---
title: "ICCV 2021 — all accepted papers, page 13 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 13 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 13 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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1201. **[FATNN: Fast and Accurate Ternary Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00517)**Peng Chen, Bohan Zhuang, Chunhua Shen*24 citations*
1202. **[Graph-BAS 3 Net: Boundary-Aware Semi-Supervised Segmentation Network with Bilateral Graph Convolution ↗](https://doi.org/10.1109/iccv48922.2021.00729)**Huimin Huang, Lanfen Lin, Yue Zhang et al.*24 citations*
1203. **[GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning ↗](https://doi.org/10.1109/iccv48922.2021.01263)**Haipeng Li, Kunming Luo, Shuaicheng Liu*24 citations*
1204. **[H2O: A Benchmark for Visual Human-human Object Handover Analysis ↗](https://doi.org/10.1109/iccv48922.2021.01547)**Ruolin Ye, Wenqiang Xu, Zhendong Xue et al.*24 citations*
1205. **[ICON: Learning Regular Maps Through Inverse Consistency ↗](https://doi.org/10.1109/iccv48922.2021.00338)**Hastings Greer, Roland Kwitt, François‐Xavier Vialard et al.*24 citations*
1206. **[Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer ↗](https://doi.org/10.1109/iccv48922.2021.00851)**Haoyu Chen, Hao Tang, Henglin Shi et al.*24 citations*
1207. **[Learn-to-Race: A Multimodal Control Environment for Autonomous Racing ↗](https://doi.org/10.1109/iccv48922.2021.00965)**James Herman, Jonathan Francis, Siddha Ganju et al.*24 citations*
1208. **[Multimodal Knowledge Expansion ↗](https://doi.org/10.1109/iccv48922.2021.00089)**Zihui Xue, Sucheng Ren, Zhengqi Gao et al.*24 citations*
1209. **[Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation ↗](https://doi.org/10.1109/iccv48922.2021.01126)**Taosha Fan, Kalyan Vasudev Alwala, Donglai Xiang et al.*24 citations*
1210. **[Square Root Marginalization for Sliding-Window Bundle Adjustment ↗](https://doi.org/10.1109/iccv48922.2021.01301)**Nikolaus Demmel, David Schubert, Christiane Sommer et al.*24 citations*
1211. **[Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.01192)**Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari et al.*24 citations*
1212. **[The surprising impact of mask-head architecture on novel class segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00693)**Vighnesh Birodkar, Zhichao Lu, Siyang Li et al.*24 citations*
1213. **[Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution ↗](https://doi.org/10.1109/iccv48922.2021.00261)**Xiu Li, Jinli Suo, Weihang Zhang et al.*24 citations*
1214. **[Video Matting via Consistency-Regularized Graph Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00486)**Tiantian Wang, Sifei Liu, Yapeng Tian et al.*24 citations*
1215. **[Cross-Patch Graph Convolutional Network for Image Denoising ↗](https://doi.org/10.1109/iccv48922.2021.00461)**Yao Li, Xueyang Fu, Zheng-Jun Zha*23 citations*
1216. **[DeepPRO: Deep Partial Point Cloud Registration of Objects ↗](https://doi.org/10.1109/iccv48922.2021.00563)**Dong Hoon Lee, Onur C. Hamsici, Steven Y. Feng et al.*23 citations*
1217. **[Learning with Memory-based Virtual Classes for Deep Metric Learning ↗](https://doi.org/10.1109/iccv48922.2021.01158)**Byungsoo Ko, Geonmo Gu, Han-Gyu Kim*23 citations*
1218. **[Procrustean Training for Imbalanced Deep Learning ↗](https://doi.org/10.1109/iccv48922.2021.00016)**Han-Jia Ye, De‐Chuan Zhan, Wei‐Lun Chao*23 citations*
1219. **[Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning ↗](https://doi.org/10.1109/iccv48922.2021.00635)**Juyoung Yang, Pyunghwan Ahn, Doyeon Kim et al.*23 citations*
1220. **[Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00080)**Xiaofeng Liu, Site Li, Yubin Ge et al.*23 citations*
1221. **[Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.00386)**Min Jin Chong, Wen–Sheng Chu, Abhishek Kumar et al.*23 citations*
1222. **[SketchAA: Abstract Representation for Abstract Sketches ↗](https://doi.org/10.1109/iccv48922.2021.00994)**Lan Yang, Kaiyue Pang, Honggang Zhang et al.*23 citations*
1223. **[V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal ↗](https://doi.org/10.1109/iccv48922.2021.00239)**B H Pawan Prasad, Green Rosh K S, R B Lokesh et al.*23 citations*
1224. **[3DeepCT: Learning Volumetric Scattering Tomography of Clouds ↗](https://doi.org/10.1109/iccv48922.2021.00562)**Yael Sde-Chen, Yoav Y. Schechner, Vadim Holodovsky et al.*22 citations*
1225. **[4D Cloud Scattering Tomography ↗](https://doi.org/10.1109/iccv48922.2021.00547)**Roi Ronen, Yoav Y. Schechner, Eshkol Eytan*22 citations*
1226. **[Continuous Copy-Paste for One-stage Multi-object Tracking and Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01504)**Zhenbo Xu, Ajin Meng, Zhenbo Shi et al.*22 citations*
1227. **[Detector-Free Weakly Supervised Grounding by Separation ↗](https://doi.org/10.1109/iccv48922.2021.00182)**Assaf Arbelle, Sivan Doveh, Amit Alfassy et al.*22 citations*
1228. **[Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments ↗](https://doi.org/10.1109/iccv48922.2021.00170)**Difei Gao, Ruiping Wang, Ziyi Bai et al.*22 citations*
1229. **[Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ↗](https://doi.org/10.1109/iccv48922.2021.01041)**Omiros Pantazis, Gabriel Brostow, Kate E. Jones et al.*22 citations*
1230. **[Generalizable Mixed-Precision Quantization via Attribution Rank Preservation ↗](https://doi.org/10.1109/iccv48922.2021.00524)**Ziwei Wang, Han Xiao, Jiwen Lu et al.*22 citations*
1231. **[Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views ↗](https://doi.org/10.1109/iccv48922.2021.00046)**Xin Wei, Yifei Gong, Fudong Wang et al.*22 citations*
1232. **[Motion Adaptive Pose Estimation from Compressed Videos ↗](https://doi.org/10.1109/iccv48922.2021.01151)**Zhipeng Fan, Jun Liu, Yao Wang*22 citations*
1233. **[Panoptic Narrative Grounding ↗](https://doi.org/10.1109/iccv48922.2021.00140)**Cristina González, Nicolás Ayobi, Isabela Hernández et al.*22 citations*
1234. **[Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00809)**Yunhang Shen, Liujuan Cao, Zhiwei Chen et al.*22 citations*
1235. **[Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings ↗](https://doi.org/10.1109/iccv48922.2021.00758)**Mazda Moayeri, Soheil Feizi*22 citations*
1236. **[Self-Supervised Real-to-Sim Scene Generation ↗](https://doi.org/10.1109/iccv48922.2021.01574)**Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche et al.*22 citations*
1237. **[Sparse Needlets for Lighting Estimation with Spherical Transport Loss ↗](https://doi.org/10.1109/iccv48922.2021.01259)**Fangneng Zhan, Changgong Zhang, Wenbo Hu et al.*22 citations*
1238. **[Spectral Leakage and Rethinking the Kernel Size in CNNs ↗](https://doi.org/10.1109/iccv48922.2021.00509)**Nergis Tömen, Jan C. van Gemert*22 citations*
1239. **[Adaptive Surface Reconstruction with Multiscale Convolutional Kernels ↗](https://doi.org/10.1109/iccv48922.2021.00560)**Benjamin Ummenhofer, Vladlen Koltun*21 citations*
1240. **[BabelCalib: A Universal Approach to Calibrating Central Cameras ↗](https://doi.org/10.1109/iccv48922.2021.01497)**Yaroslava Lochman, Kostiantyn Liepieshov, Jianhui Chen et al.*21 citations*
1241. **[Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning ↗](https://doi.org/10.1109/iccv48922.2021.01098)**Hanbyel Cho, Yooshin Cho, Jaemyung Yu et al.*21 citations*
1242. **[De-rendering Stylized Texts ↗](https://doi.org/10.1109/iccv48922.2021.00111)**Wataru Shimoda, Daichi Haraguchi, Seiichi Uchida et al.*21 citations*
1243. **[Distinctiveness oriented Positional Equilibrium for Point Cloud Registration ↗](https://doi.org/10.1109/iccv48922.2021.00544)**Taewon Min, Chonghyuk Song, Eun-Seok Kim et al.*21 citations*
1244. **[Dual Projection Generative Adversarial Networks for Conditional Image Generation ↗](https://doi.org/10.1109/iccv48922.2021.01417)**Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos et al.*21 citations*
1245. **[Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning ↗](https://doi.org/10.1109/iccv48922.2021.00981)**Zixu Zhao, Yueming Jin, Pheng‐Ann Heng*21 citations*
1246. **[Reliably fast adversarial training via latent adversarial perturbation ↗](https://doi.org/10.1109/iccv48922.2021.00766)**Geon Yeong Park, Sang Wan Lee*21 citations*
1247. **[Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation ↗](https://doi.org/10.1109/iccv48922.2021.00162)**Yi Zhu, Yue Weng, Fengda Zhu et al.*21 citations*
1248. **[SketchLattice: Latticed Representation for Sketch Manipulation ↗](https://doi.org/10.1109/iccv48922.2021.00099)**Yonggang Qi, Guoyao Su, Pinaki Nath Chowdhury et al.*21 citations*
1249. **[Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.01039)**Mandela Patrick, Po-Yao Huang, Ishan Misra et al.*21 citations*
1250. **[Spatial-Temporal Consistency Network for Low-Latency Trajectory Forecasting ↗](https://doi.org/10.1109/iccv48922.2021.00195)**Shijie Li, Yanying Zhou, Jinhui Yi et al.*21 citations*
1251. **[Towards Learning Spatially Discriminative Feature Representations ↗](https://doi.org/10.1109/iccv48922.2021.00136)**Chaofei Wang, Jiayu Xiao, Yizeng Han et al.*21 citations*
1252. **[Towards the Unseen: Iterative Text Recognition by Distilling from Errors ↗](https://doi.org/10.1109/iccv48922.2021.01468)**Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain et al.*21 citations*
1253. **[Unconditional Scene Graph Generation ↗](https://doi.org/10.1109/iccv48922.2021.01605)**Sarthak Garg, Helisa Dhamo, Azade Farshad et al.*21 citations*
1254. **[Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00837)**Jay Patravali, Gaurav Mittal, Ye Yu et al.*21 citations*
1255. **[What You Can Learn by Staring at a Blank Wall ↗](https://doi.org/10.1109/iccv48922.2021.00233)**Prafull Sharma, Miika Aittala, Yoav Y. Schechner et al.*21 citations*
1256. **[AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning ↗](https://doi.org/10.1109/iccv48922.2021.00756)**Hong Wang, Yuefan Deng, Shinjae Yoo et al.*20 citations*
1257. **[Exploring Long Tail Visual Relationship Recognition with Large Vocabulary ↗](https://doi.org/10.1109/iccv48922.2021.01562)**Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas et al.*20 citations*
1258. **[Geometric Deep Neural Network using Rigid and Non-Rigid Transformations for Human Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01238)**Rasha Friji, Hassen Drira, Faten Chaieb et al.*20 citations*
1259. **[Just One Moment: Structural Vulnerability of Deep Action Recognition against One Frame Attack ↗](https://doi.org/10.1109/iccv48922.2021.00757)**Jaehui Hwang, Jun-Hyuk Kim, Junho H. Choi et al.*20 citations*
1260. **[Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ↗](https://doi.org/10.1109/iccv48922.2021.01358)**Myungsub Choi, Suyoung Lee, Heewon Kim et al.*20 citations*
1261. **[Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image ↗](https://doi.org/10.1109/iccv48922.2021.00400)**Zunlei Feng, Zhonghua Wang, Xinchao Wang et al.*20 citations*
1262. **[Scaling-up Disentanglement for Image Translation ↗](https://doi.org/10.1109/iccv48922.2021.00671)**Aviv Gabbay, Yedid Hoshen*20 citations*
1263. **[Social Fabric: Tubelet Compositions for Video Relation Detection ↗](https://doi.org/10.1109/iccv48922.2021.01323)**Shuo Chen, Zenglin Shi, Pascal Mettes et al.*20 citations*
1264. **[Topic Scene Graph Generation by Attention Distillation from Caption ↗](https://doi.org/10.1109/iccv48922.2021.01560)**Wenbin Wang, Ruiping Wang, Xilin Chen*20 citations*
1265. **[Topologically Consistent Multi-View Face Inference Using Volumetric Sampling ↗](https://doi.org/10.1109/iccv48922.2021.00380)**Tianye Li, Shichen Liu, Timo Bolkart et al.*20 citations*
1266. **[VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers ↗](https://doi.org/10.1109/iccv48922.2021.01262)**Shichen Liu, Yichao Zhou, Yajie Zhao*20 citations*
1267. **[CrossDet: Crossline Representation for Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00318)**Heqian Qiu, Hongliang Li, Qingbo Wu et al.*19 citations*
1268. **[Explanations for Occluded Images ↗](https://doi.org/10.1109/iccv48922.2021.00127)**Hana Chockler, Daniel Kroening, Youcheng Sun*19 citations*
1269. **[In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces ↗](https://doi.org/10.1109/iccv48922.2021.01233)**Jinhui Xiong, Wolfgang Heidrich*19 citations*
1270. **[Interpretable Visual Reasoning via Induced Symbolic Space ↗](https://doi.org/10.1109/iccv48922.2021.00189)**Zhonghao Wang, Kai Wang, Mo Yu et al.*19 citations*
1271. **[Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines ↗](https://doi.org/10.1109/iccv48922.2021.00245)**Mantang Guo, Jing Jin, Hui Liu et al.*19 citations*
1272. **[Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency ↗](https://doi.org/10.1109/iccv48922.2021.01095)**Soubhik Sanyal, Betty J. Mohler, Alex Vorobiov et al.*19 citations*
1273. **[Rethinking preventing class-collapsing in metric learning with margin-based losses ↗](https://doi.org/10.1109/iccv48922.2021.01015)**Elad Levi, Tete Xiao, Xiaolong Wang et al.*19 citations*
1274. **[Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00531)**Yikai Wang, Yi Yang, Fuchun Sun et al.*19 citations*
1275. **[Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature ↗](https://doi.org/10.1109/iccv48922.2021.00173)**Nayoung Kim, Seong Jong Ha, Je‐Won Kang*19 citations*
1276. **[Virtual light transport matrices for non-line-of-sight imaging ↗](https://doi.org/10.1109/iccv48922.2021.00244)**Julio Marco, Adrián Jarabo, Ji Hyun Nam et al.*19 citations*
1277. **[mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets ↗](https://doi.org/10.1109/iccv48922.2021.00875)**Rui Gong, Dengxin Dai, Yuhua Chen et al.*19 citations*
1278. **[A Light Stage on Every Desk ↗](https://doi.org/10.1109/iccv48922.2021.00242)**Soumyadip Sengupta, Brian Curless, Ira Kemelmacher-Shlizerman et al.*18 citations*
1279. **[Aha! Adaptive History-driven Attack for Decision-based Black-box Models ↗](https://doi.org/10.1109/iccv48922.2021.01586)**Jie Li, Rongrong Ji, Peixian Chen et al.*18 citations*
1280. **[Attention-based Multi-Reference Learning for Image Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.01443)**Marco Pesavento, Marco Volino, Adrian Hilton*18 citations*
1281. **[Beyond Road Extraction: A Dataset for Map Update using Aerial Images ↗](https://doi.org/10.1109/iccv48922.2021.01169)**Favyen Bastani, Sam Madden*18 citations*
1282. **[BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies ↗](https://doi.org/10.1109/iccv48922.2021.00511)**Thomas Verelst, Tinne Tuytelaars*18 citations*
1283. **[Calibrated Adversarial Refinement for Stochastic Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00697)**Elias Kassapis, Georgi Dikov, Deepak Kumar Gupta et al.*18 citations*
1284. **[Composable Augmentation Encoding for Video Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.00871)**Chen Sun, Arsha Nagrani, Yonglong Tian et al.*18 citations*
1285. **[Deep Permutation Equivariant Structure from Motion ↗](https://doi.org/10.1109/iccv48922.2021.00592)**Dror Moran, Hodaya Koslowsky, Yoni Kasten et al.*18 citations*
1286. **[End-to-End Unsupervised Document Image Blind Denoising ↗](https://doi.org/10.1109/iccv48922.2021.00779)**Mehrdad J. Gangeh, Marcin Plata, Hamid Motahari et al.*18 citations*
1287. **[Improving De-raining Generalization via Neural Reorganization ↗](https://doi.org/10.1109/iccv48922.2021.00494)**Jie Xiao, Man Zhou, Xueyang Fu et al.*18 citations*
1288. **[LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments ↗](https://doi.org/10.1109/iccv48922.2021.00995)**Henry Howard-Jenkins, José-Raúl Ruiz-Sarmiento, Victor Adrian Prisacariu*18 citations*
1289. **[Learning to Cut by Watching Movies ↗](https://doi.org/10.1109/iccv48922.2021.00678)**Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar et al.*18 citations*
1290. **[Motion-Augmented Self-Training for Video Recognition at Smaller Scale ↗](https://doi.org/10.1109/iccv48922.2021.01026)**Kirill Gavrilyuk, Mihir Jain, Ilia Karmanov et al.*18 citations*
1291. **[Polarimetric Helmholtz Stereopsis ↗](https://doi.org/10.1109/iccv48922.2021.00499)**Yuqi Ding, Yu Ji, Mingyuan Zhou et al.*18 citations*
1292. **[Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00904)**Xin Jin, Cuiling Lan, Wenjun Zeng et al.*18 citations*
1293. **[VLGrammar: Grounded Grammar Induction of Vision and Language ↗](https://doi.org/10.1109/iccv48922.2021.00169)**Yining Hong, Qing Li, Song Chun Zhu et al.*18 citations*
1294. **[Weakly Supervised Relative Spatial Reasoning for Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00192)**Pratyay Banerjee, Tejas Gokhale, Yezhou Yang et al.*18 citations*
1295. **[Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping ↗](https://doi.org/10.1109/iccv48922.2021.00726)**Dongha Lee, Sehun Yu, Hyunjun Ju et al.*18 citations*
1296. **[Can Shape Structure Features Improve Model Robustness under Diverse Adversarial Settings? ↗](https://doi.org/10.1109/iccv48922.2021.00743)**Mingjie Sun, Zichao Li, Chaowei Xiao et al.*17 citations*
1297. **[Collaborative Learning with Disentangled Features for Zero-shot Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00877)**Won Young Jhoo, Jae‐Pil Heo*17 citations*
1298. **[Deep Halftoning with Reversible Binary Pattern ↗](https://doi.org/10.1109/iccv48922.2021.01374)**Menghan Xia, Wenbo Hu, Xueting Liu et al.*17 citations*
1299. **[Deep Matching Prior: Test-Time Optimization for Dense Correspondence ↗](https://doi.org/10.1109/iccv48922.2021.00976)**Sunghwan Hong, Seungryong Kim*17 citations*
1300. **[Detail Me More: Improving GAN’s photo-realism of complex scenes ↗](https://doi.org/10.1109/iccv48922.2021.01369)**Raghudeep Gadde, Qianli Feng, Aleix M. Martı́nez*17 citations*

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