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

1,299 papers · page 6 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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501. **[MFAS: Multimodal Fusion Architecture Search ↗](https://doi.org/10.1109/cvpr.2019.00713)**Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux et al.*190 citations*
502. **[Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation ↗](https://doi.org/10.1109/cvpr.2019.01002)**Shanshan Zhao, Huan Fu, Mingming Gong et al.*188 citations*
503. **[Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing ↗](https://doi.org/10.1109/cvpr.2019.00205)**Xihui Liu, Zihao Wang, Jing Shao et al.*188 citations*
504. **[Semantic Correlation Promoted Shape-Variant Context for Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00909)**Henghui Ding, Xudong Jiang, Bing Shuai et al.*188 citations*
505. **[Multi-Source Weak Supervision for Saliency Detection ↗](https://doi.org/10.1109/cvpr.2019.00623)**Yu Zeng, Yunzhi Zhuge, Huchuan Lu et al.*187 citations*
506. **[ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving ↗](https://doi.org/10.1109/cvpr.2019.00560)**Xibin Song, Peng Wang, Dingfu Zhou et al.*186 citations*
507. **[Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images ↗](https://doi.org/10.1109/cvpr.2019.00913)**Wuyang Chen, Ziyu Jiang, Zhangyang Wang et al.*186 citations*
508. **[Grounded Video Description ↗](https://doi.org/10.1109/cvpr.2019.00674)**Luowei Zhou, Yannis Kalantidis, Xinlei Chen et al.*186 citations*
509. **[HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation ↗](https://doi.org/10.1109/cvpr.2019.00114)**Cheng Jian Sun, Chi-Wei Hsiao, Min Sun et al.*186 citations*
510. **[Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior ↗](https://doi.org/10.1109/cvpr.2019.00822)**Lizhi Wang, Chen Sun, Ying Fu et al.*186 citations*
511. **[Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning ↗](https://doi.org/10.1109/cvpr.2019.00762)**Loïc Landrieu, Mohamed Boussaha*186 citations*
512. **[Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training ↗](https://doi.org/10.1109/cvpr.2019.00126)**Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel*184 citations*
513. **[Leveraging Shape Completion for 3D Siamese Tracking ↗](https://doi.org/10.1109/cvpr.2019.00145)**Silvio Giancola, Jesus Zarzar, Bernard Ghanem*184 citations*
514. **[Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms ↗](https://doi.org/10.1109/cvpr.2019.00615)**Canyi Lu, Xi Hua Peng, Yunchao Wei*184 citations*
515. **[Predicting Future Frames Using Retrospective Cycle GAN ↗](https://doi.org/10.1109/cvpr.2019.00191)**Yong-Hoon Kwon, Min-Gyu Park*184 citations*
516. **[Representation Flow for Action Recognition ↗](https://doi.org/10.1109/cvpr.2019.01018)**AJ Piergiovanni, Michael S. Ryoo*184 citations*
517. **[Learning to Sample ↗](https://doi.org/10.1109/cvpr.2019.00287)**Oren Dovrat, Itai Lang, Shai Avidan*183 citations*
518. **[Neural Rerendering in the Wild ↗](https://doi.org/10.1109/cvpr.2019.00704)**Moustafa Meshry, Dan B Goldman, Sameh Khamis et al.*183 citations*
519. **[Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements ↗](https://doi.org/10.1109/cvpr.2019.00837)**Kaixuan Wei, Jiaolong Yang, Ying Fu et al.*183 citations*
520. **[A Neural Temporal Model for Human Motion Prediction ↗](https://doi.org/10.1109/cvpr.2019.01239)**Anand Gopalakrishnan, Ankur Mali, Daniel Kifer et al.*182 citations*
521. **[Graphonomy: Universal Human Parsing via Graph Transfer Learning ↗](https://doi.org/10.1109/cvpr.2019.00763)**Ke Gong, Yiming Gao, Xiaodan Liang et al.*182 citations*
522. **[PoseFix: Model-Agnostic General Human Pose Refinement Network ↗](https://doi.org/10.1109/cvpr.2019.00796)**Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee*182 citations*
523. **[ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis ↗](https://doi.org/10.1109/cvpr.2019.00513)**Chao Chen, Guanbin Li, Ruijia Xu et al.*181 citations*
524. **[CollaGAN: Collaborative GAN for Missing Image Data Imputation ↗](https://doi.org/10.1109/cvpr.2019.00259)**Dong-Wook Lee, Junyoung Kim, Won‐Jin Moon et al.*181 citations*
525. **[Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval ↗](https://doi.org/10.1109/cvpr.2019.00228)**Sounak Dey, Pau Riba, Anjan Dutta et al.*181 citations*
526. **[Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction ↗](https://doi.org/10.1109/cvpr.2019.00731)**Osama Makansi, Eddy Ilg, Özgün Çiçek et al.*181 citations*
527. **[Automatic Adaptation of Object Detectors to New Domains Using Self-Training ↗](https://doi.org/10.1109/cvpr.2019.00087)**Aruni RoyChowdhury, Prithvijit Chakrabarty, Ashish Singh et al.*177 citations*
528. **[Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search ↗](https://doi.org/10.1109/cvpr.2019.00936)**Xin Shane Li, Yiming Zhou, Zheng Yu Pan et al.*177 citations*
529. **[Scalable Convolutional Neural Network for Image Compressed Sensing ↗](https://doi.org/10.1109/cvpr.2019.01257)**Wuzhen Shi, Feng Jiang, Shaohui Liu et al.*176 citations*
530. **[Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks ↗](https://doi.org/10.1109/cvpr.2019.00063)**Kuan Fang, Alexander Toshev, Li Fei-Fei et al.*176 citations*
531. **[Superquadrics Revisited: Learning 3D Shape Parsing Beyond Cuboids ↗](https://doi.org/10.1109/cvpr.2019.01059)**Despoina Paschalidou, Ali Osman Ulusoy, Andreas Geiger*176 citations*
532. **[Feature Space Perturbations Yield More Transferable Adversarial Examples ↗](https://doi.org/10.1109/cvpr.2019.00723)**Nathan Inkawhich, Wei Wen, Hai Helen Li et al.*175 citations*
533. **[RAVEN: A Dataset for Relational and Analogical Visual REasoNing ↗](https://doi.org/10.1109/cvpr.2019.00546)**Chi Zhang, Feng Gao, Baoxiong Jia et al.*175 citations*
534. **[Towards High-Fidelity Nonlinear 3D Face Morphable Model ↗](https://doi.org/10.1109/cvpr.2019.00122)**Luan Tran, Feng Liu, Xiaoming Liu*174 citations*
535. **[UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos ↗](https://doi.org/10.1109/cvpr.2019.00826)**Yang Wang, Peng Wang, Zhenheng Yang et al.*173 citations*
536. **[APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs ↗](https://doi.org/10.1109/cvpr.2019.01100)**Ran Yi, Yong‐Jin Liu, Yu‐Kun Lai et al.*172 citations*
537. **[Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification ↗](https://doi.org/10.1109/cvpr.2019.00505)**Yiru Zhao, Xu Shen, Zhongming Jin et al.*172 citations*
538. **[Label Efficient Semi-Supervised Learning via Graph Filtering ↗](https://doi.org/10.1109/cvpr.2019.00981)**Qimai Li, Xiao-Ming Wu, Han Liu et al.*172 citations*
539. **[AdaptiveFace: Adaptive Margin and Sampling for Face Recognition ↗](https://doi.org/10.1109/cvpr.2019.01222)**Hao Liu, Xiangyu Zhu, Zhen Lei et al.*170 citations*
540. **[Camera Lens Super-Resolution ↗](https://doi.org/10.1109/cvpr.2019.00175)**Chang Chen, Zhiwei Xiong, Xinmei Tian et al.*170 citations*
541. **[Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset ↗](https://doi.org/10.1109/cvpr.2019.01145)**Martin Mundt, Sagnik Majumder, Sreenivas Murali et al.*169 citations*
542. **[Rethinking the Evaluation of Video Summaries ↗](https://doi.org/10.1109/cvpr.2019.00778)**Mayu Otani, Yuta Nakashima, Esa Rahtu et al.*169 citations*
543. **[Deep Fitting Degree Scoring Network for Monocular 3D Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00115)**Lijie Liu, Jiwen Lu, Chunjing Xu et al.*168 citations*
544. **[Inverse Cooking: Recipe Generation From Food Images ↗](https://doi.org/10.1109/cvpr.2019.01070)**Amaia Salvador, Michal Drozdzal, Xavier Giró-i-Nieto et al.*168 citations*
545. **[Selective Sensor Fusion for Neural Visual-Inertial Odometry ↗](https://doi.org/10.1109/cvpr.2019.01079)**Changhao Chen, Stefano Rosa, Yishu Miao et al.*168 citations*
546. **[Speech2Face: Learning the Face Behind a Voice ↗](https://doi.org/10.1109/cvpr.2019.00772)**Tae-Hyun Oh, Tali Dekel, Changil Kim et al.*168 citations*
547. **[Audio Visual Scene-Aware Dialog ↗](https://doi.org/10.1109/cvpr.2019.00774)**Huda Alamri, Vincent Cartillier, Abhishek Das et al.*167 citations*
548. **[Multi-Person Pose Estimation With Enhanced Channel-Wise and Spatial Information ↗](https://doi.org/10.1109/cvpr.2019.00582)**Kai Su, Dongdong Yu, Zhenqi Xu et al.*167 citations*
549. **[Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition ↗](https://doi.org/10.1109/cvpr.2019.00054)**Yongming Rao, Jiwen Lu, Jie Zhou*167 citations*
550. **[Striking the Right Balance With Uncertainty ↗](https://doi.org/10.1109/cvpr.2019.00019)**Salman Hameed Khan, Munawar Hayat, Syed Waqas Zamir et al.*167 citations*
551. **[Self-Supervised Convolutional Subspace Clustering Network ↗](https://doi.org/10.1109/cvpr.2019.00562)**Junjian Zhang, Chun-Guang Li, Chong You et al.*166 citations*
552. **[Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss ↗](https://doi.org/10.1109/cvpr.2019.00970)**Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto et al.*166 citations*
553. **[Attentive Relational Networks for Mapping Images to Scene Graphs ↗](https://doi.org/10.1109/cvpr.2019.00408)**Mengshi Qi, Weijian Li, Zhengyuan Yang et al.*165 citations*
554. **[Few-Shot Learning With Localization in Realistic Settings ↗](https://doi.org/10.1109/cvpr.2019.00672)**Davis Wertheimer, Bharath Hariharan*165 citations*
555. **[Unsupervised Domain-Specific Deblurring via Disentangled Representations ↗](https://doi.org/10.1109/cvpr.2019.01047)**Boyu Lu, Jun-Cheng Chen, Rama Chellappa*165 citations*
556. **[Unsupervised Learning of Dense Shape Correspondence ↗](https://doi.org/10.1109/cvpr.2019.00450)**Oshri Halimi, Or Litany, Emanuele Rodolà et al.*165 citations*
557. **[DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs ↗](https://doi.org/10.1109/cvpr.2019.00306)**Erkun Yang, Tongliang Liu, Cheng Dan Deng et al.*163 citations*
558. **[Devil Is in the Edges: Learning Semantic Boundaries From Noisy Annotations ↗](https://doi.org/10.1109/cvpr.2019.01133)**David Acuna, Amlan Kar, Sanja Fidler*162 citations*
559. **[Distraction-Aware Shadow Detection ↗](https://doi.org/10.1109/cvpr.2019.00531)**Quanlong Zheng, Xiaotian Qiao, Ying Shan Cao et al.*162 citations*
560. **[Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval ↗](https://doi.org/10.1109/cvpr.2019.00523)**Anjan Dutta, Zeynep Akata*162 citations*
561. **[The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation ↗](https://doi.org/10.1109/cvpr.2019.00689)**Chih‐Yao Ma, Zuxuan Wu, Ghassan AlRegib et al.*162 citations*
562. **[Learning Attraction Field Representation for Robust Line Segment Detection ↗](https://doi.org/10.1109/cvpr.2019.00169)**Nan Xue, Song Bai, Fudong Wang et al.*161 citations*
563. **[Deep Defocus Map Estimation Using Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2019.01250)**Junyong Lee, Sungkil Lee, Sunghyun Cho et al.*160 citations*
564. **[EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors ↗](https://doi.org/10.1109/cvpr.2019.00652)**Yanxiang Wang, Bowen Du, Yiran Shen et al.*160 citations*
565. **[FOCNet: A Fractional Optimal Control Network for Image Denoising ↗](https://doi.org/10.1109/cvpr.2019.00621)**Xixi Jia, Sanyang Liu, Xiangchu Feng et al.*160 citations*
566. **[LSTA: Long Short-Term Attention for Egocentric Action Recognition ↗](https://doi.org/10.1109/cvpr.2019.01019)**Swathikiran Sudhakaran, Sérgio Escalera, Oswald Lanz*160 citations*
567. **[Cycle-Consistency for Robust Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2019.00681)**Meet Shah, Xinlei Chen, Marcus Rohrbach et al.*158 citations*
568. **[Engaging Image Captioning via Personality ↗](https://doi.org/10.1109/cvpr.2019.01280)**Kurt Shuster, Samuel Humeau, Hexiang Hu et al.*158 citations*
569. **[Side Window Filtering ↗](https://doi.org/10.1109/cvpr.2019.00896)**Hui Yin, Yuanhao Gong, Guoping Qiu*158 citations*
570. **[Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00050)**Bohan Zhuang, Chunhua Shen, Mingkui Tan et al.*158 citations*
571. **[Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells ↗](https://doi.org/10.1109/cvpr.2019.00934)**Vladimir Nekrasov, Hao Chen, Chunhua Shen et al.*157 citations*
572. **[Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN ↗](https://doi.org/10.1109/cvpr.2019.00109)**Shiyi Lan, Ruichi Yu, Gang Yu et al.*157 citations*
573. **[Streamlined Dense Video Captioning ↗](https://doi.org/10.1109/cvpr.2019.00675)**Jonghwan Mun, Linjie Yang, Zhou Ren et al.*157 citations*
574. **[Few-Shot Adaptive Faster R-CNN ↗](https://doi.org/10.1109/cvpr.2019.00734)**Tao Wang, Xiaopeng Zhang, Li Yuan et al.*156 citations*
575. **[Spatial Fusion GAN for Image Synthesis ↗](https://doi.org/10.1109/cvpr.2019.00377)**Fangneng Zhan, Hongyuan Zhu, Shijian Lu*156 citations*
576. **[DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition ↗](https://doi.org/10.1109/cvpr.2019.00136)**Zheng Shou, Xudong Lin, Yannis Kalantidis et al.*155 citations*
577. **[Light Field Messaging With Deep Photographic Steganography ↗](https://doi.org/10.1109/cvpr.2019.00161)**Eric Wengrowski, Kristin Dana*155 citations*
578. **[Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations ↗](https://doi.org/10.1109/cvpr.2019.00677)**Hao Wu, Jiayuan Mao, Yufeng Zhang et al.*155 citations*
579. **[Convolutional Relational Machine for Group Activity Recognition ↗](https://doi.org/10.1109/cvpr.2019.00808)**Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi et al.*154 citations*
580. **[FML: Face Model Learning From Videos ↗](https://doi.org/10.1109/cvpr.2019.01107)**Ayush Tewari, Florian Bernard, Pablo Garrido et al.*154 citations*
581. **[InverseRenderNet: Learning Single Image Inverse Rendering ↗](https://doi.org/10.1109/cvpr.2019.00327)**Ye Yu, William A. P. Smith*154 citations*
582. **[A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition ↗](https://doi.org/10.1109/cvpr.2019.01231)**Xuan Son Nguyen, Luc Brun, Olivier Lézoray et al.*152 citations*
583. **[Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2019.01215)**Yunfan Liu, Qi Li, Zhenan Sun*152 citations*
584. **[Customizable Architecture Search for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2019.01191)**Yiheng Zhang, Zhaofan Qiu, Jingen Liu et al.*152 citations*
585. **[Fast Spatio-Temporal Residual Network for Video Super-Resolution ↗](https://doi.org/10.1109/cvpr.2019.01077)**Sheng Li, Fengxiang He, Bo Du et al.*152 citations*
586. **[2.5D Visual Sound ↗](https://doi.org/10.1109/cvpr.2019.00041)**Ruohan Gao, Kristen Grauman*151 citations*
587. **[D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00366)**Chien-Yi Chang, De-An Huang, Yanan Sui et al.*151 citations*
588. **[Gradient Matching Generative Networks for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00227)**Mert Bülent Sarıyıldız, Ramazan Gökberk Cinbiş*151 citations*
589. **[Regularizing Activation Distribution for Training Binarized Deep Networks ↗](https://doi.org/10.1109/cvpr.2019.01167)**Ruizhou Ding, Ting-Wu Chin, Zeye Liu et al.*151 citations*
590. **[STEP: Spatio-Temporal Progressive Learning for Video Action Detection ↗](https://doi.org/10.1109/cvpr.2019.00035)**Xitong Yang, Xiaodong Yang, Ming-Yu Liu et al.*151 citations*
591. **[Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit? ↗](https://doi.org/10.1109/cvpr.2019.00506)**Shilin Zhu, Xin Dong, Hao Su*150 citations*
592. **[In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations ↗](https://doi.org/10.1109/cvpr.2019.01116)**Ikhsanul Habibie, Weipeng Xu, Dushyant Mehta et al.*150 citations*
593. **[Octree Guided CNN With Spherical Kernels for 3D Point Clouds ↗](https://doi.org/10.1109/cvpr.2019.00986)**Huan Lei, Naveed Akhtar, Ajmal Saeed Mian*150 citations*
594. **[Query-Guided End-To-End Person Search ↗](https://doi.org/10.1109/cvpr.2019.00090)**Bharti Munjal, Sikandar Amin, Federico Tombari et al.*150 citations*
595. **[A Late Fusion CNN for Digital Matting ↗](https://doi.org/10.1109/cvpr.2019.00765)**Yunke Zhang, Lixue Gong, Lubin Fan et al.*149 citations*
596. **[Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation ↗](https://doi.org/10.1109/cvpr.2019.01089)**Wonwoong Cho, Sungha Choi, David K. Park et al.*149 citations*
597. **[Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation ↗](https://doi.org/10.1109/cvpr.2019.01000)**Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe et al.*149 citations*
598. **[Barrage of Random Transforms for Adversarially Robust Defense ↗](https://doi.org/10.1109/cvpr.2019.00669)**Edward Raff, Jared Sylvester, Steven Forsyth et al.*148 citations*
599. **[Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring ↗](https://doi.org/10.1109/cvpr.2019.00829)**Seungjun Nah, Sanghyun Son, Kyoung Mu Lee*148 citations*
600. **[Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models ↗](https://doi.org/10.1109/cvpr.2019.00634)**Daniel Ritchie, Kai Wang, Yu-An Lin*147 citations*

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