---
title: "ICCV 2019 — all accepted papers, page 5 — the most cited first"
description: "All 1,082 papers of ICCV 2019 · page 5 of 11, the most cited first; those with our summary link to it."
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# ICCV 2019: all accepted papers

1,082 papers · page 5 of 11 · the most cited first · [← ICCV 2019](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2019/)

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401. **[InGAN: Capturing and Retargeting the “DNA” of a Natural Image ↗](https://doi.org/10.1109/iccv.2019.00459)**Assaf Shocher, Shai Bagon, Phillip Isola et al.*148 citations*
402. **[Neural Inverse Rendering of an Indoor Scene From a Single Image ↗](https://doi.org/10.1109/iccv.2019.00869)**Soumyadip Sengupta, Jinwei Gu, Kihwan Kim et al.*148 citations*
403. **[See-Through-Text Grouping for Referring Image Segmentation ↗](https://doi.org/10.1109/iccv.2019.00755)**Ding-Jie Chen, Songhao Jia, Yi-Chen Lo et al.*148 citations*
404. **[Deep Residual Learning in the JPEG Transform Domain ↗](https://doi.org/10.1109/iccv.2019.00358)**Max Ehrlich, Larry Steven Davis*146 citations*
405. **[Learning to See Moving Objects in the Dark ↗](https://doi.org/10.1109/iccv.2019.00742)**Haiyang Jiang, Yinqiang Zheng*146 citations*
406. **[Live Face De-Identification in Video ↗](https://doi.org/10.1109/iccv.2019.00947)**Oran Gafni, Lior Wolf, Yaniv Taigman*146 citations*
407. **[Relation Parsing Neural Network for Human-Object Interaction Detection ↗](https://doi.org/10.1109/iccv.2019.00093)**Penghao Zhou, Mingmin Chi*145 citations*
408. **[Towards Adversarially Robust Object Detection ↗](https://doi.org/10.1109/iccv.2019.00051)**Haichao Zhang, Jianyu Wang*145 citations*
409. **[Action Assessment by Joint Relation Graphs ↗](https://doi.org/10.1109/iccv.2019.00643)**Jiahui Pan, Jibin Gao, Wei‐Shi Zheng*144 citations*
410. **[Copy-and-Paste Networks for Deep Video Inpainting ↗](https://doi.org/10.1109/iccv.2019.00451)**Sung-Ho Lee, Seoung Wug Oh, DaeYeun Won et al.*144 citations*
411. **[Grounded Human-Object Interaction Hotspots From Video ↗](https://doi.org/10.1109/iccv.2019.00878)**Tushar Nagarajan, Christoph Feichtenhofer, Kristen Grauman*144 citations*
412. **[Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization ↗](https://doi.org/10.1109/iccv.2019.00510)**Chufeng Tang, Lu Sheng, Zhaoxiang Zhang et al.*144 citations*
413. **[LayoutVAE: Stochastic Scene Layout Generation From a Label Set ↗](https://doi.org/10.1109/iccv.2019.00999)**Akash Abdu Jyothi, Thibaut Durand, Jiawei He et al.*144 citations*
414. **[Adaptive Context Network for Scene Parsing ↗](https://doi.org/10.1109/iccv.2019.00685)**Jun Fu, Jing Liu, Yuhang Wang et al.*143 citations*
415. **[Deep Learning for Seeing Through Window With Raindrops ↗](https://doi.org/10.1109/iccv.2019.00255)**Yuhui Quan, Shijie Deng, Yixin Chen et al.*143 citations*
416. **[Presence-Only Geographical Priors for Fine-Grained Image Classification ↗](https://doi.org/10.1109/iccv.2019.00969)**Oisin Mac Aodha, Elijah Cole, Pietro Perona*143 citations*
417. **[RIO: 3D Object Instance Re-Localization in Changing Indoor Environments ↗](https://doi.org/10.1109/iccv.2019.00775)**Johanna Wald, Armen Avetisyan, Nassir Navab et al.*143 citations*
418. **[Robust Person Re-Identification by Modelling Feature Uncertainty ↗](https://doi.org/10.1109/iccv.2019.00064)**Tianyuan Yu, Da Li, Yongxin Yang et al.*142 citations*
419. **[CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization ↗](https://doi.org/10.1109/iccv.2019.00296)**Mingyu Ding, Zhe Wang, Jiankai Sun et al.*141 citations*
420. **[HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images ↗](https://doi.org/10.1109/iccv.2019.01076)**Lyndon Chan, Mahdi S. Hosseini, Corwyn H. Rowsell et al.*141 citations*
421. **[Learning Compositional Neural Information Fusion for Human Parsing ↗](https://doi.org/10.1109/iccv.2019.00580)**Wenguan Wang, Zhijie Zhang, Siyuan Qi et al.*141 citations*
422. **[No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques ↗](https://doi.org/10.1109/iccv.2019.00977)**Tanmay Gupta, Alexander Gerhard Schwing, Derek Hoiem*141 citations*
423. **[Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ↗](https://doi.org/10.1109/iccv.2019.00826)**Ruihuang Li, Changqing Zhang, Huazhu Fu et al.*140 citations*
424. **[Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective ↗](https://doi.org/10.1109/iccv.2019.00368)**Kai Li, Martin Renqiang Min, Yun Fu*139 citations*
425. **[Scalable Verified Training for Provably Robust Image Classification ↗](https://doi.org/10.1109/iccv.2019.00494)**Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al.*139 citations*
426. **[Deep Contextual Attention for Human-Object Interaction Detection ↗](https://doi.org/10.1109/iccv.2019.00579)**Tiancai Wang, Rao Muhammad Anwer, Muhammad Haris Khan et al.*138 citations*
427. **[Deep Multi-Model Fusion for Single-Image Dehazing ↗](https://doi.org/10.1109/iccv.2019.00254)**Zijun Deng, Lei Zhu, Xiaowei Hu et al.*138 citations*
428. **[Deep Parametric Indoor Lighting Estimation ↗](https://doi.org/10.1109/iccv.2019.00727)**Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli et al.*138 citations*
429. **[Improved Techniques for Training Adaptive Deep Networks ↗](https://doi.org/10.1109/iccv.2019.00198)**Hao Li, Hong Zhang, Xiaojuan Qi et al.*138 citations*
430. **[Making the Invisible Visible: Action Recognition Through Walls and Occlusions ↗](https://doi.org/10.1109/iccv.2019.00096)**Tianhong Li, Lijie Fan, Mingmin Zhao et al.*138 citations*
431. **[Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition ↗](https://doi.org/10.1109/iccv.2019.00632)**Wenhao Wu, Dongliang He, Xiao Tan et al.*138 citations*
432. **[AutoFocus: Efficient Multi-Scale Inference ↗](https://doi.org/10.1109/iccv.2019.00984)**Mahyar Najibi, Bharat Singh, Larry Steven Davis*137 citations*
433. **[Embedded Block Residual Network: A Recursive Restoration Model for Single-Image Super-Resolution ↗](https://doi.org/10.1109/iccv.2019.00428)**Yajun Qiu, Ruxin Wang, Dapeng Tao et al.*137 citations*
434. **[Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00531)**Wataru Shimoda, ‪Keiji Yanai‬*137 citations*
435. **[Active Learning for Deep Detection Neural Networks ↗](https://doi.org/10.1109/iccv.2019.00377)**Hamed Habibi Aghdam, Abel González-García, Antonio Manuel López et al.*135 citations*
436. **[Detecting Photoshopped Faces by Scripting Photoshop ↗](https://doi.org/10.1109/iccv.2019.01017)**Sheng-Yu Wang, Oliver Wang, Richard Zhang et al.*135 citations*
437. **[Improved Conditional VRNNs for Video Prediction ↗](https://doi.org/10.1109/iccv.2019.00770)**Lluís Castrejón, Nicolas Ballas, Aaron C. Courville*134 citations*
438. **[SPGNet: Semantic Prediction Guidance for Scene Parsing ↗](https://doi.org/10.1109/iccv.2019.00532)**Bowen Cheng, Liang-Chieh Chen, Yunchao Wei et al.*134 citations*
439. **[Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images “In the Wild” ↗](https://doi.org/10.1109/iccv.2019.00546)**Silvia Zuffi, Angjoo Kanazawa, Tanya Y. Berger-Wolf et al.*134 citations*
440. **[Transferability and Hardness of Supervised Classification Tasks ↗](https://doi.org/10.1109/iccv.2019.00148)**Anh Tuan Tran, Cuong V. Nguyen, Tal Hassner*134 citations*
441. **[Adversarial Robustness vs. Model Compression, or Both? ↗](https://doi.org/10.1109/iccv.2019.00020)**Shaokai Ye, Kaidi Xu, Sijia Liu et al.*133 citations*
442. **[Convolutional Sequence Generation for Skeleton-Based Action Synthesis ↗](https://doi.org/10.1109/iccv.2019.00449)**Sijie Yan, Zhizhong Li, Yuanjun Xiong et al.*133 citations*
443. **[Towards Precise End-to-End Weakly Supervised Object Detection Network ↗](https://doi.org/10.1109/iccv.2019.00846)**Ke Yang, Dongsheng Li, Yong Dou*133 citations*
444. **[Towards Unconstrained End-to-End Text Spotting ↗](https://doi.org/10.1109/iccv.2019.00480)**Siyang Qin, Alessandro Bissacco, Michalis Raptis et al.*133 citations*
445. **[Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy ↗](https://doi.org/10.1109/iccv.2019.00961)**Qing Yu, Kiyoharu Aizawa*133 citations*
446. **[COCO-GAN: Generation by Parts via Conditional Coordinating ↗](https://doi.org/10.1109/iccv.2019.00461)**Chieh Hubert Lin, Chia-Che Chang, Yu‐Sheng Chen et al.*132 citations*
447. **[Semantic Stereo Matching With Pyramid Cost Volumes ↗](https://doi.org/10.1109/iccv.2019.00758)**Zhenyao Wu, Xinyi Wu, Xiao-Ping Steven Zhang et al.*132 citations*
448. **[Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning ↗](https://doi.org/10.1109/iccv.2019.00582)**Lifeng Fan, Wenguan Wang, Song Chun Zhu et al.*132 citations*
449. **[Semi-Supervised Video Salient Object Detection Using Pseudo-Labels ↗](https://doi.org/10.1109/iccv.2019.00738)**Pengxiang Yan, Guanbin Li, Yuan Xie et al.*131 citations*
450. **[Through-Wall Human Mesh Recovery Using Radio Signals ↗](https://doi.org/10.1109/iccv.2019.01021)**Mingmin Zhao, Yingcheng Liu, Aniruddh Raghu et al.*131 citations*
451. **[HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation ↗](https://doi.org/10.1109/iccv.2019.00243)**Kun Zhou, Xiaoguang Han, Nianjuan Jiang et al.*130 citations*
452. **[Learning Deep Priors for Image Dehazing ↗](https://doi.org/10.1109/iccv.2019.00258)**Yang Liu, Jinshan Pan, Jimmy Ren et al.*130 citations*
453. **[Exploiting Temporal Consistency for Real-Time Video Depth Estimation ↗](https://doi.org/10.1109/iccv.2019.00181)**Haokui Zhang, Ying Li, Yuanzhouhan Cao et al.*129 citations*
454. **[Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ↗](https://doi.org/10.1109/iccv.2019.00348)**Aamir Mustafa, Salman Hameed Khan, Munawar Hayat et al.*128 citations*
455. **[Generative Multi-View Human Action Recognition ↗](https://doi.org/10.1109/iccv.2019.00631)**Lichen Wang, Zhengming Ding, Zhiqiang Tao et al.*128 citations*
456. **[Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation ↗](https://doi.org/10.1109/iccv.2019.00302)**Janis Postels, Francesco Ferroni, Huseyin Coskun et al.*128 citations*
457. **[Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning ↗](https://doi.org/10.1109/iccv.2019.00702)**Ancong Wu, Wei‐Shi Zheng, Jianhuang Lai*128 citations*
458. **[Deep Blind Hyperspectral Image Fusion ↗](https://doi.org/10.1109/iccv.2019.00425)**Wu Wang, Weihong Zeng, Yue Huang et al.*127 citations*
459. **[PARN: Position-Aware Relation Networks for Few-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00676)**Ziyang Wu, Yuwei Li, Lihua Guo et al.*127 citations*
460. **[Second-Order Non-Local Attention Networks for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00386)**Bryan Bryan, Yuan Gong, Yizhe Zhang et al.*127 citations*
461. **[Towards Bridging Semantic Gap to Improve Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00433)**Yanwei Pang, Yazhao Li, Jianbing Shen et al.*127 citations*
462. **[Expert Sample Consensus Applied to Camera Re-Localization ↗](https://doi.org/10.1109/iccv.2019.00762)**Eric Brachmann, Carsten Rother*126 citations*
463. **[Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds From Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction ↗](https://doi.org/10.1109/iccv.2019.01054)**Zhizhong Han, Xiyang Wang, Yu-Shen Liu et al.*126 citations*
464. **[Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ↗](https://doi.org/10.1109/iccv.2019.00376)**Qing Liu, Lingxi Xie, Huiyu Wang et al.*126 citations*
465. **[Attentional Neural Fields for Crowd Counting ↗](https://doi.org/10.1109/iccv.2019.00581)**Anran Zhang, Lei Yue, Jiayi Shen et al.*125 citations*
466. **[Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00065)**Arulkumar Subramaniam, Athira Nambiar, Anurag Mittal*125 citations*
467. **[Deep Floor Plan Recognition Using a Multi-Task Network With Room-Boundary-Guided Attention ↗](https://doi.org/10.1109/iccv.2019.00919)**Zhiliang Zeng, Xianzhi Li, Ying Yu et al.*125 citations*
468. **[Unsupervised Domain Adaptation via Regularized Conditional Alignment ↗](https://doi.org/10.1109/iccv.2019.00150)**Safa Cicek, Stefano Soatto*125 citations*
469. **[Physics-Based Rendering for Improving Robustness to Rain ↗](https://doi.org/10.1109/iccv.2019.01030)**Shirsendu Sukanta Halder, Jean‐François Lalonde, Raoul de Charette*124 citations*
470. **[Image Synthesis From Reconfigurable Layout and Style ↗](https://doi.org/10.1109/iccv.2019.01063)**Wei Sun, Tianfu Wu*123 citations*
471. **[LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup ↗](https://doi.org/10.1109/iccv.2019.01058)**Qiao Lun Gu, Guanzhi Wang, Mang Tik Chiu et al.*123 citations*
472. **[xR-EgoPose: Egocentric 3D Human Pose From an HMD Camera ↗](https://doi.org/10.1109/iccv.2019.00782)**Denis Tomè, Patrick Peluse, Lourdes Agapito et al.*122 citations*
473. **[BAE-NET: Branched Autoencoder for Shape Co-Segmentation ↗](https://doi.org/10.1109/iccv.2019.00858)**Zhiqin Chen, Kangxue Yin, Matthew Fisher et al.*120 citations*
474. **[Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition ↗](https://doi.org/10.1109/iccv.2019.00698)**Rui Zhao, Kang Wang, Hui Su et al.*120 citations*
475. **[DSConv: Efficient Convolution Operator ↗](https://doi.org/10.1109/iccv.2019.00525)**Marcelo Gennari do Nascimento, Victor Adrian Prisacariu, Roger Fawcett*120 citations*
476. **[Learning Single Camera Depth Estimation Using Dual-Pixels ↗](https://doi.org/10.1109/iccv.2019.00772)**Rahul Dev Garg, Neal Wadhwa, Sameer Ansari et al.*120 citations*
477. **[ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors ↗](https://doi.org/10.1109/iccv.2019.00930)**Weicheng Kuo, Anelia Angelova, Jitendra Malik et al.*120 citations*
478. **[Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss ↗](https://doi.org/10.1109/iccv.2019.00915)**Hyun‐Su Kim, Ho Young Jhoo, Eunhyeok Park et al.*120 citations*
479. **[Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ↗](https://doi.org/10.1109/iccv.2019.00400)**Ziyi Liu, Le Wang, Qilin Zhang et al.*120 citations*
480. **[Co-Mining: Deep Face Recognition With Noisy Labels ↗](https://doi.org/10.1109/iccv.2019.00945)**Xiaobo Wang, Shuo Wang, Hailin Shi et al.*119 citations*
481. **[Disentangled Image Matting ↗](https://doi.org/10.1109/iccv.2019.00891)**Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan et al.*119 citations*
482. **[Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense ↗](https://doi.org/10.1109/iccv.2019.00874)**Yixin Chen, Siyuan Huang, Tao Yuan et al.*119 citations*
483. **[JPEG Artifacts Reduction via Deep Convolutional Sparse Coding ↗](https://doi.org/10.1109/iccv.2019.00259)**Xueyang Fu, Zheng-Jun Zha, Feng Wu et al.*119 citations*
484. **[SegSort: Segmentation by Discriminative Sorting of Segments ↗](https://doi.org/10.1109/iccv.2019.00743)**Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi et al.*119 citations*
485. **[Unsupervised Graph Association for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00841)**Jinlin Wu, Hao Liu, Yang Yang et al.*119 citations*
486. **[Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00813)**Sanping Zhou, Fei Wang, Zeyi Huang et al.*118 citations*
487. **[Learning Compositional Representations for Few-Shot Recognition ↗](https://doi.org/10.1109/iccv.2019.00647)**Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert*118 citations*
488. **[Distilling Knowledge From a Deep Pose Regressor Network ↗](https://doi.org/10.1109/iccv.2019.00035)**Muhamad Risqi U. Saputra, Pedro Porto Buarque de Gusmão, Yasin Almalıoğlu et al.*117 citations*
489. **[Recurrent U-Net for Resource-Constrained Segmentation ↗](https://doi.org/10.1109/iccv.2019.00223)**Wei Wang, Kaicheng Yu, Joachim Hugonot et al.*117 citations*
490. **[SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00962)**Yan Huang, Qiang Wu, Jingsong Xu et al.*117 citations*
491. **[Universal Perturbation Attack Against Image Retrieval ↗](https://doi.org/10.1109/iccv.2019.00500)**Jie Li, Rongrong Ji, Hong Liu et al.*117 citations*
492. **[Detecting Unseen Visual Relations Using Analogies ↗](https://doi.org/10.1109/iccv.2019.00207)**Julia Peyre, Josef Šivic, Ivan Laptev A et al.*116 citations*
493. **[Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation ↗](https://doi.org/10.1109/iccv.2019.00126)**Arnab Ghosh, Richard Zhang, Puneet K. Dokania et al.*116 citations*
494. **[What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ↗](https://doi.org/10.1109/iccv.2019.00033)**Mahmoud Afifi, Michael S. Brown*116 citations*
495. **[A Learned Representation for Scalable Vector Graphics ↗](https://doi.org/10.1109/iccv.2019.00802)**Raphael Gontijo Lopes, David Ha, Douglas Eck et al.*115 citations*
496. **[Anchor Diffusion for Unsupervised Video Object Segmentation ↗](https://doi.org/10.1109/iccv.2019.00102)**Zhao Yang, Qiang Wang, Luca Bertinetto et al.*115 citations*
497. **[Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data ↗](https://doi.org/10.1109/iccv.2019.00694)**Fabian Manhardt, Diego Martìn Arroyo, Christian Rupprecht et al.*115 citations*
498. **[Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00854)**Lingxiao He, Yinggang Wang, Wu Liu et al.*115 citations*
499. **[Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00732)**Yu Zeng, Yunzhi Zhuge, Huchuan Lu et al.*115 citations*
500. **[Learning Rich Features at High-Speed for Single-Shot Object Detection ↗](https://doi.org/10.1109/iccv.2019.00206)**Tiancai Wang, Rao Muhammad Anwer, Hisham Cholakkal et al.*115 citations*

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