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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019: all accepted papers

1,299 papers · page 7 of 13 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2019/)

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601. **[Look Back and Predict Forward in Image Captioning ↗](https://doi.org/10.1109/cvpr.2019.00856)**Yu Xia Qin, Jiajun Du, Yonghua Zhang et al.*147 citations*
602. **[Video Summarization by Learning From Unpaired Data ↗](https://doi.org/10.1109/cvpr.2019.00809)**Mrigank Rochan, Yang Wang*147 citations*
603. **[Wide-Area Crowd Counting via Ground-Plane Density Maps and Multi-View Fusion CNNs ↗](https://doi.org/10.1109/cvpr.2019.00849)**Qi Zhang, Antoni B. Chan*147 citations*
604. **[DARNet: Deep Active Ray Network for Building Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00761)**Dominic Cheng, Renjie Liao, Sanja Fidler et al.*146 citations*
605. **[Focus Is All You Need: Loss Functions for Event-Based Vision ↗](https://doi.org/10.1109/cvpr.2019.01256)**Guillermo Gallego, Mathias Gehrig, Davide Scaramuzza*146 citations*
606. **[Learning to Detect Human-Object Interactions With Knowledge ↗](https://doi.org/10.1109/cvpr.2019.00212)**Bingjie Xu, Yongkang Wong, Junnan Li et al.*146 citations*
607. **[SFNet: Learning Object-Aware Semantic Correspondence ↗](https://doi.org/10.1109/cvpr.2019.00238)**Junghyup Lee, Dohyung Kim, Jean Ponce et al.*146 citations*
608. **[Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation ↗](https://doi.org/10.1109/cvpr.2019.00690)**Liyiming Ke, Xiujun Li, Yonatan Bisk et al.*146 citations*
609. **[DuLa-Net: A Dual-Projection Network for Estimating Room Layouts From a Single RGB Panorama ↗](https://doi.org/10.1109/cvpr.2019.00348)**Shang-Ta Yang, Fu-En Wang, Chi‐Han Peng et al.*145 citations*
610. **[Iterative Normalization: Beyond Standardization Towards Efficient Whitening ↗](https://doi.org/10.1109/cvpr.2019.00501)**Lei Huang, Yi Zhou, Fan Zhu et al.*145 citations*
611. **[Max-Sliced Wasserstein Distance and Its Use for GANs ↗](https://doi.org/10.1109/cvpr.2019.01090)**Ishan Deshpande, Yuan-Ting Hu, Ruoyu Sun et al.*145 citations*
612. **[When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images ↗](https://doi.org/10.1109/cvpr.2019.00163)**Mahmoud Afifi, Brian L. Price, Scott D. Cohen et al.*145 citations*
613. **[Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation ↗](https://doi.org/10.1109/cvpr.2019.00462)**Hao Zhu, Xinxin Zuo, Sen Wang et al.*144 citations*
614. **[Embodied Question Answering in Photorealistic Environments With Point Cloud Perception ↗](https://doi.org/10.1109/cvpr.2019.00682)**Erik Wijmans, Samyak Datta, Oleksandr Maksymets et al.*143 citations*
615. **[R²GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network ↗](https://doi.org/10.1109/cvpr.2019.01174)**Bin Zhu, Chong‐Wah Ngo, Jingjing Chen et al.*143 citations*
616. **[Neural RGB®D Sensing: Depth and Uncertainty From a Video Camera ↗](https://doi.org/10.1109/cvpr.2019.01124)**Chao Liu, Jinwei Gu, Kihwan Kim et al.*142 citations*
617. **[Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology ↗](https://doi.org/10.1109/cvpr.2019.01288)**Hiroki Tokunaga, Yuki Teramoto, Akihiko Yoshizawa et al.*141 citations*
618. **[Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks ↗](https://doi.org/10.1109/cvpr.2019.01154)**Seungjoo Yoo, Hyojin Bahng, Sunghyo Chung et al.*141 citations*
619. **[ScratchDet: Training Single-Shot Object Detectors From Scratch ↗](https://doi.org/10.1109/cvpr.2019.00237)**Rui Zhu, Shifeng Zhang, Xiaobo Wang et al.*141 citations*
620. **[Spatial-Aware Graph Relation Network for Large-Scale Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00952)**Hang Xu, Chenhan Jiang, Xiaodan Liang et al.*141 citations*
621. **[Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2019.00931)**Jörg Wagner, Jan M. Köhler, Tobias Gindele et al.*140 citations*
622. **[Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection ↗](https://doi.org/10.1109/cvpr.2019.01219)**Xuesong Niu, Hu Han, Songfan Yang et al.*140 citations*
623. **[Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks ↗](https://doi.org/10.1109/cvpr.2019.00360)**Meilu Zhu, Daming Shi, Mingjie Zheng et al.*140 citations*
624. **[Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech ↗](https://doi.org/10.1109/cvpr.2019.01095)**Aditya Deshpande, Jyoti Aneja, Liwei Wang et al.*139 citations*
625. **[Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning ↗](https://doi.org/10.1109/cvpr.2019.00201)**Chen Wei, Lingxi Xie, Xutong Ren et al.*139 citations*
626. **[Learning Cross-Modal Embeddings With Adversarial Networks for Cooking Recipes and Food Images ↗](https://doi.org/10.1109/cvpr.2019.01184)**Hao Wang, Doyen Sahoo, Chenghao Liu et al.*139 citations*
627. **[Monocular Depth Estimation Using Relative Depth Maps ↗](https://doi.org/10.1109/cvpr.2019.00996)**Jae-Han Lee, Chang‐Su Kim*139 citations*
628. **[Natural and Realistic Single Image Super-Resolution With Explicit Natural Manifold Discrimination ↗](https://doi.org/10.1109/cvpr.2019.00831)**Jae Woong Soh, Gu Yong Park, Junho Jo et al.*139 citations*
629. **[Out-Of-Distribution Detection for Generalized Zero-Shot Action Recognition ↗](https://doi.org/10.1109/cvpr.2019.01022)**Devraj Mandal, Sanath Narayan, Sai Kumar Dwivedi et al.*139 citations*
630. **[Single Image Depth Estimation Trained via Depth From Defocus Cues ↗](https://doi.org/10.1109/cvpr.2019.00787)**Shir Gur, Lior Wolf*139 citations*
631. **[Unsupervised Part-Based Disentangling of Object Shape and Appearance ↗](https://doi.org/10.1109/cvpr.2019.01121)**Dominik Lorenz, Leonard F. Bereska, Timo Milbich et al.*139 citations*
632. **[A Theory of Fermat Paths for Non-Line-Of-Sight Shape Reconstruction ↗](https://doi.org/10.1109/cvpr.2019.00696)**Shumian Xin, Sotiris Nousias, Kiriakos N. Kutulakos et al.*138 citations*
633. **[Hardness-Aware Deep Metric Learning ↗](https://doi.org/10.1109/cvpr.2019.00016)**Wenzhao Zheng, Zhaodong Chen, Jiwen Lu et al.*138 citations*
634. **[Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition ↗](https://doi.org/10.1109/cvpr.2019.00285)**Yaping Zhang, Shuai Nie, Wenju Liu et al.*138 citations*
635. **[Towards Natural and Accurate Future Motion Prediction of Humans and Animals ↗](https://doi.org/10.1109/cvpr.2019.01024)**Zhenguang Liu, Shuang Wu, Shuyuan Jin et al.*138 citations*
636. **[ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00262)**Tuan-Hung Vu, Himalaya Jain, Maxime Bucher et al.*137 citations*
637. **[An End-To-End Network for Panoptic Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00633)**Huanyu Liu, Chao Peng, Changqian Yu et al.*137 citations*
638. **[Learning to Cluster Faces on an Affinity Graph ↗](https://doi.org/10.1109/cvpr.2019.00240)**Lei Yang, Xiaohang Zhan, Dapeng Chen et al.*137 citations*
639. **[Less Is More: Learning Highlight Detection From Video Duration ↗](https://doi.org/10.1109/cvpr.2019.00135)**Bo Xiong, Yannis Kalantidis, Deepti Ghadiyaram et al.*137 citations*
640. **[Parsing R-CNN for Instance-Level Human Analysis ↗](https://doi.org/10.1109/cvpr.2019.00045)**Lu Yang, Qing Song, Zhihui Wang et al.*137 citations*
641. **[Progressive Teacher-Student Learning for Early Action Prediction ↗](https://doi.org/10.1109/cvpr.2019.00367)**Xionghui Wang, Jian–Fang Hu, Jianhuang Lai et al.*137 citations*
642. **[Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video ↗](https://doi.org/10.1109/cvpr.2019.00907)**Samvit Jain, Xin Wang, Joseph E. Gonzalez*136 citations*
643. **[Leveraging Heterogeneous Auxiliary Tasks to Assist Crowd Counting ↗](https://doi.org/10.1109/cvpr.2019.01302)**Muming Zhao, Jian Zhang, Chongyang Zhang et al.*136 citations*
644. **[Adversarial Attacks Beyond the Image Space ↗](https://doi.org/10.1109/cvpr.2019.00443)**Xiaohui Zeng, Chenxi Liu, Yu-Siang Wang et al.*135 citations*
645. **[Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression ↗](https://doi.org/10.1109/cvpr.2019.00291)**Yuchao Li, Shaohui Lin, Baochang Zhang et al.*135 citations*
646. **[Good News, Everyone! Context Driven Entity-Aware Captioning for News Images ↗](https://doi.org/10.1109/cvpr.2019.01275)**Ali Furkan Biten, Lluís Gómez, Marçal Rusiñol et al.*135 citations*
647. **[NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences ↗](https://doi.org/10.1109/cvpr.2019.00030)**Chen Zhao, Zhiguo Cao, Chi Li et al.*135 citations*
648. **[Self-Calibrating Deep Photometric Stereo Networks ↗](https://doi.org/10.1109/cvpr.2019.00894)**Guanying Chen, Kai Han, Boxin Shi et al.*135 citations*
649. **[Towards Accurate One-Stage Object Detection With AP-Loss ↗](https://doi.org/10.1109/cvpr.2019.00526)**Kean Chen, Jianguo Li, Weiyao Lin et al.*134 citations*
650. **[Triangulation Learning Network: From Monocular to Stereo 3D Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00780)**Zengyi Qin, Jinglu Wang, Yan Lu*134 citations*
651. **[RENAS: Reinforced Evolutionary Neural Architecture Search ↗](https://doi.org/10.1109/cvpr.2019.00492)**Yukang Chen, Gaofeng Meng, Qian Zhang et al.*133 citations*
652. **[Stochastic Class-Based Hard Example Mining for Deep Metric Learning ↗](https://doi.org/10.1109/cvpr.2019.00742)**Yumin Suh, Bohyung Han, Wonsik Kim et al.*133 citations*
653. **[PEPSI : Fast Image Inpainting With Parallel Decoding Network ↗](https://doi.org/10.1109/cvpr.2019.01162)**Min-Cheol Sagong, Yong-Goo Shin, Seung‐Wook Kim et al.*132 citations*
654. **[Robust Histopathology Image Analysis: To Label or to Synthesize? ↗](https://doi.org/10.1109/cvpr.2019.00873)**Le Hou, Ayush Agarwal, Dimitris Samaras et al.*132 citations*
655. **[Connecting Touch and Vision via Cross-Modal Prediction ↗](https://doi.org/10.1109/cvpr.2019.01086)**Yunzhu Li, Jun-Yan Zhu, Russ Tedrake et al.*131 citations*
656. **[Mask-Guided Portrait Editing With Conditional GANs ↗](https://doi.org/10.1109/cvpr.2019.00355)**Shuyang Gu, Jianmin Bao, Hao Yang et al.*131 citations*
657. **[Single Image Reflection Removal Beyond Linearity ↗](https://doi.org/10.1109/cvpr.2019.00389)**Qiang Wen, Yinjie Tan, Jing Qin et al.*131 citations*
658. **[Unsupervised Learning of Action Classes With Continuous Temporal Embedding ↗](https://doi.org/10.1109/cvpr.2019.01234)**Anna Kukleva, Hilde Kuehne, Fadime Şener et al.*131 citations*
659. **[Dense Depth Posterior (DDP) From Single Image and Sparse Range ↗](https://doi.org/10.1109/cvpr.2019.00347)**Yanchao Yang, Alex Wong, Stefano Soatto*130 citations*
660. **[Fast Spatially-Varying Indoor Lighting Estimation ↗](https://doi.org/10.1109/cvpr.2019.00707)**Mathieu Garon, Kalyan Sunkavalli, Sunil Hadap et al.*130 citations*
661. **[FilterReg: Robust and Efficient Probabilistic Point-Set Registration Using Gaussian Filter and Twist Parameterization ↗](https://doi.org/10.1109/cvpr.2019.01135)**Wei Gao, Russ Tedrake*130 citations*
662. **[Efficient Online Multi-Person 2D Pose Tracking With Recurrent Spatio-Temporal Affinity Fields ↗](https://doi.org/10.1109/cvpr.2019.00475)**Yaadhav Raaj, Haroon Idrees, Gines Hidalgo et al.*129 citations*
663. **[FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery ↗](https://doi.org/10.1109/cvpr.2019.00665)**Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee*128 citations*
664. **[Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy ↗](https://doi.org/10.1109/cvpr.2019.00738)**Aoxue Li, Tiange Luo, Zhiwu Lu et al.*128 citations*
665. **[Unsupervised Person Image Generation With Semantic Parsing Transformation ↗](https://doi.org/10.1109/cvpr.2019.00246)**Sijie Song, Wei Zhang, Jiaying Liu et al.*128 citations*
666. **[d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding ↗](https://doi.org/10.1109/cvpr.2019.00260)**Xiang Xu, Xiong Hui Zhou, Ragav Venkatesan et al.*128 citations*
667. **[A Bayesian Perspective on the Deep Image Prior ↗](https://doi.org/10.1109/cvpr.2019.00559)**Zezhou Cheng, Matheus Gadelha, Subhransu Maji et al.*127 citations*
668. **[GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2019.00846)**Xinhong Ma, Tianzhu Zhang, Changsheng Xu*127 citations*
669. **[UniformFace: Learning Deep Equidistributed Representation for Face Recognition ↗](https://doi.org/10.1109/cvpr.2019.00353)**Yueqi Duan, Jiwen Lu, Jie Zhou*127 citations*
670. **[CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth ↗](https://doi.org/10.1109/cvpr.2019.01210)**José M. Fácil, Benjamin Ummenhofer, Huizhong Zhou et al.*126 citations*
671. **[Learning-Based Sampling for Natural Image Matting ↗](https://doi.org/10.1109/cvpr.2019.00317)**Jingwei Tang, Yağız Aksoy, Cengiz Öztireli et al.*126 citations*
672. **[SCOPS: Self-Supervised Co-Part Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00096)**Wei-Chih Hung, Varun Jampani, Sifei Liu et al.*126 citations*
673. **[3D Local Features for Direct Pairwise Registration ↗](https://doi.org/10.1109/cvpr.2019.00336)**Haowen Deng, Tolga Birdal, Slobodan Ilić*125 citations*
674. **[BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation ↗](https://doi.org/10.1109/cvpr.2019.00124)**Wanhua Li, Jiwen Lu, Jianjiang Feng et al.*125 citations*
675. **[Kernel Transformer Networks for Compact Spherical Convolution ↗](https://doi.org/10.1109/cvpr.2019.00967)**Yu-Chuan Su, Kristen Grauman*125 citations*
676. **[Photo Wake-Up: 3D Character Animation From a Single Photo ↗](https://doi.org/10.1109/cvpr.2019.00606)**Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman*125 citations*
677. **[Reasoning Visual Dialogs With Structural and Partial Observations ↗](https://doi.org/10.1109/cvpr.2019.00683)**Zilong Zheng, Wenguan Wang, Siyuan Qi et al.*125 citations*
678. **[3DN: 3D Deformation Network ↗](https://doi.org/10.1109/cvpr.2019.00113)**Weiyue Wang, Duygu Ceylan, Radomír Měch et al.*124 citations*
679. **[Aggregation Cross-Entropy for Sequence Recognition ↗](https://doi.org/10.1109/cvpr.2019.00670)**Zecheng Xie, Yao‐Xiong Huang, Yuanzhi Zhu et al.*124 citations*
680. **[Deep Sky Modeling for Single Image Outdoor Lighting Estimation ↗](https://doi.org/10.1109/cvpr.2019.00709)**Yannick Hold-Geoffroy, Akshaya Athawale, Jean‐François Lalonde*123 citations*
681. **[Rob-GAN: Generator, Discriminator, and Adversarial Attacker ↗](https://doi.org/10.1109/cvpr.2019.01149)**Xuanqing Liu, Cho‐Jui Hsieh*123 citations*
682. **[Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data ↗](https://doi.org/10.1109/cvpr.2019.00800)**Yaoyao Zhong, Weihong Deng, Mei Wang et al.*123 citations*
683. **[Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00079)**Yunhang Shen, Rongrong Ji, Yan Wang et al.*122 citations*
684. **[Deep Rigid Instance Scene Flow ↗](https://doi.org/10.1109/cvpr.2019.00373)**Wei-Chiu Ma, Shenlong Wang, Rui Hu et al.*122 citations*
685. **[Detection Based Defense Against Adversarial Examples From the Steganalysis Point of View ↗](https://doi.org/10.1109/cvpr.2019.00496)**Jiayang Liu, Weiming Zhang, Yiwei Zhang et al.*122 citations*
686. **[MVF-Net: Multi-View 3D Face Morphable Model Regression ↗](https://doi.org/10.1109/cvpr.2019.00105)**Fanzi Wu, Linchao Bao, Yajing Chen et al.*122 citations*
687. **[Recursive Visual Attention in Visual Dialog ↗](https://doi.org/10.1109/cvpr.2019.00684)**Yulei Niu, Hanwang Zhang, Manli Zhang et al.*122 citations*
688. **[RegularFace: Deep Face Recognition via Exclusive Regularization ↗](https://doi.org/10.1109/cvpr.2019.00123)**Kai Zhao, Jingyi Xu, Ming‐Ming Cheng*122 citations*
689. **[CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00618)**Lu Zhang, Jianming Zhang, Zhe Lin et al.*121 citations*
690. **[Inverse Path Tracing for Joint Material and Lighting Estimation ↗](https://doi.org/10.1109/cvpr.2019.00255)**Dejan Azinović, Tzu‐Mao Li, Anton Kaplanyan et al.*121 citations*
691. **[Networks for Joint Affine and Non-Parametric Image Registration ↗](https://doi.org/10.1109/cvpr.2019.00435)**Zhengyang Shen, Han Xu, Zhenlin Xu et al.*121 citations*
692. **[Neural Illumination: Lighting Prediction for Indoor Environments ↗](https://doi.org/10.1109/cvpr.2019.00708)**Shuran Song, Thomas A. Funkhouser*121 citations*
693. **[Frame-Consistent Recurrent Video Deraining With Dual-Level Flow ↗](https://doi.org/10.1109/cvpr.2019.00176)**Wenhan Yang, Jiaying Liu, Jiashi Feng*120 citations*
694. **[LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00671)**Amit Alfassy, Leonid Karlinsky, Amit Aides et al.*120 citations*
695. **[Learning Metrics From Teachers: Compact Networks for Image Embedding ↗](https://doi.org/10.1109/cvpr.2019.00302)**Lu Yu, Vacit Oguz Yazici, Xialei Liu et al.*120 citations*
696. **[Fully Automatic Video Colorization With Self-Regularization and Diversity ↗](https://doi.org/10.1109/cvpr.2019.00387)**Chenyang Lei, Qifeng Chen*119 citations*
697. **[Leveraging Crowdsourced GPS Data for Road Extraction From Aerial Imagery ↗](https://doi.org/10.1109/cvpr.2019.00769)**Tao Sun, Zonglin Di, Pengyu Che et al.*119 citations*
698. **[Grounding Human-To-Vehicle Advice for Self-Driving Vehicles ↗](https://doi.org/10.1109/cvpr.2019.01084)**Jinkyu Kim, Teruhisa Misu, Yi-Ting Chen et al.*118 citations*
699. **[Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration ↗](https://doi.org/10.1109/cvpr.2019.00876)**De-An Huang, Suraj Nair, Danfei Xu et al.*118 citations*
700. **[Object Counting and Instance Segmentation With Image-Level Supervision ↗](https://doi.org/10.1109/cvpr.2019.01268)**Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan et al.*118 citations*

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