---
title: "ICCV 2019 — all accepted papers, page 4 — the most cited first"
description: "All 1,082 papers of ICCV 2019 · page 4 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 4 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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301. **[XRAI: Better Attributions Through Regions ↗](https://doi.org/10.1109/iccv.2019.00505)**Andrei Kapishnikov, Tolga Bolukbasi, Fernanda Viégas et al.*198 citations*
302. **[From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer ↗](https://doi.org/10.1109/iccv.2019.00845)**Haipeng Xiong, Hao Lü, Chengxin Liu et al.*197 citations*
303. **[Indices Matter: Learning to Index for Deep Image Matting ↗](https://doi.org/10.1109/iccv.2019.00336)**Hao Lü, Yutong Dai, Chunhua Shen et al.*196 citations*
304. **[Self-Guided Network for Fast Image Denoising ↗](https://doi.org/10.1109/iccv.2019.00260)**Shuhang Gu, Yawei Li, Luc Van Gool et al.*196 citations*
305. **[Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00370)**Limeng Qiao, Yemin Shi, Jia Li et al.*196 citations*
306. **[Co-Separating Sounds of Visual Objects ↗](https://doi.org/10.1109/iccv.2019.00398)**Ruohan Gao, Kristen Grauman*195 citations*
307. **[Instance-Guided Context Rendering for Cross-Domain Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00032)**Yanbei Chen, Xiatian Zhu, Shaogang Gong*194 citations*
308. **[TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection ↗](https://doi.org/10.1109/iccv.2019.00248)**Kyle Min, Jason J. Corso*194 citations*
309. **[Deep Tensor ADMM-Net for Snapshot Compressive Imaging ↗](https://doi.org/10.1109/iccv.2019.01032)**Jiawei Ma, Xiao-Yang Liu, Zheng Shou et al.*193 citations*
310. **[Relational Attention Network for Crowd Counting ↗](https://doi.org/10.1109/iccv.2019.00689)**Anran Zhang, Jiayi Shen, Zehao Xiao et al.*193 citations*
311. **[Structured Prediction Helps 3D Human Motion Modelling ↗](https://doi.org/10.1109/iccv.2019.00724)**Emre Aksan, Manuel Kaufmann, Otmar Hilliges*193 citations*
312. **[Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles ↗](https://doi.org/10.1109/iccv.2019.00289)**Manuel Martín, Alina Roitberg, Monica Haurilet et al.*192 citations*
313. **[Escaping Plato’s Cave: 3D Shape From Adversarial Rendering ↗](https://doi.org/10.1109/iccv.2019.01008)**Philipp Henzler, Niloy J. Mitra, Tobias Ritschel*192 citations*
314. **[How Do Neural Networks See Depth in Single Images? ↗](https://doi.org/10.1109/iccv.2019.00227)**Tom van Dijk, Guido de Croon*192 citations*
315. **[One-Shot Neural Architecture Search via Self-Evaluated Template Network ↗](https://doi.org/10.1109/iccv.2019.00378)**Xuanyi Dong, Yi Ping Yang*192 citations*
316. **[Human Motion Prediction via Spatio-Temporal Inpainting ↗](https://doi.org/10.1109/iccv.2019.00723)**Alejandro Hernandez, Jüergen Gall, Francesc Moreno*191 citations*
317. **[A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image ↗](https://doi.org/10.1109/iccv.2019.00088)**Fu Xiong, Boshen Zhang, Yang Xiao et al.*189 citations*
318. **[Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network ↗](https://doi.org/10.1109/iccv.2019.00273)**Bairui Wang, Lin Ma, Wei Zhang et al.*189 citations*
319. **[Diversity With Cooperation: Ensemble Methods for Few-Shot Classification ↗](https://doi.org/10.1109/iccv.2019.00382)**Nikita Dvornik, Julien Mairal, Cordelia Schmid*189 citations*
320. **[Human Mesh Recovery From Monocular Images via a Skeleton-Disentangled Representation ↗](https://doi.org/10.1109/iccv.2019.00545)**Yu Ming Sun, Yun Ye, Wu Liu et al.*189 citations*
321. **[Robust Change Captioning ↗](https://doi.org/10.1109/iccv.2019.00472)**Dong Huk Park, Trevor Jackson Darrell, Anna Rohrbach*189 citations*
322. **[Sparse and Imperceivable Adversarial Attacks ↗](https://doi.org/10.1109/iccv.2019.00482)**Francesco Croce, Matthias Hein*189 citations*
323. **[Unpaired Image Captioning via Scene Graph Alignments ↗](https://doi.org/10.1109/iccv.2019.01042)**Jiuxiang Gu, Shafiq Joty, Jianfei Cai et al.*188 citations*
324. **[Knowledge Distillation via Route Constrained Optimization ↗](https://doi.org/10.1109/iccv.2019.00143)**Jin Jie Xiao, Baoyun Peng, Yichao Wu et al.*187 citations*
325. **[Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/iccv.2019.00018)**Seungmin Lee, Dong-Wan Kim, Namil Kim et al.*186 citations*
326. **[Human Uncertainty Makes Classification More Robust ↗](https://doi.org/10.1109/iccv.2019.00971)**Joshua C. Peterson, Ruairidh M. Battleday, Thomas L. Griffiths et al.*186 citations*
327. **[Neural Inter-Frame Compression for Video Coding ↗](https://doi.org/10.1109/iccv.2019.00652)**Abdelaziz Djelouah, Joaquim Campos, Simone Schaub-Meyer et al.*186 citations*
328. **[Weakly-Supervised Action Localization With Background Modeling ↗](https://doi.org/10.1109/iccv.2019.00560)**Phuc Nguyen, Deva Ramanan, Charless C. Fowlkes*186 citations*
329. **[Topological Map Extraction From Overhead Images ↗](https://doi.org/10.1109/iccv.2019.00180)**Zuoyue Li, Jan Dirk Wegner, Aurélien Lucchi*185 citations*
330. **[3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization ↗](https://doi.org/10.1109/iccv.2019.00877)**Sanath Narayan, Hisham Cholakkal, Fahad Shahbaz Khan et al.*183 citations*
331. **[DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare ↗](https://doi.org/10.1109/iccv.2019.00785)**Yuanlu Xu, Song Chun Zhu, Tony Tung*182 citations*
332. **[Noise Flow: Noise Modeling With Conditional Normalizing Flows ↗](https://doi.org/10.1109/iccv.2019.00326)**Abdelrahman Abdelhamed, Marcus A. Brubaker, Michael S. Brown*182 citations*
333. **[Progressive Reconstruction of Visual Structure for Image Inpainting ↗](https://doi.org/10.1109/iccv.2019.00606)**Jingyuan Li, Fengxiang He, Lefei Zhang et al.*182 citations*
334. **[Significance-Aware Information Bottleneck for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00688)**Yawei Luo, Ping Liu, Tao Guan et al.*182 citations*
335. **[Specifying Object Attributes and Relations in Interactive Scene Generation ↗](https://doi.org/10.1109/iccv.2019.00466)**Oron Ashual, Lior Wolf*182 citations*
336. **[Unsupervised Multi-Task Feature Learning on Point Clouds ↗](https://doi.org/10.1109/iccv.2019.00825)**Kaveh Hassani, Mike Haley*182 citations*
337. **[Convolutional Character Networks ↗](https://doi.org/10.1109/iccv.2019.00922)**Linjie Xing, Zhi Tian, Weilin Huang et al.*181 citations*
338. **[Cross-Domain Adaptation for Animal Pose Estimation ↗](https://doi.org/10.1109/iccv.2019.00959)**Jinkun Cao, Hongyang Tang, Hao-Shu Fang et al.*181 citations*
339. **[Extreme View Synthesis ↗](https://doi.org/10.1109/iccv.2019.00787)**Inchang Choi, Orazio Gallo, Alejandro J. Troccoli et al.*181 citations*
340. **[CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation ↗](https://doi.org/10.1109/iccv.2019.01078)**Gang Xu, Zhigang Song, Zhuo Sun et al.*180 citations*
341. **[DADA: Depth-Aware Domain Adaptation in Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00746)**Tuan-Hung Vu, Himalaya Jain, Maxime Bucher et al.*180 citations*
342. **[Deep Mesh Reconstruction From Single RGB Images via Topology Modification Networks ↗](https://doi.org/10.1109/iccv.2019.01006)**Junyi Pan, Xiaoguang Han, Weikai Chen et al.*180 citations*
343. **[Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training ↗](https://doi.org/10.1109/iccv.2019.00042)**Avinash Ravichandran, Rahul Bhotika, Stefano Soatto*180 citations*
344. **[Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ↗](https://doi.org/10.1109/iccv.2019.01077)**Yuyin Zhou, Zhe Li, Song Bai et al.*180 citations*
345. **[What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention ↗](https://doi.org/10.1109/iccv.2019.00635)**Antonino Furnari, Giovanni Maria Farinella*180 citations*
346. **[Learning Relationships for Multi-View 3D Object Recognition ↗](https://doi.org/10.1109/iccv.2019.00760)**Ze Yang, Liwei Wang*179 citations*
347. **[AdaptIS: Adaptive Instance Selection Network ↗](https://doi.org/10.1109/iccv.2019.00745)**Konstantin Sofiiuk, Olga Barinova, Anton Konushin*178 citations*
348. **[Deep Optics for Monocular Depth Estimation and 3D Object Detection ↗](https://doi.org/10.1109/iccv.2019.01029)**Julie Chang, Gordon Wetzstein*178 citations*
349. **[Bridging the Domain Gap for Ground-to-Aerial Image Matching ↗](https://doi.org/10.1109/iccv.2019.00056)**Krishna Regmi, Mubarak A. Shah*177 citations*
350. **[Learning Joint 2D-3D Representations for Depth Completion ↗](https://doi.org/10.1109/iccv.2019.01012)**Yun Chen, Bin Yang, Ming Xuan Liang et al.*177 citations*
351. **[Distillation-Based Training for Multi-Exit Architectures ↗](https://doi.org/10.1109/iccv.2019.00144)**Mary Phuong, Christoph H. Lampert*175 citations*
352. **[Incremental Learning Using Conditional Adversarial Networks ↗](https://doi.org/10.1109/iccv.2019.00672)**Ye Xiang, Ying Fu, Pan Ji et al.*175 citations*
353. **[Learning Combinatorial Embedding Networks for Deep Graph Matching ↗](https://doi.org/10.1109/iccv.2019.00315)**Runzhong Wang, Junchi Yan, Xiaokang Yang*175 citations*
354. **[Lifelong GAN: Continual Learning for Conditional Image Generation ↗](https://doi.org/10.1109/iccv.2019.00285)**Mengyao Zhai, Lei Chen, Frederick Tung et al.*175 citations*
355. **[Switchable Whitening for Deep Representation Learning ↗](https://doi.org/10.1109/iccv.2019.00195)**Xingang Pan, Xiaohang Zhan, Jianping Shi et al.*175 citations*
356. **[Toyota Smarthome: Real-World Activities of Daily Living ↗](https://doi.org/10.1109/iccv.2019.00092)**Srijan Das, Rui Dai, Michal Koperski et al.*175 citations*
357. **[Adaptive Density Map Generation for Crowd Counting ↗](https://doi.org/10.1109/iccv.2019.00122)**Jia Wan, Antoni B. Chan*174 citations*
358. **[Detecting the Unexpected via Image Resynthesis ↗](https://doi.org/10.1109/iccv.2019.00224)**Krzysztof Lis, Krishna Kanth Nakka, Pascal Fua et al.*174 citations*
359. **[Temporal Attentive Alignment for Large-Scale Video Domain Adaptation ↗](https://doi.org/10.1109/iccv.2019.00642)**Min-Hung Chen, Zsolt Kira, Ghassan AlRegib et al.*174 citations*
360. **[Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ↗](https://doi.org/10.1109/iccv.2019.00561)**Chenxu Luo, Alan Yuille*172 citations*
361. **[Kernel Modeling Super-Resolution on Real Low-Resolution Images ↗](https://doi.org/10.1109/iccv.2019.00252)**Ruofan Zhou, Sabine E. Susstrunk*172 citations*
362. **[Learning to Paint With Model-Based Deep Reinforcement Learning ↗](https://doi.org/10.1109/iccv.2019.00880)**Zhewei Huang, Shuchang Zhou, Wen Heng*172 citations*
363. **[Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking ↗](https://doi.org/10.1109/iccv.2019.00241)**Saurabh Sharma, Pavan Teja Varigonda, Prashast Bindal et al.*172 citations*
364. **[PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data ↗](https://doi.org/10.1109/iccv.2019.00030)**Zheng Tang, Milind Naphade, Stan T. Birchfield et al.*172 citations*
365. **[ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal ↗](https://doi.org/10.1109/iccv.2019.01031)**Bin Ding, Chengjiang Long, Ling Zhang et al.*170 citations*
366. **[DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense ↗](https://doi.org/10.1109/iccv.2019.00205)**Hang Zhou, Kejiang Chen, Weiming Zhang et al.*169 citations*
367. **[VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation ↗](https://doi.org/10.1109/iccv.2019.01061)**Ruiyun Yu, Xiaoqi Wang, Xiaohui S. Xie*168 citations*
368. **[Graph-Based Object Classification for Neuromorphic Vision Sensing ↗](https://doi.org/10.1109/iccv.2019.00058)**Yin Bi, Aaron Chadha, Alhabib Abbas et al.*167 citations*
369. **[A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00817)**Lei Qi, Lei Wang, Jing Huo et al.*166 citations*
370. **[Counterfactual Critic Multi-Agent Training for Scene Graph Generation ↗](https://doi.org/10.1109/iccv.2019.00471)**Long Chen, Hanwang Zhang, Jun Xiao et al.*166 citations*
371. **[Attribute Attention for Semantic Disambiguation in Zero-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00680)**Yang Liu, Jishun Guo, Deng Cai et al.*165 citations*
372. **[Content and Style Disentanglement for Artistic Style Transfer ↗](https://doi.org/10.1109/iccv.2019.00452)**Dmytro Kotovenko, Artsiom Sanakoyeu, Sabine Lang et al.*165 citations*
373. **[SROBB: Targeted Perceptual Loss for Single Image Super-Resolution ↗](https://doi.org/10.1109/iccv.2019.00280)**Mohammad Saeed Rad, Behzad Bozorgtabar, Urs-Viktor Marti et al.*163 citations*
374. **[WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object Detection ↗](https://doi.org/10.1109/iccv.2019.00838)**Zhaoyang Zeng, Bei Liu, Jianlong Fu et al.*163 citations*
375. **[Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation ↗](https://doi.org/10.1109/iccv.2019.00423)**Qiqi Hou, Feng Liu*162 citations*
376. **[Bilinear Attention Networks for Person Retrieval ↗](https://doi.org/10.1109/iccv.2019.00812)**Pengfei Fang, Jieming Zhou, Soumava Kumar Roy et al.*161 citations*
377. **[Language-Conditioned Graph Networks for Relational Reasoning ↗](https://doi.org/10.1109/iccv.2019.01039)**Ronghang Hu, Anna Rohrbach, Trevor Jackson Darrell et al.*160 citations*
378. **[Self-Critical Attention Learning for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00973)**Guangyi Chen, Chunze Lin, Liangliang Ren et al.*160 citations*
379. **[SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.00107)**Liang Du, Jingang Tan, Hongye Yang et al.*159 citations*
380. **[Spectral Feature Transformation for Person Re-Identification ↗](https://doi.org/10.1109/iccv.2019.00508)**Chuanchen Luo, Yuntao Chen, Naiyan Wang et al.*158 citations*
381. **[Localization of Deep Inpainting Using High-Pass Fully Convolutional Network ↗](https://doi.org/10.1109/iccv.2019.00839)**Haodong Li, Jiwu Huang*156 citations*
382. **[Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images ↗](https://doi.org/10.1109/iccv.2019.00232)**Valentin Gabeur, Jean-Sébastien Franco, Xavier Martin et al.*156 citations*
383. **[Zero-Shot Grounding of Objects From Natural Language Queries ↗](https://doi.org/10.1109/iccv.2019.00479)**Arka Sadhu, Kan Chen, Ram Nevatia*156 citations*
384. **[3D Instance Segmentation via Multi-Task Metric Learning ↗](https://doi.org/10.1109/iccv.2019.00935)**Jean Lahoud, Bernard Ghanem, Martin R. Oswald et al.*155 citations*
385. **[Event-Based Motion Segmentation by Motion Compensation ↗](https://doi.org/10.1109/iccv.2019.00734)**Timo Stoffregen, Guillermo Gallego, Tom W. Drummond et al.*155 citations*
386. **[Task-Driven Modular Networks for Zero-Shot Compositional Learning ↗](https://doi.org/10.1109/iccv.2019.00369)**Senthil Purushwalkam, Maximilian Nickel, Abhinav Gupta et al.*155 citations*
387. **[Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00855)**Fusheng Hao, Fengxiang He, Jun Sheng Cheng et al.*154 citations*
388. **[Re-ID Driven Localization Refinement for Person Search ↗](https://doi.org/10.1109/iccv.2019.00991)**Chuchu Han, Jiacheng Ye, Yunshan Zhong et al.*154 citations*
389. **[Image Generation From Small Datasets via Batch Statistics Adaptation ↗](https://doi.org/10.1109/iccv.2019.00284)**Atsuhiro Noguchi, Tatsuya Harada*153 citations*
390. **[Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting ↗](https://doi.org/10.1109/iccv.2019.00847)**Chenfeng Xu, Kai Qiu, Jianlong Fu et al.*153 citations*
391. **[Symmetry-Constrained Rectification Network for Scene Text Recognition ↗](https://doi.org/10.1109/iccv.2019.00924)**Mingkun Yang, Yushuo Guan, Minghui Liao et al.*153 citations*
392. **[Unsupervised Deep Learning for Structured Shape Matching ↗](https://doi.org/10.1109/iccv.2019.00170)**Jean-Michel Roufosse, Abhishek Sharma, Maks Ovsjanikov*153 citations*
393. **[Variational Few-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00177)**Jian Zhang, Chenglong Zhao, Bingbing Ni et al.*152 citations*
394. **[GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection ↗](https://doi.org/10.1109/iccv.2019.00829)**Jue Wang, Anoop Cherian*151 citations*
395. **[Learning Spatial Awareness to Improve Crowd Counting ↗](https://doi.org/10.1109/iccv.2019.00625)**Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai et al.*151 citations*
396. **[GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping ↗](https://doi.org/10.1109/iccv.2019.00883)**Erhan Gündoğdu, Victor Constantin, Amrollah Seifoddini et al.*150 citations*
397. **[HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips ↗](https://doi.org/10.1109/iccv.2019.00272)**Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac et al.*149 citations*
398. **[Self-Supervised Moving Vehicle Tracking With Stereo Sound ↗](https://doi.org/10.1109/iccv.2019.00715)**Chuang Gan, Hang Zhao, Peihao Chen et al.*149 citations*
399. **[Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding ↗](https://doi.org/10.1109/iccv.2019.00654)**Linxiao Yang, Ngai Man Cheung, Jiaying Li et al.*148 citations*
400. **[Ground-to-Aerial Image Geo-Localization With a Hard Exemplar Reweighting Triplet Loss ↗](https://doi.org/10.1109/iccv.2019.00848)**Sudong Cai, Yulan Guo, Salman Hameed Khan et al.*148 citations*

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