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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021: all accepted papers

1,667 papers · page 14 of 17 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/)

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1301. **[MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes ↗](https://doi.org/10.1109/cvpr46437.2021.00890)**Zhikai Chen, Lingxi Xie, Shanmin Pang et al.*30 citations*
1302. **[Meta-Mining Discriminative Samples for Kinship Verification ↗](https://doi.org/10.1109/cvpr46437.2021.01587)**Wanhua Li, Shiwei Wang, Jiwen Lu et al.*30 citations*
1303. **[POSEFusion: Pose-guided Selective Fusion for Single-view Human Volumetric Capture ↗](https://doi.org/10.1109/cvpr46437.2021.01394)**Zhe Li, Tao Yu, Zerong Zheng et al.*30 citations*
1304. **[Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? ↗](https://doi.org/10.1109/cvpr46437.2021.00814)**Ruoxi Jia, Fan Wu, Xuehui Sun et al.*30 citations*
1305. **[Single-Stage Instance Shadow Detection with Bidirectional Relation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00007)**Tianyu Wang, Xiaowei Hu, Chi‐Wing Fu et al.*30 citations*
1306. **[Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision ↗](https://doi.org/10.1109/cvpr46437.2021.00263)**Zhenzhen Weng, Mehmet Giray Ogut, Shai Limonchik et al.*30 citations*
1307. **[Unsupervised Object Detection with LiDAR Clues ↗](https://doi.org/10.1109/cvpr46437.2021.00590)**Hao Tian, Yuntao Chen, Jifeng Dai et al.*30 citations*
1308. **[Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings ↗](https://doi.org/10.1109/cvpr46437.2021.01612)**Jaskirat Singh, Liang Zheng*29 citations*
1309. **[Connecting What to Say With Where to Look by Modeling Human Attention Traces ↗](https://doi.org/10.1109/cvpr46437.2021.01249)**Zihang Meng, Licheng Yu, Ning Zhang et al.*29 citations*
1310. **[DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates ↗](https://doi.org/10.1109/cvpr46437.2021.00008)**Minghua Liu, Minhyuk Sung, Radomír Měch et al.*29 citations*
1311. **[Efficient Initial Pose-graph Generation for Global SfM ↗](https://doi.org/10.1109/cvpr46437.2021.01431)**Dániel Baráth, Dmytro Mishkin, Iván Eichhardt et al.*29 citations*
1312. **[Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion ↗](https://doi.org/10.1109/cvpr46437.2021.00249)**Cheng Chi, Qingjie Wang, Tianyu Hao et al.*29 citations*
1313. **[Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization ↗](https://doi.org/10.1109/cvpr46437.2021.01260)**Long Zhao, Yuxiao Wang, Jiaping Zhao et al.*29 citations*
1314. **[One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking ↗](https://doi.org/10.1109/cvpr46437.2021.01626)**Minghao Chen, Jianlong Fu, Haibin Ling*29 citations*
1315. **[PatchMatch-Based Neighborhood Consensus for Semantic Correspondence ↗](https://doi.org/10.1109/cvpr46437.2021.01295)**Jae Yong Lee, Joseph DeGol, Victor Fragoso et al.*29 citations*
1316. **[Real-Time Sphere Sweeping Stereo from Multiview Fisheye Images ↗](https://doi.org/10.1109/cvpr46437.2021.01126)**Andréas Meuleman, Hyeonjoong Jang, Daniel S. Jeon et al.*29 citations*
1317. **[Searching for Fast Model Families on Datacenter Accelerators ↗](https://doi.org/10.1109/cvpr46437.2021.00799)**Sheng Li, Mingxing Tan, Ruoming Pang et al.*29 citations*
1318. **[Self-supervised Geometric Perception ↗](https://doi.org/10.1109/cvpr46437.2021.01412)**Heng Yang, Wei Dong, Luca Carlone et al.*29 citations*
1319. **[Transitional Adaptation of Pretrained Models for Visual Storytelling ↗](https://doi.org/10.1109/cvpr46437.2021.01247)**Youngjae Yu, Jiwan Chung, Heeseung Yun et al.*29 citations*
1320. **[Wide-Baseline Multi-Camera Calibration using Person Re-Identification ↗](https://doi.org/10.1109/cvpr46437.2021.01293)**Yan Lei Xu, Yu-Jhe Li, Xinshuo Weng et al.*29 citations*
1321. **[AQD: Towards Accurate Quantized Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00017)**Peng Chen, Jing Liu, Bohan Zhuang et al.*28 citations*
1322. **[Birds of a Feather: Capturing Avian Shape Models from Images ↗](https://doi.org/10.1109/cvpr46437.2021.01450)**Yufu Wang, Nikos Kolotouros, Kostas Daniilidis et al.*28 citations*
1323. **[Deep Optimized Priors for 3D Shape Modeling and Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.00328)**Mingyue Yang, Yuxin Wen, Weikai Chen et al.*28 citations*
1324. **[End-to-end High Dynamic Range Camera Pipeline Optimization ↗](https://doi.org/10.1109/cvpr46437.2021.00623)**Nicolas Robidoux, Dong-Eun Seo, Federico Ariza et al.*28 citations*
1325. **[How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines ↗](https://doi.org/10.1109/cvpr46437.2021.01541)**Kunal Chelani, Fredrik Kahl, Torsten Sattler*28 citations*
1326. **[IronMask: Modular Architecture for Protecting Deep Face Template ↗](https://doi.org/10.1109/cvpr46437.2021.01586)**Sunpill Kim, Yunseong Jeong, Jinsu Kim et al.*28 citations*
1327. **[Learning a Non-blind Deblurring Network for Night Blurry Images ↗](https://doi.org/10.1109/cvpr46437.2021.01040)**Liang Chen, Jiawei Zhang, Jinshan Pan et al.*28 citations*
1328. **[MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation ↗](https://doi.org/10.1109/cvpr46437.2021.01341)**Tianxiang Ma, Bo Peng, Wei Wang et al.*28 citations*
1329. **[Monte Carlo Scene Search for 3D Scene Understanding ↗](https://doi.org/10.1109/cvpr46437.2021.01359)**Shreyas Hampali, Sinisa Stekovic, Sayan Deb Sarkar et al.*28 citations*
1330. **[Real-Time Selfie Video Stabilization ↗](https://doi.org/10.1109/cvpr46437.2021.01186)**Jiyang Yu, Ravi Ramamoorthi, Keli Cheng et al.*28 citations*
1331. **[Square Root Bundle Adjustment for Large-Scale Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.01155)**Nikolaus Demmel, Christiane Sommer, Daniel Cremers et al.*28 citations*
1332. **[Bridging the Visual Gap: Wide-Range Image Blending ↗](https://doi.org/10.1109/cvpr46437.2021.00090)**Chia-Ni Lu, Ya-Chu Chang, Wei-Chen Chiu*27 citations*
1333. **[Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias ↗](https://doi.org/10.1109/cvpr46437.2021.01550)**Yunhan Zhao, Shu Kong, Charless C. Fowlkes*27 citations*
1334. **[ChallenCap: Monocular 3D Capture of Challenging Human Performances using Multi-Modal References ↗](https://doi.org/10.1109/cvpr46437.2021.01124)**Yannan He, Anqi Pang, Xin Chen et al.*27 citations*
1335. **[Divergence Optimization for Noisy Universal Domain Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.00254)**Qing Yu, Atsushi Hashimoto, Yoshitaka Ushiku*27 citations*
1336. **[Flow Guided Transformable Bottleneck Networks for Motion Retargeting ↗](https://doi.org/10.1109/cvpr46437.2021.01065)**Jian Ren, Menglei Chai, Oliver J. Woodford et al.*27 citations*
1337. **[Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps ↗](https://doi.org/10.1109/cvpr46437.2021.00724)**Yuk Heo, Yeong Jun Koh, Chang‐Su Kim*27 citations*
1338. **[Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs ↗](https://doi.org/10.1109/cvpr46437.2021.00778)**Hui‐Po Wang, Ning Yu, Mario Fritz*27 citations*
1339. **[IMAGINE: Image Synthesis by Image-Guided Model Inversion ↗](https://doi.org/10.1109/cvpr46437.2021.00368)**Pei Wang, Yijun Li, Krishna Kumar Singh et al.*27 citations*
1340. **[Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation ↗](https://doi.org/10.1109/cvpr46437.2021.01004)**Lewei Yao, Renjie Pi, Hang Xu et al.*27 citations*
1341. **[Layer-wise Searching for 1-bit Detectors ↗](https://doi.org/10.1109/cvpr46437.2021.00563)**Sheng Hua Xu, Junhe Zhao, Jinhu Lü et al.*27 citations*
1342. **[Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.00596)**Jiapeng Tang, Dan Xu, Kui Jia et al.*27 citations*
1343. **[Neural Response Interpretation through the Lens of Critical Pathways ↗](https://doi.org/10.1109/cvpr46437.2021.01332)**Ashkan Khakzar, Soroosh Baselizadeh, Saurabh Khanduja et al.*27 citations*
1344. **[Robust Neural Routing Through Space Partitions for Camera Relocalization in Dynamic Indoor Environments ↗](https://doi.org/10.1109/cvpr46437.2021.00844)**Siyan Dong, Qingnan Fan, He Wang et al.*27 citations*
1345. **[Self-supervised Motion Learning from Static Images ↗](https://doi.org/10.1109/cvpr46437.2021.00133)**Ziyuan Huang, Shiwei Zhang, Jianwen Jiang et al.*27 citations*
1346. **[Explicit Knowledge Incorporation for Visual Reasoning ↗](https://doi.org/10.1109/cvpr46437.2021.00141)**Yifeng Zhang, Ming Jiang, Qi Zhao*26 citations*
1347. **[Global Transport for Fluid Reconstruction with Learned Self-Supervision ↗](https://doi.org/10.1109/cvpr46437.2021.00168)**A. Franz, Barbara Solenthaler, Nils Thuerey*26 citations*
1348. **[Globally Optimal Relative Pose Estimation with Gravity Prior ↗](https://doi.org/10.1109/cvpr46437.2021.00046)**Yaqing Ding, Dániel Baráth, Jian Jun Yang et al.*26 citations*
1349. **[Inverting Generative Adversarial Renderer for Face Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.01536)**Jingtan Piao, Keqiang Sun, Quan Wang et al.*26 citations*
1350. **[Learning Scalable ℓ∞-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression ↗](https://doi.org/10.1109/cvpr46437.2021.01177)**Yuanchao Bai, Xianming Liu, Wangmeng Zuo et al.*26 citations*
1351. **[Linear Semantics in Generative Adversarial Networks ↗](https://doi.org/10.1109/cvpr46437.2021.00923)**Jianjin Xu, Changxi Zheng*26 citations*
1352. **[Metadata Normalization ↗](https://doi.org/10.1109/cvpr46437.2021.01077)**Mandy Lu, Qingyu Zhao, Jiequan Zhang et al.*26 citations*
1353. **[Neural Surface Maps ↗](https://doi.org/10.1109/cvpr46437.2021.00461)**Luca Morreale, Noam Aigerman, Vladimir G. Kim et al.*26 citations*
1354. **[Recognizing Actions in Videos from Unseen Viewpoints ↗](https://doi.org/10.1109/cvpr46437.2021.00411)**AJ Piergiovanni, Michael S. Ryoo*26 citations*
1355. **[Self-generated Defocus Blur Detection via Dual Adversarial Discriminators ↗](https://doi.org/10.1109/cvpr46437.2021.00686)**Wenda Zhao, Cai Shang, Huchuan Lu*26 citations*
1356. **[UniT: Unified Knowledge Transfer for Any-shot Object Detection and Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00589)**Siddhesh Khandelwal, Raghav Goyal, Leonid Sigal*26 citations*
1357. **[Controllable Image Restoration for Under-Display Camera in Smartphones ↗](https://doi.org/10.1109/cvpr46437.2021.00211)**Kinam Kwon, Eun‐Hee Kang, Sangwon Lee et al.*25 citations*
1358. **[Deeply Shape-guided Cascade for Instance Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00818)**Hao Ding, Siyuan Qiao, Alan Yuille et al.*25 citations*
1359. **[Exploit Visual Dependency Relations for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00960)**Mingyuan Liu, Dan Schonfeld, Wei Tang*25 citations*
1360. **[Learning by Watching ↗](https://doi.org/10.1109/cvpr46437.2021.01252)**Jimuyang Zhang, Eshed Ohn-Bar*25 citations*
1361. **[Mining Better Samples for Contrastive Learning of Temporal Correspondence ↗](https://doi.org/10.1109/cvpr46437.2021.00109)**Sangryul Jeon, Dongbo Min, Seungryong Kim et al.*25 citations*
1362. **[Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations ↗](https://doi.org/10.1109/cvpr46437.2021.01439)**Yanyi Zhang, Xinyu Li, Ivan Marsic*25 citations*
1363. **[NeRD: Neural 3D Reflection Symmetry Detector ↗](https://doi.org/10.1109/cvpr46437.2021.01568)**Yichao Zhou, Shichen Liu, Yi Ma*25 citations*
1364. **[Panoramic Image Reflection Removal ↗](https://doi.org/10.1109/cvpr46437.2021.00767)**Yuchen Hong, Qian Zheng, Lingran Zhao et al.*25 citations*
1365. **[Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks ↗](https://doi.org/10.1109/cvpr46437.2021.01544)**Julieta Martínez, Jashan Shewakramani, Ting Wei Liu et al.*25 citations*
1366. **[Quality-Agnostic Image Recognition via Invertible Decoder ↗](https://doi.org/10.1109/cvpr46437.2021.01208)**Insoo Kim, Seungju Han, Ji-Won Baek et al.*25 citations*
1367. **[Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses ↗](https://doi.org/10.1109/cvpr46437.2021.00282)**Yiming Qian, Hao Zhang, Yasutaka Furukawa*25 citations*
1368. **[The Affective Growth of Computer Vision ↗](https://doi.org/10.1109/cvpr46437.2021.00917)**Norman Makoto Su, David Crandall*25 citations*
1369. **[Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets ↗](https://doi.org/10.1109/cvpr46437.2021.00433)**Yuan-Hong Liao, Amlan Kar, Sanja Fidler*25 citations*
1370. **[t-vMF Similarity For Regularizing Intra-Class Feature Distribution ↗](https://doi.org/10.1109/cvpr46437.2021.00655)**Takumi Kobayashi*25 citations*
1371. **[A Deep Emulator for Secondary Motion of 3D Characters ↗](https://doi.org/10.1109/cvpr46437.2021.00587)**Mianlun Zheng, Yi Zhou, Duygu Ceylan et al.*24 citations*
1372. **[Can audio-visual integration strengthen robustness under multimodal attacks? ↗](https://doi.org/10.1109/cvpr46437.2021.00555)**Yapeng Tian, Chenliang Xu*24 citations*
1373. **[GANmut: Learning Interpretable Conditional Space for Gamut of Emotions ↗](https://doi.org/10.1109/cvpr46437.2021.00063)**Stefano d'Apolito, Danda Pani Paudel, Zhiwu Huang et al.*24 citations*
1374. **[How Robust are Randomized Smoothing based Defenses to Data Poisoning? ↗](https://doi.org/10.1109/cvpr46437.2021.01304)**Akshay Mehra, Bhavya Kailkhura, Pin‐Yu Chen et al.*24 citations*
1375. **[Information-Theoretic Segmentation by Inpainting Error Maximization ↗](https://doi.org/10.1109/cvpr46437.2021.00402)**Pedro Savarese, Sunnie S. Y. Kim, Michael Maire et al.*24 citations*
1376. **[Layout-Guided Novel View Synthesis from a Single Indoor Panorama ↗](https://doi.org/10.1109/cvpr46437.2021.01617)**Jiale Xu, Jia Zheng, Yanyu Xu et al.*24 citations*
1377. **[Learning Compositional Representation for 4D Captures with Neural ODE ↗](https://doi.org/10.1109/cvpr46437.2021.00530)**Boyan Jiang, Yinda Zhang, Xingkui Wei et al.*24 citations*
1378. **[Learning to Track Instances without Video Annotations ↗](https://doi.org/10.1109/cvpr46437.2021.00857)**Yang Lie Fu, Sifei Liu, Umar Iqbal et al.*24 citations*
1379. **[On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective ↗](https://doi.org/10.1109/cvpr46437.2021.00516)**Nontawat Charoenphakdee, Jayakorn Vongkulbhisal, Nuttapong Chairatanakul et al.*24 citations*
1380. **[PhD Learning: Learning with Pompeiu-hausdorff Distances for Video-based Vehicle Re-Identification ↗](https://doi.org/10.1109/cvpr46437.2021.00226)**Jianan Zhao, Fengliang Qi, Guangyu Ren et al.*24 citations*
1381. **[Physics-based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging ↗](https://doi.org/10.1109/cvpr46437.2021.01038)**Feilong Zhang, Xianming Liu, Cheng Guo et al.*24 citations*
1382. **[Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans ↗](https://doi.org/10.1109/cvpr46437.2021.00790)**Bindita Chaudhuri, Nikolaos Sarafianos, Linda G. Shapiro et al.*24 citations*
1383. **[Troubleshooting Blind Image Quality Models in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.01599)**Zhihua Wang, Haotao Wang, Tianlong Chen et al.*24 citations*
1384. **[View Generalization for Single Image Textured 3D Models ↗](https://doi.org/10.1109/cvpr46437.2021.00602)**Anand Bhattad, Ayşegül Dündar, Guilin Liu et al.*24 citations*
1385. **[Anchor-Constrained Viterbi for Set-Supervised Action Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00968)**Jun Li, Siniša Todorović*23 citations*
1386. **[How Transferable are Reasoning Patterns in VQA? ↗](https://doi.org/10.1109/cvpr46437.2021.00419)**Corentin Kervadec, Théo Jaunet, Grigory Antipov et al.*23 citations*
1387. **[Lighting, Reflectance and Geometry Estimation from 360° Panoramic Stereo ↗](https://doi.org/10.1109/cvpr46437.2021.01045)**Junxuan Li, Hongdong Li, Yasuyuki Matsushita*23 citations*
1388. **[MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00409)**Jennifer Jang, Heinrich Jiang*23 citations*
1389. **[Probabilistic Model Distillation for Semantic Correspondence ↗](https://doi.org/10.1109/cvpr46437.2021.00742)**Xin Shane Li, Deng-Ping Fan, Fan Yang et al.*23 citations*
1390. **[Structure-Aware Face Clustering on a Large-Scale Graph with 107Nodes ↗](https://doi.org/10.1109/cvpr46437.2021.00897)**Shuai Shen, Wanhua Li, Zheng Dong Zhu et al.*23 citations*
1391. **[Understanding Object Dynamics for Interactive Image-to-Video Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.00513)**Andreas Blattmann, Timo Milbich, Michael Dorkenwald et al.*23 citations*
1392. **[Unsupervised Visual Representation Learning by Tracking Patches in Video ↗](https://doi.org/10.1109/cvpr46437.2021.00259)**Guangting Wang, Yizhou Zhou, Chong Luo et al.*23 citations*
1393. **[Adversarial Imaging Pipelines ↗](https://doi.org/10.1109/cvpr46437.2021.01579)**Buu Phan, Fahim Mannan, Felix Heide*22 citations*
1394. **[Cross-Domain Similarity Learning for Face Recognition in Unseen Domains ↗](https://doi.org/10.1109/cvpr46437.2021.01504)**Masoud Faraki, Xiang Yu, Yi–Hsuan Tsai et al.*22 citations*
1395. **[Domain-robust VQA with diverse datasets and methods but no target labels ↗](https://doi.org/10.1109/cvpr46437.2021.00697)**Mingda Zhang, Tristan D. Maidment, Ahmad Diab et al.*22 citations*
1396. **[End-to-End Rotation Averaging with Multi-Source Propagation ↗](https://doi.org/10.1109/cvpr46437.2021.01160)**Luwei Yang, Heng Li, Jamal Ahmed Rahim et al.*22 citations*
1397. **[FP-NAS: Fast Probabilistic Neural Architecture Search ↗](https://doi.org/10.1109/cvpr46437.2021.01489)**Zhicheng Yan, Xiaoliang Dai, Peizhao Zhang et al.*22 citations*
1398. **[Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01623)**Bo Liu, Qiulei Dong, Zhanyi Hu*22 citations*
1399. **[Hierarchical and Partially Observable Goal-driven Policy Learning with Goals Relational Graph ↗](https://doi.org/10.1109/cvpr46437.2021.01388)**Xin Ye, Yezhou Yang*22 citations*
1400. **[Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.01519)**Zhaoyuan Yin, Jia Zheng, Weixin Luo et al.*22 citations*

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