated images
Similar papers
Disentangle, Assemble, and Synthesize: Unsupervised Learning to Disentangle Appearance and Location
Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato
![Responsive image](/icpr/media/video_thumbnails/11096.jpg)
Auto-TLDR; Generative Adversarial Networks with Structural Constraint for controllability of latent space
Abstract Slides Poster Similar
Local Facial Attribute Transfer through Inpainting
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
![Responsive image](/icpr/media/video_thumbnails/10836.jpg)
Auto-TLDR; Attribute Transfer Inpainting Generative Adversarial Network
Abstract Slides Poster Similar
On the Evaluation of Generative Adversarial Networks by Discriminative Models
Amirsina Torfi, Mohammadreza Beyki, Edward Alan Fox
![Responsive image](/icpr/media/video_thumbnails/10956.jpg)
Auto-TLDR; Domain-agnostic GAN Evaluation with Siamese Neural Networks
Abstract Slides Poster Similar
Semantics-Guided Representation Learning with Applications to Visual Synthesis
Jia-Wei Yan, Ci-Siang Lin, Fu-En Yang, Yu-Jhe Li, Yu-Chiang Frank Wang
![Responsive image](/icpr/media/video_thumbnails/11741.jpg)
Auto-TLDR; Learning Interpretable and Interpolatable Latent Representations for Visual Synthesis
Abstract Slides Poster Similar
Continuous Learning of Face Attribute Synthesis
Ning Xin, Shaohui Xu, Fangzhe Nan, Xiaoli Dong, Weijun Li, Yuanzhou Yao
![Responsive image](/icpr/media/video_thumbnails/11373.jpg)
Auto-TLDR; Continuous Learning for Face Attribute Synthesis
Abstract Slides Poster Similar
IDA-GAN: A Novel Imbalanced Data Augmentation GAN
![Responsive image](/icpr/media/video_thumbnails/11882.jpg)
Auto-TLDR; IDA-GAN: Generative Adversarial Networks for Imbalanced Data Augmentation
Abstract Slides Poster Similar
Disentangled Representation Learning for Controllable Image Synthesis: An Information-Theoretic Perspective
Shichang Tang, Xu Zhou, Xuming He, Yi Ma
![Responsive image](/icpr/media/video_thumbnails/12099.jpg)
Auto-TLDR; Controllable Image Synthesis in Deep Generative Models using Variational Auto-Encoder
Abstract Slides Poster Similar
High Resolution Face Age Editing
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier
![Responsive image](/icpr/media/video_thumbnails/11920.jpg)
Auto-TLDR; An Encoder-Decoder Architecture for Face Age editing on High Resolution Images
Abstract Slides Poster Similar
Phase Retrieval Using Conditional Generative Adversarial Networks
Tobias Uelwer, Alexander Oberstraß, Stefan Harmeling
![Responsive image](/icpr/media/video_thumbnails/10924.jpg)
Auto-TLDR; Conditional Generative Adversarial Networks for Phase Retrieval
Abstract Slides Poster Similar
GAP: Quantifying the Generative Adversarial Set and Class Feature Applicability of Deep Neural Networks
Edward Collier, Supratik Mukhopadhyay
![Responsive image](/icpr/media/video_thumbnails/11893.jpg)
Auto-TLDR; Approximating Adversarial Learning in Deep Neural Networks Using Set and Class Adversaries
Abstract Slides Poster Similar
GAN-Based Gaussian Mixture Model Responsibility Learning
Wanming Huang, Yi Da Xu, Shuai Jiang, Xuan Liang, Ian Oppermann
![Responsive image](/icpr/media/video_thumbnails/11270.jpg)
Auto-TLDR; Posterior Consistency Module for Gaussian Mixture Model
Abstract Slides Poster Similar
Mask-Based Style-Controlled Image Synthesis Using a Mask Style Encoder
Jaehyeong Cho, Wataru Shimoda, Keiji Yanai
![Responsive image](/icpr/media/video_thumbnails/11488.jpg)
Auto-TLDR; Style-controlled Image Synthesis from Semantic Segmentation masks using GANs
Abstract Slides Poster Similar
Learning Interpretable Representation for 3D Point Clouds
Feng-Guang Su, Ci-Siang Lin, Yu-Chiang Frank Wang
![Responsive image](/icpr/media/video_thumbnails/11777.jpg)
Auto-TLDR; Disentangling Body-type and Pose Information from 3D Point Clouds Using Adversarial Learning
Abstract Slides Poster Similar
UCCTGAN: Unsupervised Clothing Color Transformation Generative Adversarial Network
Shuming Sun, Xiaoqiang Li, Jide Li
![Responsive image](/icpr/media/video_thumbnails/11031.jpg)
Auto-TLDR; An Unsupervised Clothing Color Transformation Generative Adversarial Network
Abstract Slides Poster Similar
Hierarchical Mixtures of Generators for Adversarial Learning
Alper Ahmetoğlu, Ethem Alpaydin
![Responsive image](/icpr/media/video_thumbnails/10870.jpg)
Auto-TLDR; Hierarchical Mixture of Generative Adversarial Networks
Attributes Aware Face Generation with Generative Adversarial Networks
Zheng Yuan, Jie Zhang, Shiguang Shan, Xilin Chen
![Responsive image](/icpr/media/video_thumbnails/11042.jpg)
Auto-TLDR; AFGAN: A Generative Adversarial Network for Attributes Aware Face Image Generation
Abstract Slides Poster Similar
Ω-GAN: Object Manifold Embedding GAN for Image Generation by Disentangling Parameters into Pose and Shape Manifolds
Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
![Responsive image](/icpr/media/video_thumbnails/11837.jpg)
Auto-TLDR; Object Manifold Embedding GAN with Parametric Sampling and Object Identity Loss
Abstract Slides Poster Similar
S2I-Bird: Sound-To-Image Generation of Bird Species Using Generative Adversarial Networks
Joo Yong Shim, Joongheon Kim, Jong-Kook Kim
![Responsive image](/icpr/media/video_thumbnails/11115.jpg)
Auto-TLDR; Generating bird images from sound using conditional generative adversarial networks
Abstract Slides Poster Similar
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
Bin Duan, Wei Wang, Hao Tang, Hugo Latapie, Yan Yan
![Responsive image](/icpr/media/video_thumbnails/11001.jpg)
Auto-TLDR; Cascade Attention-Guided Residue GAN for Cross-modal Audio-Visual Learning
Abstract Slides Poster Similar
AVAE: Adversarial Variational Auto Encoder
Antoine Plumerault, Hervé Le Borgne, Celine Hudelot
![Responsive image](/icpr/media/video_thumbnails/11928.jpg)
Auto-TLDR; Combining VAE and GAN for Realistic Image Generation
Abstract Slides Poster Similar
Background Invariance by Adversarial Learning
Ricardo Cruz, Ricardo M. Prates, Eduardo F. Simas Filho, Joaquim F. Pinto Costa, Jaime S. Cardoso
![Responsive image](/icpr/media/video_thumbnails/11576.jpg)
Auto-TLDR; Improving Convolutional Neural Networks for Overhead Power Line Insulators Detection using a Drone
Abstract Slides Poster Similar
Semi-Supervised Generative Adversarial Networks with a Pair of Complementary Generators for Retinopathy Screening
Yingpeng Xie, Qiwei Wan, Hai Xie, En-Leng Tan, Yanwu Xu, Baiying Lei
![Responsive image](/icpr/media/video_thumbnails/11443.jpg)
Auto-TLDR; Generative Adversarial Networks for Retinopathy Diagnosis via Fundus Images
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
![Responsive image](/icpr/media/video_thumbnails/12062.jpg)
Auto-TLDR; Individual Face Privacy under Surveillance Scenario with Multi-task Loss Function
Pose Variation Adaptation for Person Re-Identification
Lei Zhang, Na Jiang, Qishuai Diao, Yue Xu, Zhong Zhou, Wei Wu
![Responsive image](/icpr/media/video_thumbnails/11718.jpg)
Auto-TLDR; Pose Transfer Generative Adversarial Network for Person Re-identification
Abstract Slides Poster Similar
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks
Debapriya Roy, Diganta Mukherjee, Bhabatosh Chanda
![Responsive image](/icpr/media/video_thumbnails/12180.jpg)
Auto-TLDR; Unsupervised Skin Tone Change Using Augmented Reality Based Models
Abstract Slides Poster Similar
GarmentGAN: Photo-Realistic Adversarial Fashion Transfer
Amir Hossein Raffiee, Michael Sollami
![Responsive image](/icpr/media/video_thumbnails/11327.jpg)
Auto-TLDR; GarmentGAN: A Generative Adversarial Network for Image-Based Garment Transfer
Abstract Slides Poster Similar
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
![Responsive image](/icpr/media/video_thumbnails/12001.jpg)
Auto-TLDR; Semantic-Guided Inpainting of Complex Urban Scene Using Semantic Segmentation and Generation
Abstract Slides Poster Similar
Free-Form Image Inpainting Via Contrastive Attention Network
Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Zhenhua Chai, Xiaolin Wei, Ran He
![Responsive image](/icpr/media/video_thumbnails/11996.jpg)
Auto-TLDR; Self-supervised Siamese inference for image inpainting
Discriminative Multi-Level Reconstruction under Compact Latent Space for One-Class Novelty Detection
Jaewoo Park, Yoon Gyo Jung, Andrew Teoh
![Responsive image](/icpr/media/video_thumbnails/11731.jpg)
Auto-TLDR; Discriminative Compact AE for One-Class novelty detection and Adversarial Example Detection
Variational Capsule Encoder
Harish Raviprakash, Syed Anwar, Ulas Bagci
![Responsive image](/icpr/media/video_thumbnails/11569.jpg)
Auto-TLDR; Bayesian Capsule Networks for Representation Learning in latent space
Abstract Slides Poster Similar
Variational Deep Embedding Clustering by Augmented Mutual Information Maximization
Qiang Ji, Yanfeng Sun, Yongli Hu, Baocai Yin
![Responsive image](/icpr/media/video_thumbnails/11112.jpg)
Auto-TLDR; Clustering by Augmented Mutual Information maximization for Deep Embedding
Abstract Slides Poster Similar
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
Aditya Sreekar P, Ujjwal Tiwari, Anoop Namboodiri
![Responsive image](/icpr/media/video_thumbnails/11641.jpg)
Auto-TLDR; MIPAE: Mutual Information Predictive Auto-Encoder for Video Prediction
Abstract Slides Poster Similar
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS
Aditya Sreekar P, Ujjwal Tiwari, Anoop Namboodiri
![Responsive image](/icpr/media/video_thumbnails/12178.jpg)
Auto-TLDR; Mutual Information Estimation from Variational Lower Bounds Using a Critic's Hypothesis Space
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
![Responsive image](/icpr/media/video_thumbnails/11131.jpg)
Auto-TLDR; FABEMD: Fast and Adaptive Bidimensional Empirical Mode Decomposition for Style Transfer on Images
Abstract Slides Poster Similar
Combining GANs and AutoEncoders for Efficient Anomaly Detection
Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
![Responsive image](/icpr/media/video_thumbnails/11330.jpg)
Auto-TLDR; CBIGAN: Anomaly Detection in Images with Consistency Constrained BiGAN
Abstract Slides Poster Similar
Pixel-based Facial Expression Synthesis
![Responsive image](/icpr/media/video_thumbnails/12060.jpg)
Auto-TLDR; pixel-based facial expression synthesis using GANs
Abstract Slides Poster Similar
DeepBEV: A Conditional Adversarial Network for Bird’s Eye View Generation
![Responsive image](/icpr/media/video_thumbnails/11539.jpg)
Auto-TLDR; A Generative Adversarial Network for Semantic Object Representation in Autonomous Vehicles
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
![Responsive image](/icpr/media/video_thumbnails/11689.jpg)
Auto-TLDR; Dual Motion Transfer GAN for Convolutional Neural Networks
Abstract Slides Poster Similar
SAGE: Sequential Attribute Generator for Analyzing Glioblastomas Using Limited Dataset
Padmaja Jonnalagedda, Brent Weinberg, Jason Allen, Taejin Min, Shiv Bhanu, Bir Bhanu
![Responsive image](/icpr/media/video_thumbnails/11459.jpg)
Auto-TLDR; SAGE: Generative Adversarial Networks for Imaging Biomarker Detection and Prediction
Abstract Slides Poster Similar
Super-Resolution Guided Pore Detection for Fingerprint Recognition
Syeda Nyma Ferdous, Ali Dabouei, Jeremy Dawson, Nasser M. Nasarabadi
![Responsive image](/icpr/media/video_thumbnails/11855.jpg)
Auto-TLDR; Super-Resolution Generative Adversarial Network for Fingerprint Recognition Using Pore Features
Abstract Slides Poster Similar
A Joint Representation Learning and Feature Modeling Approach for One-Class Recognition
Pramuditha Perera, Vishal Patel
![Responsive image](/icpr/media/video_thumbnails/11668.jpg)
Auto-TLDR; Combining Generative Features and One-Class Classification for Effective One-class Recognition
Abstract Slides Poster Similar
Age Gap Reducer-GAN for Recognizing Age-Separated Faces
Daksha Yadav, Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore
![Responsive image](/icpr/media/video_thumbnails/12105.jpg)
Auto-TLDR; Generative Adversarial Network for Age-separated Face Recognition
Abstract Slides Poster Similar
Unsupervised Contrastive Photo-To-Caricature Translation Based on Auto-Distortion
Yuhe Ding, Xin Ma, Mandi Luo, Aihua Zheng, Ran He
![Responsive image](/icpr/media/video_thumbnails/11404.jpg)
Auto-TLDR; Unsupervised contrastive photo-to-caricature translation with style loss
Abstract Slides Poster Similar
Adversarial Knowledge Distillation for a Compact Generator
Hideki Tsunashima, Shigeo Morishima, Junji Yamato, Qiu Chen, Hirokatsu Kataoka
![Responsive image](/icpr/media/video_thumbnails/12174.jpg)
Auto-TLDR; Adversarial Knowledge Distillation for Generative Adversarial Nets
Abstract Slides Poster Similar
Galaxy Image Translation with Semi-Supervised Noise-Reconstructed Generative Adversarial Networks
Qiufan Lin, Dominique Fouchez, Jérôme Pasquet
![Responsive image](/icpr/media/video_thumbnails/11546.jpg)
Auto-TLDR; Semi-supervised Image Translation with Generative Adversarial Networks Using Paired and Unpaired Images
Abstract Slides Poster Similar
Controllable Face Aging
![Responsive image](/icpr/media/video_thumbnails/10948.jpg)
Auto-TLDR; A controllable face aging method via attribute disentanglement generative adversarial network
Abstract Slides Poster Similar
Boundary Guided Image Translation for Pose Estimation from Ultra-Low Resolution Thermal Sensor
Kohei Kurihara, Tianren Wang, Teng Zhang, Brian Carrington Lovell
![Responsive image](/icpr/media/video_thumbnails/10821.jpg)
Auto-TLDR; Pose Estimation on Low-Resolution Thermal Images Using Image-to-Image Translation Architecture
Abstract Slides Poster Similar
Beyond Cross-Entropy: Learning Highly Separable Feature Distributions for Robust and Accurate Classification
Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli
![Responsive image](/icpr/media/video_thumbnails/12057.jpg)
Auto-TLDR; Gaussian class-conditional simplex loss for adversarial robust multiclass classifiers
Abstract Slides Poster Similar