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title: "ICCV 2023 — all accepted papers, page 12 — the most cited first"
description: "All 2,158 papers of ICCV 2023 · page 12 of 22, the most cited first; those with our summary link to it."
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# ICCV 2023: all accepted papers

2,158 papers · page 12 of 22 · the most cited first · [← ICCV 2023](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2023/)

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1101. **[Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action Localization ↗](https://doi.org/10.1109/iccv51070.2023.00932)**Kun Xia, Le Wang, Sanping Zhou et al.*20 citations*
1102. **[LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ↗](https://doi.org/10.1109/iccv51070.2023.00274)**Shi Cheng, Sibei Yang*20 citations*
1103. **[MODA: Mapping-Once Audio-driven Portrait Animation with Dual Attentions ↗](https://doi.org/10.1109/iccv51070.2023.02104)**Yunfei Liu, Lijian Lin, Fei Yu et al.*20 citations*
1104. **[MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics ↗](https://doi.org/10.1109/iccv51070.2023.01961)**Qiushi Yang, Wuyang Li, Baopu Li et al.*20 citations*
1105. **[MVPSNet: Fast Generalizable Multi-view Photometric Stereo ↗](https://doi.org/10.1109/iccv51070.2023.01151)**Dongxu Zhao, Daniel Lichy, Pierre-Nicolas Perrin et al.*20 citations*
1106. **[Multi-event Video-Text Retrieval ↗](https://doi.org/10.1109/iccv51070.2023.02021)**Gengyuan Zhang, Jisen Ren, Jindong Gu et al.*20 citations*
1107. **[NPC: Neural Point Characters from Video ↗](https://doi.org/10.1109/iccv51070.2023.01359)**Shih-Yang Su, Timur Bagautdinov, Helge Rhodin*20 citations*
1108. **[PARTNER: Level up the Polar Representation for LiDAR 3D Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.00352)**Ming Nie, Yujing Xue, Chunwei Wang et al.*20 citations*
1109. **[RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters ↗](https://doi.org/10.1109/iccv51070.2023.01117)**Wenqi Ouyang, Dong Yi, Xiaoyang Kang et al.*20 citations*
1110. **[Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation ↗](https://doi.org/10.1109/iccv51070.2023.01727)**Wenyu Zhang, Li Shen, Chuan-Sheng Foo*20 citations*
1111. **[Scanning Only Once: An End-to-end Framework for Fast Temporal Grounding in Long Videos ↗](https://doi.org/10.1109/iccv51070.2023.01266)**Yulin Pan, Xiangteng He, Biao Gong et al.*20 citations*
1112. **[SimMatchV2: Semi-Supervised Learning with Graph Consistency ↗](https://doi.org/10.1109/iccv51070.2023.01506)**Mingkai Zheng, Shan You, Lang Huang et al.*20 citations*
1113. **[Skill Transformer: A Monolithic Policy for Mobile Manipulation ↗](https://doi.org/10.1109/iccv51070.2023.00996)**Xiaoyu Huang, Dhruv Batra, Akshara Rai et al.*20 citations*
1114. **[Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes ↗](https://doi.org/10.1109/iccv51070.2023.00631)**Di Wu, Pengfei Chen, Xuehui Yu et al.*20 citations*
1115. **[Strivec: Sparse Tri-Vector Radiance Fields ↗](https://doi.org/10.1109/iccv51070.2023.01611)**Quankai Gao, Qiangeng Xu, Hao Su et al.*20 citations*
1116. **[Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer ↗](https://doi.org/10.1109/iccv51070.2023.01282)**Guangyi Chen, Xiao Liu, Guangrun Wang et al.*20 citations*
1117. **[Towards Understanding the Generalization of Deepfake Detectors from a Game-Theoretical View ↗](https://doi.org/10.1109/iccv51070.2023.00194)**Kelu Yao, Jin Wang, Boyu Diao et al.*20 citations*
1118. **[Transparent Shape from a Single View Polarization Image ↗](https://doi.org/10.1109/iccv51070.2023.00851)**Mingqi Shao, Chongkun Xia, Zhendong Yang et al.*20 citations*
1119. **[Universal Domain Adaptation via Compressive Attention Matching ↗](https://doi.org/10.1109/iccv51070.2023.00642)**Didi Zhu, Yinchuan Li, Junkun Yuan et al.*20 citations*
1120. **[Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning ↗](https://doi.org/10.1109/iccv51070.2023.01716)**Dayuan Jian, Mohammad Ghomi Rostami*20 citations*
1121. **[VQ3D: Learning a 3D-Aware Generative Model on ImageNet ↗](https://doi.org/10.1109/iccv51070.2023.00391)**Kyle Sargent, Jing Yu Koh, Han Zhang et al.*20 citations*
1122. **[Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency ↗](https://doi.org/10.1109/iccv51070.2023.01999)**Jungbeom Lee, Sungjin Lee, Jinseok Nam et al.*20 citations*
1123. **[Weakly-Supervised Action Segmentation and Unseen Error Detection in Anomalous Instructional Videos ↗](https://doi.org/10.1109/iccv51070.2023.00929)**Reza Ghoddoosian, Isht Dwivedi, Nakul Agarwal et al.*20 citations*
1124. **[Weakly-Supervised Text-driven Contrastive Learning for Facial Behavior Understanding ↗](https://doi.org/10.1109/iccv51070.2023.01897)**Xiang Zhang, Taoyue Wang, Xiaotian Li et al.*20 citations*
1125. **[σ-Adaptive Decoupled Prototype for Few-Shot Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.01737)**Jinhao Du, Shan Zhang, Qiang Chen et al.*20 citations*
1126. **[3D Implicit Transporter for Temporally Consistent Keypoint Discovery ↗](https://doi.org/10.1109/iccv51070.2023.00358)**Chengliang Zhong, Yuhang Zheng, Yupeng Zheng et al.*19 citations*
1127. **[Adaptive Testing of Computer Vision Models ↗](https://doi.org/10.1109/iccv51070.2023.00370)**Irena Gao, Gabriel Ilharco, Scott Lundberg et al.*19 citations*
1128. **[Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.02005)**Jianzong Wu, Xiangtai Li, Henghui Ding et al.*19 citations*
1129. **[Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision ↗](https://doi.org/10.1109/iccv51070.2023.00121)**Yu-Hsing Hsieh, Guan-Sheng Chen, Shun-Xian Cai et al.*19 citations*
1130. **[CrossLoc3D: Aerial-Ground Cross-Source 3D Place Recognition ↗](https://doi.org/10.1109/iccv51070.2023.01041)**Tianrui Guan, Aswath Muthuselvam, Montana Hoover et al.*19 citations*
1131. **[Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction ↗](https://doi.org/10.1109/iccv51070.2023.01362)**Hyeongjin Nam, Daniel Sungho Jung, Yeonguk Oh et al.*19 citations*
1132. **[DIME-FM : DIstilling Multimodal and Efficient Foundation Models ↗](https://doi.org/10.1109/iccv51070.2023.01423)**Ximeng Sun, Pengchuan Zhang, Peizhao Zhang et al.*19 citations*
1133. **[DPS-Net: Deep Polarimetric Stereo Depth Estimation ↗](https://doi.org/10.1109/iccv51070.2023.00330)**Chaoran Tian, Weihong Pan, Zimo Wang et al.*19 citations*
1134. **[DQS3D: Densely-matched Quantization-aware Semi-supervised 3D Detection ↗](https://doi.org/10.1109/iccv51070.2023.02002)**Huan-ang Gao, Beiwen Tian, Pengfei Li et al.*19 citations*
1135. **[Density-invariant Features for Distant Point Cloud Registration ↗](https://doi.org/10.1109/iccv51070.2023.01670)**Quan Liu, Hongzi Zhu, Yunsong Zhou et al.*19 citations*
1136. **[Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning ↗](https://doi.org/10.1109/iccv51070.2023.00171)**Yun Li, Zhe Liu, Saurav Jha et al.*19 citations*
1137. **[Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation ↗](https://doi.org/10.1109/iccv51070.2023.01735)**Sunandini Sanyal, Ashish Ramayee Asokan, Suvaansh Bhambri et al.*19 citations*
1138. **[Ego-Only: Egocentric Action Detection without Exocentric Transferring ↗](https://doi.org/10.1109/iccv51070.2023.00484)**Huiyu Wang, Mitesh Kumar Singh, Lorenzo Torresani*19 citations*
1139. **[End-to-end 3D Tracking with Decoupled Queries ↗](https://doi.org/10.1109/iccv51070.2023.01678)**Yanwei Li, Zhiding Yu, Jonah Philion et al.*19 citations*
1140. **[Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training ↗](https://doi.org/10.1109/iccv51070.2023.01564)**Xiao-Ming Wu, Dian Zheng, Zuhao Liu et al.*19 citations*
1141. **[FBLNet: FeedBack Loop Network for Driver Attention Prediction ↗](https://doi.org/10.1109/iccv51070.2023.01230)**Yilong Chen, Zhixiong Nan, Tao Xiang*19 citations*
1142. **[Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors ↗](https://doi.org/10.1109/iccv51070.2023.00852)**Zhangyang Xiong, Di Kang, Derong Jin et al.*19 citations*
1143. **[Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning ↗](https://doi.org/10.1109/iccv51070.2023.00522)**Hanjae Kim, Jiyoung Lee, Seongheon Park et al.*19 citations*
1144. **[Joint Metrics Matter: A Better Standard for Trajectory Forecasting ↗](https://doi.org/10.1109/iccv51070.2023.01858)**Erica Weng, Hana Hoshino, Deva Ramanan et al.*19 citations*
1145. **[LFS-GAN: Lifelong Few-Shot Image Generation ↗](https://doi.org/10.1109/iccv51070.2023.01043)**Juwon Seo, Jisu Kang, Gyeong-Moon Park*19 citations*
1146. **[Learn TAROT with MENTOR: A Meta-Learned Self-supervised Approach for Trajectory Prediction ↗](https://doi.org/10.1109/iccv51070.2023.00770)**Mozhgan Pourkeshavarz, Changhe Chen, Amir Rasouli*19 citations*
1147. **[Locally Stylized Neural Radiance Fields ↗](https://doi.org/10.1109/iccv51070.2023.00035)**Hong-Wing Pang, Binh‐Son Hua, Sai-Kit Yeung*19 citations*
1148. **[Locating Noise is Halfway Denoising for Semi-Supervised Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.01523)**Yan Fang, Feng Zhu, Bowen Cheng et al.*19 citations*
1149. **[Masked Autoencoders are Efficient Class Incremental Learners ↗](https://doi.org/10.1109/iccv51070.2023.01750)**Jiang-Tian Zhai, Xialei Liu, Andrew D. Bagdanov et al.*19 citations*
1150. **[Multi-Label Self-Supervised Learning with Scene Images ↗](https://doi.org/10.1109/iccv51070.2023.00616)**Ke Zhu, Minghao Fu, Jianxin Wu*19 citations*
1151. **[Pluralistic Aging Diffusion Autoencoder ↗](https://doi.org/10.1109/iccv51070.2023.02067)**Peipei Li, Rui Wang, Huaibo Huang et al.*19 citations*
1152. **[PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning ↗](https://doi.org/10.1109/iccv51070.2023.00433)**Junfeng Guo, Ang Li, Lixu Wang et al.*19 citations*
1153. **[Prior-guided Source-free Domain Adaptation for Human Pose Estimation ↗](https://doi.org/10.1109/iccv51070.2023.01377)**Dripta S. Raychaudhuri, Calvin-Khang Ta, Arindam Dutta et al.*19 citations*
1154. **[Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery ↗](https://doi.org/10.1109/iccv51070.2023.01530)**Hyungmin Kim, Sungho Suh, Dae-Hwan Kim et al.*19 citations*
1155. **[Semantically Structured Image Compression via Irregular Group-Based Decoupling ↗](https://doi.org/10.1109/iccv51070.2023.01581)**Ruoyu Feng, Yixin Gao, Xin Jin et al.*19 citations*
1156. **[Shatter and Gather: Learning Referring Image Segmentation with Text Supervision ↗](https://doi.org/10.1109/iccv51070.2023.01425)**Dong-Won Kim, Namyup Kim, Cuiling Lan et al.*19 citations*
1157. **[Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ↗](https://doi.org/10.1109/iccv51070.2023.01851)**Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko et al.*19 citations*
1158. **[TiDAL: Learning Training Dynamics for Active Learning ↗](https://doi.org/10.1109/iccv51070.2023.02041)**Seong Min Kye, Kwanghee Choi, Hyeongmin Byun et al.*19 citations*
1159. **[Towards Building More Robust Models with Frequency Bias ↗](https://doi.org/10.1109/iccv51070.2023.00406)**Qingwen Bu, Dong Huang, Heming Cui*19 citations*
1160. **[Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization ↗](https://doi.org/10.1109/iccv51070.2023.01501)**Jungsoo Lee, Debasmit Das, Jaegul Choo et al.*19 citations*
1161. **[TrackFlow: Multi-Object Tracking with Normalizing Flows ↗](https://doi.org/10.1109/iccv51070.2023.00874)**Gianluca Mancusi, Aniello Panariello, Angelo Porrello et al.*19 citations*
1162. **[Under-Display Camera Image Restoration with Scattering Effect ↗](https://doi.org/10.1109/iccv51070.2023.01156)**Binbin Song, Xiangyu Chen, Shuning Xu et al.*19 citations*
1163. **[Understanding the Feature Norm for Out-of-Distribution Detection ↗](https://doi.org/10.1109/iccv51070.2023.00150)**Jaewoo Park, Jacky Chen Long Chai, Jaeho Yoon et al.*19 citations*
1164. **[VAPCNet: Viewpoint-Aware 3D Point Cloud Completion ↗](https://doi.org/10.1109/iccv51070.2023.01112)**Zhiheng Fu, Longguang Wang, Lian Xu et al.*19 citations*
1165. **[iDAG: Invariant DAG Searching for Domain Generalization ↗](https://doi.org/10.1109/iccv51070.2023.01756)**Zenan Huang, Haobo Wang, Junbo Zhao et al.*19 citations*
1166. **[Adaptive Template Transformer for Mitochondria Segmentation in Electron Microscopy Images ↗](https://doi.org/10.1109/iccv51070.2023.01963)**Yuwen Pan, Naisong Luo, Rui Sun et al.*18 citations*
1167. **[Attention Discriminant Sampling for Point Clouds ↗](https://doi.org/10.1109/iccv51070.2023.01327)**Cheng-Yao Hong, Yu-Ying Chou, Tyng-Luh Liu*18 citations*
1168. **[Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color Prediction ↗](https://doi.org/10.1109/iccv51070.2023.00741)**Christophe Bolduc, Justine Giroux, Marc Hébert et al.*18 citations*
1169. **[Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification ↗](https://doi.org/10.1109/iccv51070.2023.01962)**Linhao Qu, Zhiwei Yang, Minghong Duan et al.*18 citations*
1170. **[ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules ↗](https://doi.org/10.1109/iccv51070.2023.02029)**Zhi-Qi Cheng, Qi Dai, Alexander G. Hauptmann*18 citations*
1171. **[Class-Incremental Grouping Network for Continual Audio-Visual Learning ↗](https://doi.org/10.1109/iccv51070.2023.00716)**Shentong Mo, Weiguo Pian, Yapeng Tian*18 citations*
1172. **[Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding ↗](https://doi.org/10.1109/iccv51070.2023.00265)**Yang Liu, Jiahua Zhang, Qingchao Chen et al.*18 citations*
1173. **[DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification ↗](https://doi.org/10.1109/iccv51070.2023.00839)**Junzhe Zhang, Yushi Lan, Shuai Yang et al.*18 citations*
1174. **[EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.01762)**Suman Saha, Lukas Hoyer, Anton Obukhov et al.*18 citations*
1175. **[Foreground and Text-lines Aware Document Image Rectification ↗](https://doi.org/10.1109/iccv51070.2023.01793)**Heng Li, Xiangping Wu, Qingcai Chen et al.*18 citations*
1176. **[FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.00087)**Tianyi Shi, Xiaohuan Ding, Liang Zhang et al.*18 citations*
1177. **[GETAvatar: Generative Textured Meshes for Animatable Human Avatars ↗](https://doi.org/10.1109/iccv51070.2023.00216)**Xuanmeng Zhang, Jianfeng Zhang, Rohan Chacko et al.*18 citations*
1178. **[Hierarchical Prior Mining for Non-local Multi-View Stereo ↗](https://doi.org/10.1109/iccv51070.2023.00334)**Chunlin Ren, Qingshan Xu, Shikun Zhang et al.*18 citations*
1179. **[Homeomorphism Alignment for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/iccv51070.2023.01714)**Lihua Zhou, Mao Ye, Xiatian Zhu et al.*18 citations*
1180. **[Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.01539)**Runmin Dong, Lichao Mou, Mengxuan Chen et al.*18 citations*
1181. **[Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction ↗](https://doi.org/10.1109/iccv51070.2023.01194)**Su-Kai Chen, Hung-Lin Yen, Yu-Lun Liu et al.*18 citations*
1182. **[Learning to Distill Global Representation for Sparse-View CT ↗](https://doi.org/10.1109/iccv51070.2023.01938)**Zilong Li, Chenglong Ma, Jie Chen et al.*18 citations*
1183. **[LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation ↗](https://doi.org/10.1109/iccv51070.2023.01812)**Amirreza Shaban, JoonHo Lee, Sanghun Jung et al.*18 citations*
1184. **[LightDepth: Single-View Depth Self-Supervision from Illumination Decline ↗](https://doi.org/10.1109/iccv51070.2023.01945)**Javier Rodríguez-Puigvert, Víctor M. Batlle, J. M. M. Montiel et al.*18 citations*
1185. **[MemorySeg: Online LiDAR Semantic Segmentation with a Latent Memory ↗](https://doi.org/10.1109/iccv51070.2023.00075)**Enxu Li, Sergio Casas, Raquel Urtasun*18 citations*
1186. **[NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning ↗](https://doi.org/10.1109/iccv51070.2023.01072)**Tamasha Malepathirana, Damith Senanayake, Saman Kumara Halgamuge*18 citations*
1187. **[Open-Vocabulary Object Detection With an Open Corpus ↗](https://doi.org/10.1109/iccv51070.2023.00622)**Jiong Wang, Huiming Zhang, Haiwen Hong et al.*18 citations*
1188. **[Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption ↗](https://doi.org/10.1109/iccv51070.2023.00228)**Teng Hu, Jiangning Zhang, Liang Liu et al.*18 citations*
1189. **[Point Contrastive Prediction with Semantic Clustering for Self-Supervised Learning on Point Cloud Videos ↗](https://doi.org/10.1109/iccv51070.2023.01514)**Xiaoxiao Sheng, Zhiqiang Shen, Gang Xiao et al.*18 citations*
1190. **[Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation ↗](https://doi.org/10.1109/iccv51070.2023.01554)**Shuangrui Ding, Peisen Zhao, Xiaopeng Zhang et al.*18 citations*
1191. **[Pseudo Flow Consistency for Self-Supervised 6D Object Pose Estimation ↗](https://doi.org/10.1109/iccv51070.2023.01294)**Yang Hai, Rui Song, Jiaojiao Li et al.*18 citations*
1192. **[RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning ↗](https://doi.org/10.1109/iccv51070.2023.00991)**Kang Liao, Lang Nie, Chunyu Lin et al.*18 citations*
1193. **[SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ↗](https://doi.org/10.1109/iccv51070.2023.01165)**Han Yang, Tianyu Wang, Xiaowei Hu et al.*18 citations*
1194. **[Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising ↗](https://doi.org/10.1109/iccv51070.2023.01189)**Jun Cheng, Tao Liu, Shan Tan*18 citations*
1195. **[Spatial-Aware Token for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/iccv51070.2023.00177)**Pingyu Wu, Wei Zhai, Yang Hua Cao et al.*18 citations*
1196. **[Too Large; Data Reduction for Vision-Language Pre-Training ↗](https://doi.org/10.1109/iccv51070.2023.00292)**Alex Jinpeng Wang, Kevin Qinghong Lin, David Junhao Zhang et al.*18 citations*
1197. **[Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond ↗](https://doi.org/10.1109/iccv51070.2023.00672)**Yang Zhao, Tingbo Hou, Yu-Chuan Su et al.*18 citations*
1198. **[Towards High-Quality Specular Highlight Removal by Leveraging Large-Scale Synthetic Data ↗](https://doi.org/10.1109/iccv51070.2023.01181)**Gang Fu, Qing Zhang, Lei Zhu et al.*18 citations*
1199. **[Towards Viewpoint-Invariant Visual Recognition via Adversarial Training ↗](https://doi.org/10.1109/iccv51070.2023.00434)**Shouwei Ruan, Yinpeng Dong, Hang Su et al.*18 citations*
1200. **[Towards Zero Domain Gap: A Comprehensive Study of Realistic LiDAR Simulation for Autonomy Testing ↗](https://doi.org/10.1109/iccv51070.2023.00760)**Sivabalan Manivasagam, Ioan Andrei Bârsan, Jingkang Wang et al.*18 citations*

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