---
title: "ICCV 2019 — all accepted papers, page 6 — the most cited first"
description: "All 1,082 papers of ICCV 2019 · page 6 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 6 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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501. **[MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation ↗](https://doi.org/10.1109/iccv.2019.00696)**Lorenzo Bertoni, S. Kreiss, Alexandre Alahi*115 citations*
502. **[Multinomial Distribution Learning for Effective Neural Architecture Search ↗](https://doi.org/10.1109/iccv.2019.00139)**Xiawu Zheng, Rongrong Ji, Lang Tang et al.*115 citations*
503. **[Deep Learning for Light Field Saliency Detection ↗](https://doi.org/10.1109/iccv.2019.00893)**Tiantian Wang, Yongri Piao, Huchuan Lu et al.*114 citations*
504. **[On Network Design Spaces for Visual Recognition ↗](https://doi.org/10.1109/iccv.2019.00197)**Ilija Radosavovic, Justin M. Johnson, Saining Xie et al.*114 citations*
505. **[Saliency-Guided Attention Network for Image-Sentence Matching ↗](https://doi.org/10.1109/iccv.2019.00585)**Zhong Ji, Haoran Wang, Jungong Han et al.*114 citations*
506. **[Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.01043)**Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu*113 citations*
507. **[Photo-Realistic Facial Details Synthesis From Single Image ↗](https://doi.org/10.1109/iccv.2019.00952)**Anpei Chen, Zhang Chen, Guli Zhang et al.*112 citations*
508. **[Adversarial Defense via Learning to Generate Diverse Attacks ↗](https://doi.org/10.1109/iccv.2019.00283)**Yunseok Jang, Tianchen Zhao, Seunghoon Hong et al.*111 citations*
509. **[Controllable Artistic Text Style Transfer via Shape-Matching GAN ↗](https://doi.org/10.1109/iccv.2019.00454)**Shuai Yang, Zhangyang Wang, Zhaowen Wang et al.*111 citations*
510. **[FDA: Feature Disruptive Attack ↗](https://doi.org/10.1109/iccv.2019.00816)**Aditya Ganeshan, B S Vivek, Venkatesh Babu Radhakrishnan*111 citations*
511. **[LIP: Local Importance-Based Pooling ↗](https://doi.org/10.1109/iccv.2019.00345)**Ziteng Gao, Limin Wang, Gangshan Wu*111 citations*
512. **[Dynamic Points Agglomeration for Hierarchical Point Sets Learning ↗](https://doi.org/10.1109/iccv.2019.00764)**Jinxian Liu, Bingbing Ni, Caiyuan Li et al.*110 citations*
513. **[Ego-Pose Estimation and Forecasting As Real-Time PD Control ↗](https://doi.org/10.1109/iccv.2019.01018)**Ye Yuan, Kris Kitani*110 citations*
514. **[Employing Deep Part-Object Relationships for Salient Object Detection ↗](https://doi.org/10.1109/iccv.2019.00132)**Yi Liu, Qiang Zhang, Dingwen Zhang et al.*110 citations*
515. **[Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo ↗](https://doi.org/10.1109/iccv.2019.00161)**Stepan Tulyakov, François Fleuret, Martin Kiefel et al.*110 citations*
516. **[Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ↗](https://doi.org/10.1109/iccv.2019.00266)**Liu Liu, Hongdong Li, Yuchao Dai*110 citations*
517. **[TexturePose: Supervising Human Mesh Estimation With Texture Consistency ↗](https://doi.org/10.1109/iccv.2019.00089)**Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis*110 citations*
518. **[Universal Semi-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00536)**Tarun Kalluri, Girish Varma, Manmohan Krishna Chandraker et al.*110 citations*
519. **[Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks ↗](https://doi.org/10.1109/iccv.2019.00673)**Jianyu Wang, Haichao Zhang*109 citations*
520. **[Deep Meta Learning for Real-Time Target-Aware Visual Tracking ↗](https://doi.org/10.1109/iccv.2019.00100)**Janghoon Choi, Junseok Kwon, Kyoung Mu Lee*109 citations*
521. **[Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00622)**Zimo Liu, Jingya Wang, Shaogang Gong et al.*109 citations*
522. **[DynamoNet: Dynamic Action and Motion Network ↗](https://doi.org/10.1109/iccv.2019.00629)**Ali Diba, Vivek Sharma, Luc Van Gool et al.*109 citations*
523. **[Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00994)**Yizhe Zhu, Jianwen Xie, Bingchen Liu et al.*109 citations*
524. **[Onion-Peel Networks for Deep Video Completion ↗](https://doi.org/10.1109/iccv.2019.00450)**Seoung Wug Oh, Sung-Ho Lee, Joon‐Young Lee et al.*109 citations*
525. **[Reflective Decoding Network for Image Captioning ↗](https://doi.org/10.1109/iccv.2019.00898)**Lei Ke, Wenjie Pei, Ruiyu Li et al.*109 citations*
526. **[DAGMapper: Learning to Map by Discovering Lane Topology ↗](https://doi.org/10.1109/iccv.2019.00300)**Namdar Homayounfar, Justin Liang, Wei-Chiu Ma et al.*108 citations*
527. **[Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method ↗](https://doi.org/10.1109/iccv.2019.00131)**Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel*108 citations*
528. **[Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications ↗](https://doi.org/10.1109/iccv.2019.00321)**Soo Ye Kim, Jihyong Oh, Munchurl Kim*107 citations*
529. **[Guided Image-to-Image Translation With Bi-Directional Feature Transformation ↗](https://doi.org/10.1109/iccv.2019.00911)**Badour AlBahar, Jia‐Bin Huang*107 citations*
530. **[Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning ↗](https://doi.org/10.1109/iccv.2019.00014)**Pedro Hermosilla, Tobias Ritschel, Timo Ropinski*107 citations*
531. **[C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection ↗](https://doi.org/10.1109/iccv.2019.00993)**Yan Gao, Boxiao Liu, Nan Guo et al.*106 citations*
532. **[Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks ↗](https://doi.org/10.1109/iccv.2019.00506)**Thomas Brunner, Frederik Diehl, Michael Truong Le et al.*106 citations*
533. **[Object Guided External Memory Network for Video Object Detection ↗](https://doi.org/10.1109/iccv.2019.00678)**Hanming Deng, Hua Yang, Tao Song et al.*106 citations*
534. **[Explicit Shape Encoding for Real-Time Instance Segmentation ↗](https://doi.org/10.1109/iccv.2019.00527)**Wenqiang Xu, Haiyang Wang, Fubo Qi et al.*105 citations*
535. **[FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On ↗](https://doi.org/10.1109/iccv.2019.00125)**Haoye Dong, Xiaodan Liang, Xiaohui Shen et al.*105 citations*
536. **[Weakly Supervised Object Detection With Segmentation Collaboration ↗](https://doi.org/10.1109/iccv.2019.00983)**Xiaoyan Li, Meina Kan, Shiguang Shan et al.*105 citations*
537. **[Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs ↗](https://doi.org/10.1109/iccv.2019.00879)**Lei Wang, Piotr Koniusz, Du Q. Huynh*104 citations*
538. **[Learning Filter Basis for Convolutional Neural Network Compression ↗](https://doi.org/10.1109/iccv.2019.00572)**Yawei Li, Shuhang Gu, Luc Van Gool et al.*104 citations*
539. **[Towards Unsupervised Image Captioning With Shared Multimodal Embeddings ↗](https://doi.org/10.1109/iccv.2019.00751)**Iro Laina, Christian Rupprecht, Nassir Navab*104 citations*
540. **[Invariant Information Clustering for Unsupervised Image Classification and Segmentation ↗](https://doi.org/10.1109/iccv.2019.00996)**Xu Ji, Andrea Vedaldi, João F. Henriques*103 citations*
541. **[Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization ↗](https://doi.org/10.1109/iccv.2019.00028)**Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Nima Tajbakhsh et al.*103 citations*
542. **[Where Is My Mirror? ↗](https://doi.org/10.1109/iccv.2019.00890)**Xin She Yang, Haiyang Mei, Ke Xu et al.*103 citations*
543. **[ACE: Adapting to Changing Environments for Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00221)**Zuxuan Wu, Xin Wang, Joseph E. Gonzalez et al.*102 citations*
544. **[Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ↗](https://doi.org/10.1109/iccv.2019.00807)**Riccardo Volpi, Vittorio Murino*102 citations*
545. **[MVSCRF: Learning Multi-View Stereo With Conditional Random Fields ↗](https://doi.org/10.1109/iccv.2019.00441)**Youze Xue, Jiansheng Chen, Weitao Wan et al.*102 citations*
546. **[Few-Shot Learning With Global Class Representations ↗](https://doi.org/10.1109/iccv.2019.00981)**Aoxue Li, Tiange Luo, Tao Xiang et al.*101 citations*
547. **[A Deep Cybersickness Predictor Based on Brain Signal Analysis for Virtual Reality Contents ↗](https://doi.org/10.1109/iccv.2019.01068)**Jinwoo Kim, Woojae Kim, Heeseok Oh et al.*100 citations*
548. **[Imitation Learning for Human Pose Prediction ↗](https://doi.org/10.1109/iccv.2019.00722)**Borui Wang, Ehsan Adeli, Hsu-kuang Chiu et al.*100 citations*
549. **[Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ↗](https://doi.org/10.1109/iccv.2019.00270)**Xuejing Liu, Liang Li, Shuhui Wang et al.*98 citations*
550. **[Deep Metric Learning With Tuplet Margin Loss ↗](https://doi.org/10.1109/iccv.2019.00659)**Baosheng Yu, Dacheng Tao*98 citations*
551. **[Efficient Segmentation: Learning Downsampling Near Semantic Boundaries ↗](https://doi.org/10.1109/iccv.2019.00222)**Dmitrii Marin, Zijian He, Péter Vajda et al.*98 citations*
552. **[Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path ↗](https://doi.org/10.1109/iccv.2019.00275)**Jiacheng Chen, Chen Liu, Jiaye Wu et al.*98 citations*
553. **[Joint Acne Image Grading and Counting via Label Distribution Learning ↗](https://doi.org/10.1109/iccv.2019.01074)**Xiaoping Wu, Ni Wen, Jie Liang et al.*97 citations*
554. **[Joint Syntax Representation Learning and Visual Cue Translation for Video Captioning ↗](https://doi.org/10.1109/iccv.2019.00901)**Jingyi Hou, Xinxiao Wu, Wentian Zhao et al.*97 citations*
555. **[Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection ↗](https://doi.org/10.1109/iccv.2019.00985)**Mykhailo Shvets, Wei Liu, Alexander Berg*97 citations*
556. **[Progressive Sparse Local Attention for Video Object Detection ↗](https://doi.org/10.1109/iccv.2019.00401)**Chaoxu Guo, Bin Fan, Jie Gu et al.*97 citations*
557. **[Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition ↗](https://doi.org/10.1109/iccv.2019.00384)**Kun Wei, Muli Yang, Hao Wang et al.*96 citations*
558. **[Learning to Collocate Neural Modules for Image Captioning ↗](https://doi.org/10.1109/iccv.2019.00435)**Xu Yang, Hanwang Zhang, Jianfei Cai*96 citations*
559. **[Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading ↗](https://doi.org/10.1109/iccv.2019.00080)**Xingxuan Zhang, Feng Cheng, Wang Shilin*96 citations*
560. **[Very Long Natural Scenery Image Prediction by Outpainting ↗](https://doi.org/10.1109/iccv.2019.01066)**Zongxin Yang, Jian Dong, Ping Liu et al.*96 citations*
561. **[Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ↗](https://doi.org/10.1109/iccv.2019.01025)**Shengju Qian, Keqiang Sun, Wayne Wu et al.*95 citations*
562. **[Bayesian Relational Memory for Semantic Visual Navigation ↗](https://doi.org/10.1109/iccv.2019.00286)**Yi Wu, Yuxin Wu, Aviv Tamar et al.*95 citations*
563. **[Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ↗](https://doi.org/10.1109/iccv.2019.00316)**Zhanghui Kuang, Yiming Gao, Guanbin Li et al.*95 citations*
564. **[Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution ↗](https://doi.org/10.1109/iccv.2019.00317)**Xin Deng, Ren Yang, Mai Xu et al.*95 citations*
565. **[Disentangling Propagation and Generation for Video Prediction ↗](https://doi.org/10.1109/iccv.2019.00910)**Hang Gao, Huazhe Xu, Qi-Zhi Cai et al.*94 citations*
566. **[MMAct: A Large-Scale Dataset for Cross Modal Human Action Understanding ↗](https://doi.org/10.1109/iccv.2019.00875)**Quan Kong, Ziming Wu, Ziwei Deng et al.*94 citations*
567. **[SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning ↗](https://doi.org/10.1109/iccv.2019.00706)**Yujin Chen, Zhigang Tu, Liuhao Ge et al.*94 citations*
568. **[TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo ↗](https://doi.org/10.1109/iccv.2019.01051)**Andrea Romanoni, Matteo Matteucci*94 citations*
569. **[Temporal Structure Mining for Weakly Supervised Action Detection ↗](https://doi.org/10.1109/iccv.2019.00562)**Tan Yu, Zhou Ren, Yuncheng Li et al.*94 citations*
570. **[Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision ↗](https://doi.org/10.1109/iccv.2019.01073)**Jingyu Liu, Gangming Zhao, Yu Fei et al.*93 citations*
571. **[Multimodal Style Transfer via Graph Cuts ↗](https://doi.org/10.1109/iccv.2019.00604)**Yulun Zhang, Fang Chen, Yilin Wang et al.*93 citations*
572. **[Online Model Distillation for Efficient Video Inference ↗](https://doi.org/10.1109/iccv.2019.00367)**Ravi Teja Mullapudi, Steven Chen, Keyi Zhang et al.*93 citations*
573. **[Predicting 3D Human Dynamics From Video ↗](https://doi.org/10.1109/iccv.2019.00721)**Jason Y. Zhang, Panna Felsen, Angjoo Kanazawa et al.*93 citations*
574. **[Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers ↗](https://doi.org/10.1109/iccv.2019.00487)**Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar et al.*93 citations*
575. **[Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation ↗](https://doi.org/10.1109/iccv.2019.00303)**Hong Liu, Rongrong Ji, Jie Li et al.*93 citations*
576. **[Weakly Supervised Energy-Based Learning for Action Segmentation ↗](https://doi.org/10.1109/iccv.2019.00634)**Jun Li, Peng Lei, Siniša Todorović*93 citations*
577. **[GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition ↗](https://doi.org/10.1109/iccv.2019.00920)**Fangneng Zhan, Chuhui Xue, Shijian Lu*92 citations*
578. **[Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00818)**Yu-Jhe Li, Yunchun Chen, Yen‐Yu Lin et al.*92 citations*
579. **[Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment ↗](https://doi.org/10.1109/iccv.2019.00269)**Samyak Datta, Karan Sikka, Anirban Roy et al.*91 citations*
580. **[DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild ↗](https://doi.org/10.1109/iccv.2019.00699)**Arnaud Dapogny, Matthieu Cord, Kévin Bailly*91 citations*
581. **[Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach ↗](https://doi.org/10.1109/iccv.2019.00129)**Zhenyu Wu, Karthik Suresh, Priya Narayanan et al.*90 citations*
582. **[Efficient Learning on Point Clouds With Basis Point Sets ↗](https://doi.org/10.1109/iccv.2019.00443)**Sergey Prokudin, Christoph Lassner, Javier Romero*90 citations*
583. **[Learning Similarity Conditions Without Explicit Supervision ↗](https://doi.org/10.1109/iccv.2019.01047)**Reuben Tan, Mariya I. Vasileva, Kate Saenko et al.*90 citations*
584. **[Mop Moiré Patterns Using MopNet ↗](https://doi.org/10.1109/iccv.2019.00251)**Bin He, Ce Wang, Boxin Shi et al.*90 citations*
585. **[Neural Turtle Graphics for Modeling City Road Layouts ↗](https://doi.org/10.1109/iccv.2019.00462)**Hang Chu, Daiqing Li, David Acuna et al.*90 citations*
586. **[SANet: Scene Agnostic Network for Camera Localization ↗](https://doi.org/10.1109/iccv.2019.00013)**Luwei Yang, Ziqian Bai, Chengzhou Tang et al.*90 citations*
587. **[Semantics-Enhanced Adversarial Nets for Text-to-Image Synthesis ↗](https://doi.org/10.1109/iccv.2019.01060)**Hongchen Tan, Xiuping Liu, Xin Shane Li et al.*90 citations*
588. **[Watch, Listen and Tell: Multi-Modal Weakly Supervised Dense Event Captioning ↗](https://doi.org/10.1109/iccv.2019.00900)**Tanzila Rahman, Bicheng Xu, Leonid Sigal*90 citations*
589. **[Enriched Feature Guided Refinement Network for Object Detection ↗](https://doi.org/10.1109/iccv.2019.00963)**Jing Nie, Rao Muhammad Anwer, Hisham Cholakkal et al.*89 citations*
590. **[NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection ↗](https://doi.org/10.1109/iccv.2019.00960)**Jiyang Gao, Jiang Wang, Shengyang Dai et al.*89 citations*
591. **[RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes ↗](https://doi.org/10.1109/iccv.2019.00601)**Yujing Lin, Po-Wei Wu, Che-Han Chang et al.*89 citations*
592. **[Unsupervised Video Interpolation Using Cycle Consistency ↗](https://doi.org/10.1109/iccv.2019.00098)**Fitsum A. Reda, Deqing Sun, Ayşegül Dündar et al.*89 citations*
593. **[Canonical Surface Mapping via Geometric Cycle Consistency ↗](https://doi.org/10.1109/iccv.2019.00229)**Nilesh V. Kulkarni, Shubham Tulsiani, Abhinav Kumar Gupta*88 citations*
594. **[Gaussian Affinity for Max-Margin Class Imbalanced Learning ↗](https://doi.org/10.1109/iccv.2019.00657)**Munawar Hayat, Salman Hameed Khan, Syed Waqas Zamir et al.*88 citations*
595. **[Guided Super-Resolution As Pixel-to-Pixel Transformation ↗](https://doi.org/10.1109/iccv.2019.00892)**Riccardo de Lutio, Stefano D’Aronco, Jan Dirk Wegner et al.*88 citations*
596. **[SpaceNet MVOI: A Multi-View Overhead Imagery Dataset ↗](https://doi.org/10.1109/iccv.2019.00108)**Nicholas Weir, David Lindenbaum, Alexei Bastidas et al.*88 citations*
597. **[DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction ↗](https://doi.org/10.1109/iccv.2019.00240)**Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao*87 citations*
598. **[Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural Features ↗](https://doi.org/10.1109/iccv.2019.00349)**Juhong Min, Jongmin Lee, Jean Ponce et al.*87 citations*
599. **[Optimizing the F-Measure for Threshold-Free Salient Object Detection ↗](https://doi.org/10.1109/iccv.2019.00894)**Kai Zhao, Shanghua Gao, Wenguan Wang et al.*87 citations*
600. **[Diverse Image Synthesis From Semantic Layouts via Conditional IMLE ↗](https://doi.org/10.1109/iccv.2019.00432)**Ke Li, Tianhao Zhang, Jitendra Malik*86 citations*

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