---
title: "ICCV 2021 — all accepted papers, page 14 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 14 of 17, the most cited first; those with our summary link to it."
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# ICCV 2021: all accepted papers

1,615 papers · page 14 of 17 · the most cited first · [← ICCV 2021](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2021/)

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1301. **[DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization ↗](https://doi.org/10.1109/iccv48922.2021.00472)**Zirui Liu, Haifeng Jin, Ting-Hsiang Wang et al.*17 citations*
1302. **[From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images ↗](https://doi.org/10.1109/iccv48922.2021.00110)**Wei-Lin Hsiao, Kristen Grauman*17 citations*
1303. **[Keep CALM and Improve Visual Feature Attribution ↗](https://doi.org/10.1109/iccv48922.2021.00824)**Jae Myung Kim, Junsuk Choe, Zeynep Akata et al.*17 citations*
1304. **[Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism ↗](https://doi.org/10.1109/iccv48922.2021.00212)**Wentao Jiang, Ning Xu, Jiayun Wang et al.*17 citations*
1305. **[Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing ↗](https://doi.org/10.1109/iccv48922.2021.00506)**Jae-Han Lee, Chul Lee, Chang‐Su Kim*17 citations*
1306. **[Learning to Remove Refractive Distortions from Underwater Images ↗](https://doi.org/10.1109/iccv48922.2021.00496)**Simron Thapa, Nianyi Li, Jinwei Ye*17 citations*
1307. **[Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness ↗](https://doi.org/10.1109/iccv48922.2021.00882)**Zhenyi Wang, Tiehang Duan, Le Fang et al.*17 citations*
1308. **[Minimal Cases for Computing the Generalized Relative Pose using Affine Correspondences ↗](https://doi.org/10.1109/iccv48922.2021.00601)**Banglei Guan, Ji Yin Zhao, Dániel Baráth et al.*17 citations*
1309. **[Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization ↗](https://doi.org/10.1109/iccv48922.2021.00480)**Yufei Xu, Jing Zhang, Dacheng Tao*17 citations*
1310. **[Predictive Feature Learning for Future Segmentation Prediction ↗](https://doi.org/10.1109/iccv48922.2021.00727)**Zihang Lin, Jiangxin Sun, Jian–Fang Hu et al.*17 citations*
1311. **[Robust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance ↗](https://doi.org/10.1109/iccv48922.2021.00451)**Jérôme Revaud, Martin Humenberger*17 citations*
1312. **[SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators ↗](https://doi.org/10.1109/iccv48922.2021.01593)**Andrew Luo, Tianqin Li, Wenhao Zhang et al.*17 citations*
1313. **[Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions ↗](https://doi.org/10.1109/iccv48922.2021.00186)**Shuang Li, Yilun Du, Antonio B. Torralba et al.*17 citations*
1314. **[Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ↗](https://doi.org/10.1109/iccv48922.2021.00115)**Yue Song, Nicu Sebe, Wei Wang*17 citations*
1315. **[A Confidence-based Iterative Solver of Depths and Surface Normals for Deep Multi-view Stereo ↗](https://doi.org/10.1109/iccv48922.2021.00611)**Wang Zhao, Shaohui Liu, Yi Wei et al.*16 citations*
1316. **[Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query ↗](https://doi.org/10.1109/iccv48922.2021.00185)**Guanyu Cai, Jun Zhang, Xinyang Jiang et al.*16 citations*
1317. **[DAM: Discrepancy Alignment Metric for Face Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00379)**Jiaheng Liu, Yudong Wu, Yichao Wu et al.*16 citations*
1318. **[DTMNet: A Discrete Tchebichef Moments-based Deep Neural Network for Multi-focus Image Fusion ↗](https://doi.org/10.1109/iccv48922.2021.00011)**Bin Xiao, Haifeng Wu, Xiuli Bi*16 citations*
1319. **[Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos ↗](https://doi.org/10.1109/iccv48922.2021.01330)**Bin Zhao, Goutam Bhat, Martin Danelljan et al.*16 citations*
1320. **[Image Shape Manipulation from a Single Augmented Training Sample ↗](https://doi.org/10.1109/iccv48922.2021.01351)**Yael Vinker, Eliahu Horwitz, Nir Zabari et al.*16 citations*
1321. **[Learning High-Fidelity Face Texture Completion without Complete Face Texture ↗](https://doi.org/10.1109/iccv48922.2021.01373)**Jongyoo Kim, Jiaolong Yang, Xin Tong*16 citations*
1322. **[Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes ↗](https://doi.org/10.1109/iccv48922.2021.00597)**Wenzheng Song, Masanori Suganuma, Xing Liu et al.*16 citations*
1323. **[Minimal Solutions for Panoramic Stitching Given Gravity Prior ↗](https://doi.org/10.1109/iccv48922.2021.00553)**Yaqing Ding, Dániel Baráth, Zuzana Kúkelová*16 citations*
1324. **[Motion Guided Attention Fusion to Recognize Interactions from Videos ↗](https://doi.org/10.1109/iccv48922.2021.01283)**Tae Soo Kim, Jonathan D. Jones, Gregory D. Hager*16 citations*
1325. **[OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution ↗](https://doi.org/10.1109/iccv48922.2021.01423)**Eric Nguyen, Tu Bui, Viswanathan Swaminathan et al.*16 citations*
1326. **[PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures ↗](https://doi.org/10.1109/iccv48922.2021.01178)**Chenbin Pan, Senem Velipasalar*16 citations*
1327. **[Real-time Vanishing Point Detector Integrating Under-parameterized RANSAC and Hough Transform ↗](https://doi.org/10.1109/iccv48922.2021.00371)**Jianping Wu, Liang Zhang, Ye Liu et al.*16 citations*
1328. **[Towards Rotation Invariance in Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00351)**Agastya Kalra, Guy Stoppi, Bradley Brown et al.*16 citations*
1329. **[Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains ↗](https://doi.org/10.1109/iccv48922.2021.01184)**Soumava Paul, Titir Dutta, Soma Biswas*16 citations*
1330. **[Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility ↗](https://doi.org/10.1109/iccv48922.2021.00645)**Shuang Song, Zhaopeng Cui, Rongjun Qin*16 citations*
1331. **[Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations ↗](https://doi.org/10.1109/iccv48922.2021.00283)**X. L. Zhu, Jeffrey W. Chen, Xiangrui Zeng et al.*16 citations*
1332. **[Adaptive Convolutions with Per-pixel Dynamic Filter Atom ↗](https://doi.org/10.1109/iccv48922.2021.01208)**Ze Wang, Zichen Miao, Jun Sheng Hu et al.*15 citations*
1333. **[Body-Face Joint Detection via Embedding and Head Hook ↗](https://doi.org/10.1109/iccv48922.2021.00295)**Junfeng Wan, Jiangfan Deng, Xiaosong Qiu et al.*15 citations*
1334. **[CrowdDriven: A New Challenging Dataset for Outdoor Visual Localization ↗](https://doi.org/10.1109/iccv48922.2021.00970)**Ara Jafarzadeh, Manuel López-Antequera, Pau Gargallo et al.*15 citations*
1335. **[Efficient and Differentiable Shadow Computation for Inverse Problems ↗](https://doi.org/10.1109/iccv48922.2021.01286)**Linjie Lyu, Marc Habermann, Lingjie Liu et al.*15 citations*
1336. **[Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing ↗](https://doi.org/10.1109/iccv48922.2021.01503)**Piaopiao Yu, Jie Jassic Guo, Fan Huang et al.*15 citations*
1337. **[Keypoint Communities ↗](https://doi.org/10.1109/iccv48922.2021.01087)**Duncan Zauss, S. Kreiss, Alexandre Alahi*15 citations*
1338. **[Learning Canonical 3D Object Representation for Fine-Grained Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00107)**Sunghun Joung, Seungryong Kim, Minsu Kim et al.*15 citations*
1339. **[Let’s See Clearly: Contaminant Artifact Removal for Moving Cameras ↗](https://doi.org/10.1109/iccv48922.2021.00202)**Xiaoyu Li, Bo Zhang, Jing Liao et al.*15 citations*
1340. **[Linguistically Routing Capsule Network for Out-of-distribution Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00164)**Qingxing Cao, Wentao Wan, Keze Wang et al.*15 citations*
1341. **[Normalized Human Pose Features for Human Action Video Alignment ↗](https://doi.org/10.1109/iccv48922.2021.01132)**Jingyuan Liu, Mingyi Shi, Qifeng Chen et al.*15 citations*
1342. **[PARTS: Unsupervised segmentation with slots, attention and independence maximization ↗](https://doi.org/10.1109/iccv48922.2021.01027)**Daniel Zoran, Rishabh Kabra, Alexander Lerchner et al.*15 citations*
1343. **[Robustness Certification for Point Cloud Models ↗](https://doi.org/10.1109/iccv48922.2021.00751)**Tobias Lorenz, Anian Ruoss, Mislav Balunović et al.*15 citations*
1344. **[Shape-Biased Domain Generalization via Shock Graph Embeddings ↗](https://doi.org/10.1109/iccv48922.2021.00135)**Maruthi Narayanan, Vickram Rajendran, Benjamin B. Kimia*15 citations*
1345. **[SmartShadow: Artistic Shadow Drawing Tool for Line Drawings ↗](https://doi.org/10.1109/iccv48922.2021.00534)**Lvmin Zhang, Jinyue Jiang, Yi Ji et al.*15 citations*
1346. **[Temporal Action Detection with Multi-level Supervision ↗](https://doi.org/10.1109/iccv48922.2021.00792)**Baifeng Shi, Qi Dai, Judy Hoffman et al.*15 citations*
1347. **[Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision ↗](https://doi.org/10.1109/iccv48922.2021.00048)**Xiaoshi Wu, Hadar Averbuch‐Elor, Jin Hu Sun et al.*15 citations*
1348. **[Transfusion: A Novel SLAM Method Focused on Transparent Objects ↗](https://doi.org/10.1109/iccv48922.2021.00596)**Yifan Zhu, Jiaxiong Qiu, Bo Ren*15 citations*
1349. **[Video Geo-Localization Employing Geo-Temporal Feature Learning and GPS Trajectory Smoothing ↗](https://doi.org/10.1109/iccv48922.2021.01191)**Krishna Regmi, Mubarak A. Shah*15 citations*
1350. **[Viewing Graph Solvability via Cycle Consistency ↗](https://doi.org/10.1109/iccv48922.2021.00549)**Federica Arrigoni, Andrea Fusiello, Elisa Ricci et al.*15 citations*
1351. **[Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency ↗](https://doi.org/10.1109/iccv48922.2021.01521)**Aditya Ganeshan, Alexis Vallet, Yasunori Kudo et al.*15 citations*
1352. **[3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces ↗](https://doi.org/10.1109/iccv48922.2021.01222)**Mohsen Yavartanoo, Jaeyoung Chung, Reyhaneh Neshatavar et al.*14 citations*
1353. **[A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction ↗](https://doi.org/10.1109/iccv48922.2021.00961)**Moitreya Chatterjee, Narendra Ahuja, Anoop Cherian*14 citations*
1354. **[Architecture Disentanglement for Deep Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00071)**Jie Hu, Liujuan Cao, Tong Tong et al.*14 citations*
1355. **[Cascade Image Matting with Deformable Graph Refinement ↗](https://doi.org/10.1109/iccv48922.2021.00708)**Zijian Yu, Xuhui Li, Huijuan Huang et al.*14 citations*
1356. **[Contrastive Attention Maps for Self-supervised Co-localization ↗](https://doi.org/10.1109/iccv48922.2021.00280)**Minsong Ki, Youngjung Uh, Junsuk Choe et al.*14 citations*
1357. **[Embedding Novel Views in a Single JPEG Image ↗](https://doi.org/10.1109/iccv48922.2021.01425)**Yue Wu, Guotao Meng, Qifeng Chen*14 citations*
1358. **[End-to-end robust joint unsupervised image alignment and clustering ↗](https://doi.org/10.1109/iccv48922.2021.00383)**Xiangrui Zeng, Gregory Howe, Min Xu*14 citations*
1359. **[Extreme Structure from Motion for Indoor Panoramas without Visual Overlaps ↗](https://doi.org/10.1109/iccv48922.2021.00565)**Mohammad Amin Shabani, Weilian Song, Makoto Odamaki et al.*14 citations*
1360. **[Face Image Retrieval with Attribute Manipulation ↗](https://doi.org/10.1109/iccv48922.2021.01190)**Alireza Zaeemzadeh, Shabnam Ghadar, Baldo Faieta et al.*14 citations*
1361. **[GridToPix: Training Embodied Agents with Minimal Supervision ↗](https://doi.org/10.1109/iccv48922.2021.01486)**Unnat Jain, Iou-Jen Liu, Svetlana Lazebnik et al.*14 citations*
1362. **[Group-wise Inhibition based Feature Regularization for Robust Classification ↗](https://doi.org/10.1109/iccv48922.2021.00053)**Haozhe Liu, Haoqian Wu, Weicheng Xie et al.*14 citations*
1363. **[JEM++: Improved Techniques for Training JEM ↗](https://doi.org/10.1109/iccv48922.2021.00643)**Xiulong Yang, Shihao Ji*14 citations*
1364. **[Learn to Cluster Faces via Pairwise Classification ↗](https://doi.org/10.1109/iccv48922.2021.00382)**Junfu Liu, Di Qiu, Pengfei Yan et al.*14 citations*
1365. **[Learning to Discover Reflection Symmetry via Polar Matching Convolution ↗](https://doi.org/10.1109/iccv48922.2021.00132)**Ahyun Seo, Woohyeon Shim, Minsu Cho*14 citations*
1366. **[LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning ↗](https://doi.org/10.1109/iccv48922.2021.01046)**Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya et al.*14 citations*
1367. **[Membership Inference Attacks are Easier on Difficult Problems ↗](https://doi.org/10.1109/iccv48922.2021.01455)**Avital Shafran, Shmuel Peleg, Yedid Hoshen*14 citations*
1368. **[Multi-Level Curriculum for Training A Distortion-Aware Barrel Distortion Rectification Model ↗](https://doi.org/10.1109/iccv48922.2021.00435)**Kang Liao, Chunyu Lin, Lixin Liao et al.*14 citations*
1369. **[Multi-Modal Multi-Action Video Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01342)**Zhensheng Shi, Liang Ju, Qianqian Li et al.*14 citations*
1370. **[Omni-GAN: On the Secrets of cGANs and Beyond ↗](https://doi.org/10.1109/iccv48922.2021.01380)**Peng Zhou, Lingxi Xie, Bingbing Ni et al.*14 citations*
1371. **[Practical Relative Order Attack in Deep Ranking ↗](https://doi.org/10.1109/iccv48922.2021.01610)**Mo Zhou, Le Wang, Zhenxing Niu et al.*14 citations*
1372. **[Sat2Vid: Street-view Panoramic Video Synthesis from a Single Satellite Image ↗](https://doi.org/10.1109/iccv48922.2021.01221)**Zuoyue Li, Zhaopeng Cui, Zhaopeng Cui et al.*14 citations*
1373. **[The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory ↗](https://doi.org/10.1109/iccv48922.2021.00902)**Sai Saketh Rambhatla, Rama Chellappa, Abhinav Shrivastava*14 citations*
1374. **[Towards Interpretable Deep Networks for Monocular Depth Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01264)**Zunzhi You, Yi–Hsuan Tsai, Wei-Chen Chiu et al.*14 citations*
1375. **[TravelNet: Self-supervised Physically Plausible Hand Motion Learning from Monocular Color Images ↗](https://doi.org/10.1109/iccv48922.2021.01146)**Zimeng Zhao, Xi Zhao, Yangang Wang*14 citations*
1376. **[X-World: Accessibility, Vision, and Autonomy Meet ↗](https://doi.org/10.1109/iccv48922.2021.00962)**Jimuyang Zhang, Minglan Zheng, Matthew Boyd et al.*14 citations*
1377. **[iNAS: Integral NAS for Device-Aware Salient Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00489)**Yuchao Gu, Shanghua Gao, Xusheng Cao et al.*14 citations*
1378. **[Anonymizing Egocentric Videos ↗](https://doi.org/10.1109/iccv48922.2021.00232)**Daksh Thapar, Aditya Nigam, Chetan Arora*13 citations*
1379. **[CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization ↗](https://doi.org/10.1109/iccv48922.2021.01347)**Hyolim Kang, Kyungmin Kim, Yumin Ko et al.*13 citations*
1380. **[CLEAR: Clean-up Sample-Targeted Backdoor in Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.01614)**Liuwan Zhu, Rui Ning, Chunsheng Xin et al.*13 citations*
1381. **[Deep Structured Instance Graph for Distilling Object Detectors ↗](https://doi.org/10.1109/iccv48922.2021.00432)**Yixin Chen, Pengguang Chen, Shu Liu et al.*13 citations*
1382. **[DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation ↗](https://doi.org/10.1109/iccv48922.2021.00598)**Mohammad Mahdi Johari, Camilla Carta, François Fleuret*13 citations*
1383. **[EgoRenderer: Rendering Human Avatars from Egocentric Camera Images ↗](https://doi.org/10.1109/iccv48922.2021.01426)**Tao Hu, Kripasindhu Sarkar, Lingjie Liu et al.*13 citations*
1384. **[Flow-Guided Video Inpainting with Scene Templates ↗](https://doi.org/10.1109/iccv48922.2021.01433)**Dong Lao, Peihao Zhu, Peter Wonka et al.*13 citations*
1385. **[IDARTS: Interactive Differentiable Architecture Search ↗](https://doi.org/10.1109/iccv48922.2021.00120)**Xue Song, Runqi Wang, Baochang Zhang et al.*13 citations*
1386. **[Integer-arithmetic-only Certified Robustness for Quantized Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00773)**Haowen Lin, Jian Lou, Li Xiong et al.*13 citations*
1387. **[On the hidden treasure of dialog in video question answering ↗](https://doi.org/10.1109/iccv48922.2021.00207)**Deniz Engin, François Schnitzler, Ngoc Q. K. Duong et al.*13 citations*
1388. **[Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ↗](https://doi.org/10.1109/iccv48922.2021.01213)**Jiefeng Peng, Jiqi Zhang, Changlin Li et al.*13 citations*
1389. **[Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials ↗](https://doi.org/10.1109/iccv48922.2021.01035)**Francesca Babiloni, Ioannis Marras, Filippos Kokkinos et al.*13 citations*
1390. **[SemIE: Semantically-aware Image Extrapolation ↗](https://doi.org/10.1109/iccv48922.2021.01463)**Bholeshwar Khurana, Soumya Ranjan Dash, Abhishek Bhatia et al.*13 citations*
1391. **[Structure-from-Sherds: Incremental 3D Reassembly of Axially Symmetric Pots from Unordered and Mixed Fragment Collections ↗](https://doi.org/10.1109/iccv48922.2021.00539)**Je Hyeong Hong, Seong Jong Yoo, Muhammad Zeeshan et al.*13 citations*
1392. **[Towards Robustness of Deep Neural Networks via Regularization ↗](https://doi.org/10.1109/iccv48922.2021.00740)**Yao Li, Martin Renqiang Min, Thomas C. M. Lee et al.*13 citations*
1393. **[Unsupervised Point Cloud Object Co-segmentation by Co-contrastive Learning and Mutual Attention Sampling ↗](https://doi.org/10.1109/iccv48922.2021.00724)**Cheng-Kun Yang, Yung‐Yu Chuang, Yen‐Yu Lin*13 citations*
1394. **[A Simple Framework for 3D Lensless Imaging with Programmable Masks ↗](https://doi.org/10.1109/iccv48922.2021.00260)**Yucheng Zheng, Yi Hua, Aswin C. Sankaranarayanan et al.*12 citations*
1395. **[Adaptive Label Noise Cleaning with Meta-Supervision for Deep Face Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01479)**Yaobin Zhang, Weihong Deng, Yaoyao Zhong et al.*12 citations*
1396. **[Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images ↗](https://doi.org/10.1109/iccv48922.2021.01464)**Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang et al.*12 citations*
1397. **[Consistency-Aware Graph Network for Human Interaction Understanding ↗](https://doi.org/10.1109/iccv48922.2021.01312)**Zhenhua Wang, Jiajun Meng, Dongyan Guo et al.*12 citations*
1398. **[Discovering 3D Parts from Image Collections ↗](https://doi.org/10.1109/iccv48922.2021.01274)**Chun-Han Yao, Wei-Chih Hung, Varun Jampani et al.*12 citations*
1399. **[Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues ↗](https://doi.org/10.1109/iccv48922.2021.00293)**Frank Julca-Aguilar, Jason Taylor, Mario Bijelic et al.*12 citations*
1400. **[Hierarchical Graph Attention Network for Few-shot Visual-Semantic Learning ↗](https://doi.org/10.1109/iccv48922.2021.00218)**Chengxiang Yin, Kun Wu, Zhengping Che et al.*12 citations*

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