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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022: all accepted papers

2,077 papers · page 13 of 21 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2022/)

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1201. **[SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization ↗](https://doi.org/10.1109/cvpr52688.2022.00111)**Canjie Luo, Lianwen Jin, Jingdong Chen*41 citations*
1202. **[TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing ↗](https://doi.org/10.1109/cvpr52688.2022.01222)**Jierun Chen, Tianlang He, Weipeng Zhuo et al.*41 citations*
1203. **[The Wanderings of Odysseus in 3D Scenes ↗](https://doi.org/10.1109/cvpr52688.2022.01983)**Yan Zhang, Siyu Tang*41 citations*
1204. **[Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01635)**Jing Li, Junsong Fan, Zhaoxiang Zhang*41 citations*
1205. **[Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.01980)**Jogendra Nath Kundu, Siddharth Seth, Pradyumna YM et al.*41 citations*
1206. **[BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information ↗](https://doi.org/10.1109/cvpr52688.2022.00385)**Nadine Ruegg, Silvia Zuffi, Konrad Schindler et al.*40 citations*
1207. **[Certified Patch Robustness via Smoothed Vision Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01471)**Hadi Salman, Saachi Jain, Eric Wong et al.*40 citations*
1208. **[Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers ↗](https://doi.org/10.1109/cvpr52688.2022.00010)**Yunhui Guo, Xudong Wang, Yubei Chen et al.*40 citations*
1209. **[Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism ↗](https://doi.org/10.1109/cvpr52688.2022.00904)**Binbin Yang, Xinchi Deng, Shi Han et al.*40 citations*
1210. **[Discrete time convolution for fast event-based stereo ↗](https://doi.org/10.1109/cvpr52688.2022.00848)**Kaixuan Zhang, Kaiwei Che, Jianguo Zhang et al.*40 citations*
1211. **[Domain-Agnostic Prior for Transfer Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00694)**Xinyue Huo, Lingxi Xie, Hengtong Hu et al.*40 citations*
1212. **[Energy-based Latent Aligner for Incremental Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00730)**K J Joseph, Salman Hameed Khan, Fahad Shahbaz Khan et al.*40 citations*
1213. **[Few-shot Backdoor Defense Using Shapley Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.01300)**Jiyang Guan, Zhuozhuo Tu, Ran He et al.*40 citations*
1214. **[Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning ↗](https://doi.org/10.1109/cvpr52688.2022.01343)**Minghao Chen, Fangyun Wei, Chong Li et al.*40 citations*
1215. **[Global Tracking via Ensemble of Local Trackers ↗](https://doi.org/10.1109/cvpr52688.2022.00856)**Zikun Zhou, Jianqiu Chen, Wenjie Pei et al.*40 citations*
1216. **[HEAT: Holistic Edge Attention Transformer for Structured Reconstruction ↗](https://doi.org/10.1109/cvpr52688.2022.00384)**Jiacheng Chen, Yiming Qian, Yasutaka Furukawa*40 citations*
1217. **[High Quality Segmentation for Ultra High-resolution Images ↗](https://doi.org/10.1109/cvpr52688.2022.00137)**Tiancheng Shen, Yuechen Zhang, Qi Lü et al.*40 citations*
1218. **[High-Fidelity Human Avatars from a Single RGB Camera ↗](https://doi.org/10.1109/cvpr52688.2022.01544)**Hao Zhao, Jinsong Zhang, Yu‐Kun Lai et al.*40 citations*
1219. **[HyperDet3D: Learning a Scene-conditioned 3D Object Detector ↗](https://doi.org/10.1109/cvpr52688.2022.00550)**Yu Zheng, Yueqi Duan, Jiwen Lu et al.*40 citations*
1220. **[Instance-Aware Dynamic Neural Network Quantization ↗](https://doi.org/10.1109/cvpr52688.2022.01211)**Zhenhua Liu, Yunhe Wang, Kai Han et al.*40 citations*
1221. **[LSVC: A Learning-based Stereo Video Compression Framework ↗](https://doi.org/10.1109/cvpr52688.2022.00598)**Zhenghao Chen, Guo Sheng Lu, Zhihao Hu et al.*40 citations*
1222. **[Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00021)**Qingsen Yan, Dong Gong, Yuhang Liu et al.*40 citations*
1223. **[Learning Distinctive Margin toward Active Domain Adaptation ↗](https://doi.org/10.1109/cvpr52688.2022.00783)**Ming Xie, Yuxi Li, Yabiao Wang et al.*40 citations*
1224. **[Learning to Detect Mobile Objects from LiDAR Scans Without Labels ↗](https://doi.org/10.1109/cvpr52688.2022.00120)**Yurong You, Katie Z Luo, Cheng Perng Phoo et al.*40 citations*
1225. **[Learning to Detect Scene Landmarks for Camera Localization ↗](https://doi.org/10.1109/cvpr52688.2022.01085)**Tien Do, Ondřej Mikšík, Joseph DeGol et al.*40 citations*
1226. **[Motron: Multimodal Probabilistic Human Motion Forecasting ↗](https://doi.org/10.1109/cvpr52688.2022.00635)**Tim Salzmann, Marco Pavone, Markus Ryll*40 citations*
1227. **[Neural Shape Mating: Self-Supervised Object Assembly with Adversarial Shape Priors ↗](https://doi.org/10.1109/cvpr52688.2022.01239)**Yunchun Chen, Haoda Li, Dylan Turpin et al.*40 citations*
1228. **[NeuralHDHair: Automatic High-fidelity Hair Modeling from a Single Image Using Implicit Neural Representations ↗](https://doi.org/10.1109/cvpr52688.2022.00158)**Keyu Wu, Yifan Ye, Lingchen Yang et al.*40 citations*
1229. **[Non-parametric Depth Distribution Modelling based Depth Inference for Multi-view Stereo ↗](https://doi.org/10.1109/cvpr52688.2022.00843)**Jiayu Yang, José Manuel Álvarez, Miaomiao Liu*40 citations*
1230. **[Object Localization under Single Coarse Point Supervision ↗](https://doi.org/10.1109/cvpr52688.2022.00482)**Xuehui Yu, Pengfei Chen, Di Wu et al.*40 citations*
1231. **[Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity ↗](https://doi.org/10.1109/cvpr52688.2022.00438)**Weiyao Wang, Matt Feiszli, Heng Wang et al.*40 citations*
1232. **[Out-of-distribution Generalization with Causal Invariant Transformations ↗](https://doi.org/10.1109/cvpr52688.2022.00047)**Ruoyu Wang, Mingyang Yi, Zhitang Chen et al.*40 citations*
1233. **[PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision ↗](https://doi.org/10.1109/cvpr52688.2022.01074)**Kehong Gong, Bingbing Li, Jianfeng Zhang et al.*40 citations*
1234. **[Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model ↗](https://doi.org/10.1109/cvpr52688.2022.01769)**Zipeng Xu, Tianwei Lin, Hao Tang et al.*40 citations*
1235. **[Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging ↗](https://doi.org/10.1109/cvpr52688.2022.01916)**Lingen Li, Lizhi Wang, Weitao Song et al.*40 citations*
1236. **[Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views ↗](https://doi.org/10.1109/cvpr52688.2022.01615)**Junbo Zhang, Kaisheng Ma*40 citations*
1237. **[SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00435)**Chenming Zhu, Xuanye Zhang, Yanran Li et al.*40 citations*
1238. **[Topology Preserving Local Road Network Estimation from Single Onboard Camera Image ↗](https://doi.org/10.1109/cvpr52688.2022.01675)**Yiğit Baran Can, Alexander Liniger, Danda Pani Paudel et al.*40 citations*
1239. **[BoxeR: Box-Attention for 2D and 3D Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.00473)**Duy-Kien Nguyen, Jihong Ju, Olaf Booij et al.*39 citations*
1240. **[CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism ↗](https://doi.org/10.1109/cvpr52688.2022.00651)**Jiahui Lei, Kostas Daniilidis*39 citations*
1241. **[Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs ↗](https://doi.org/10.1109/cvpr52688.2022.01889)**Kaifeng Gao, Long Chen, Yulei Niu et al.*39 citations*
1242. **[Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification ↗](https://doi.org/10.1109/cvpr52688.2022.00485)**Yanan Wang, Xuezhi Liang, Shengcai Liao*39 citations*
1243. **[Day-to-Night Image Synthesis for Training Nighttime Neural ISPs ↗](https://doi.org/10.1109/cvpr52688.2022.01050)**Abhijith Punnappurath, Abdullah Abuolaim, Abdelrahman Abdelhamed et al.*39 citations*
1244. **[Efficient Video Instance Segmentation via Tracklet Query and Proposal ↗](https://doi.org/10.1109/cvpr52688.2022.00103)**Jialian Wu, Sudhir Yarram, Hui Liang et al.*39 citations*
1245. **[Fourier Document Restoration for Robust Document Dewarping and Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.00453)**Chuhui Xue, Zichen Tian, Fangneng Zhan et al.*39 citations*
1246. **[Generalizable Human Pose Triangulation ↗](https://doi.org/10.1109/cvpr52688.2022.01075)**Kristijan Bartol, David Bojanić, Tomislav Petković*39 citations*
1247. **[Imposing Consistency for Optical Flow Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.00318)**Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli et al.*39 citations*
1248. **[IntentVizor: Towards Generic Query Guided Interactive Video Summarization ↗](https://doi.org/10.1109/cvpr52688.2022.01025)**Guande Wu, Jianzhe Lin, Claudio T. Silva*39 citations*
1249. **[Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability ↗](https://doi.org/10.1109/cvpr52688.2022.00895)**Ruifei He, Shuyang Sun, Jihan Yang et al.*39 citations*
1250. **[Learning Invisible Markers for Hidden Codes in Offline-to-online Photography ↗](https://doi.org/10.1109/cvpr52688.2022.00231)**Jun Jia, Zhongpai Gao, Dandan Zhu et al.*39 citations*
1251. **[Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers ↗](https://doi.org/10.1109/cvpr52688.2022.01016)**Dominik Zietlow, Michael Lohaus, Guha Balakrishnan et al.*39 citations*
1252. **[Localized Adversarial Domain Generalization ↗](https://doi.org/10.1109/cvpr52688.2022.00697)**Wei Zhu, Le Lü, Jing Xiao et al.*39 citations*
1253. **[Modeling Image Composition for Complex Scene Generation ↗](https://doi.org/10.1109/cvpr52688.2022.00761)**Zuopeng Yang, Daqing Liu, Chaoyue Wang et al.*39 citations*
1254. **[OpenTAL: Towards Open Set Temporal Action Localization ↗](https://doi.org/10.1109/cvpr52688.2022.00299)**Wentao Bao, Qi Yu, Yu Kong*39 citations*
1255. **[Recurrent Glimpse-based Decoder for Detection with Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00519)**Zhe Chen, Jing Zhang, Dacheng Tao*39 citations*
1256. **[Single-Stage is Enough: Multi-Person Absolute 3D Pose Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.01274)**Lei Jin, Chenyang Xu, Xiaojuan Wang et al.*39 citations*
1257. **[Synthetic Generation of Face Videos with Plethysmograph Physiology ↗](https://doi.org/10.1109/cvpr52688.2022.01993)**Zhen Wang, Yunhao Ba, Pradyumna Chari et al.*39 citations*
1258. **[Active Learning for Open-set Annotation ↗](https://doi.org/10.1109/cvpr52688.2022.00014)**Kun-Peng Ning, Xun Zhao, Yu Li et al.*38 citations*
1259. **[Category-Aware Transformer Network for Better Human-Object Interaction Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01893)**Leizhen Dong, Zhimin Li, Kunlun Xu et al.*38 citations*
1260. **[Crossmodal Representation Learning for Zero-shot Action Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01935)**Chung-Ching Lin, Kevin Lin, Lijuan Wang et al.*38 citations*
1261. **[DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation with Weak Annotations ↗](https://doi.org/10.1109/cvpr52688.2022.02009)**Liangdong Qiu, Chongjie Ye, Pei Chen et al.*38 citations*
1262. **[DiffPoseNet: Direct Differentiable Camera Pose Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.00672)**Chethan M. Parameshwara, Gokul Hari, Cornelia Fermüller et al.*38 citations*
1263. **[Differentiable Dynamics for Articulated 3d Human Motion Reconstruction ↗](https://doi.org/10.1109/cvpr52688.2022.01284)**Erik Gärtner, Mykhaylo Andriluka, Erwin Coumans et al.*38 citations*
1264. **[Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation ↗](https://doi.org/10.1109/cvpr52688.2022.01115)**Naofumi Akimoto, Yuhi Matsuo, Yoshimitsu Aoki*38 citations*
1265. **[Dynamic 3D Gaze from Afar: Deep Gaze Estimation from Temporal Eye-Head-Body Coordination ↗](https://doi.org/10.1109/cvpr52688.2022.00223)**Soma Nonaka, Shohei Nobuhara, Ko Nishino*38 citations*
1266. **[Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision ↗](https://doi.org/10.1109/cvpr52688.2022.01281)**Jian Wang, Lingjie Liu, Weipeng Xu et al.*38 citations*
1267. **[Expanding Large Pre-trained Unimodal Models with Multimodal Information Injection for Image-Text Multimodal Classification ↗](https://doi.org/10.1109/cvpr52688.2022.01505)**Tao Liang, Guosheng Lin, Mingyang Wan et al.*38 citations*
1268. **[General Incremental Learning with Domain-aware Categorical Representations ↗](https://doi.org/10.1109/cvpr52688.2022.01395)**Jiangwei Xie, Shipeng Yan, Xuming He*38 citations*
1269. **[Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00957)**Haoxiang Wang, Yite Wang, Ruoyu Sun et al.*38 citations*
1270. **[Learning Program Representations for Food Images and Cooking Recipes ↗](https://doi.org/10.1109/cvpr52688.2022.01606)**Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko et al.*38 citations*
1271. **[Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data ↗](https://doi.org/10.1109/cvpr52688.2022.00933)**Yu-Ming Tang, Yi-Xing Peng, Wei‐Shi Zheng*38 citations*
1272. **[PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition ↗](https://doi.org/10.1109/cvpr52688.2022.01917)**Partha Das, Sezer Karaoğlu, Theo Gevers*38 citations*
1273. **[PlanarRecon: Realtime 3D Plane Detection and Reconstruction from Posed Monocular Videos ↗](https://doi.org/10.1109/cvpr52688.2022.00612)**Yiming Xie, Matheus Gadelha, Fengting Yang et al.*38 citations*
1274. **[Reference-based Video Super-Resolution Using Multi-Camera Video Triplets ↗](https://doi.org/10.1109/cvpr52688.2022.01730)**Junyong Lee, Myeonghee Lee, Sunghyun Cho et al.*38 citations*
1275. **[Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer ↗](https://doi.org/10.1109/cvpr52688.2022.00693)**Wenjian Wang, Lijuan Duan, Yuxi Wang et al.*38 citations*
1276. **[Revisiting Document Image Dewarping by Grid Regularization ↗](https://doi.org/10.1109/cvpr52688.2022.00450)**Xiangwei Jiang, Rujiao Long, Nan Xue et al.*38 citations*
1277. **[The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy ↗](https://doi.org/10.1109/cvpr52688.2022.01171)**Tianlong Chen, Zhenyu Zhang, Yu Cheng et al.*38 citations*
1278. **[UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog ↗](https://doi.org/10.1109/cvpr52688.2022.01757)**Cheng Chen, Zhenshan Tan, Qingrong Cheng et al.*38 citations*
1279. **[Weakly Supervised Object Localization as Domain Adaption ↗](https://doi.org/10.1109/cvpr52688.2022.01423)**Lei Zhu, Qi She, Qian Chen et al.*38 citations*
1280. **[Attribute Group Editing for Reliable Few-shot Image Generation ↗](https://doi.org/10.1109/cvpr52688.2022.01091)**Guanqi Ding, Xinzhe Han, Shuhui Wang et al.*37 citations*
1281. **[Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis ↗](https://doi.org/10.1109/cvpr52688.2022.00805)**Karren Yang, Dejan Markovic, Steven Krenn et al.*37 citations*
1282. **[DPICT: Deep Progressive Image Compression Using Trit-Planes ↗](https://doi.org/10.1109/cvpr52688.2022.01564)**Jae-Han Lee, Seungmin Jeon, Kwang Pyo Choi et al.*37 citations*
1283. **[Dual-Key Multimodal Backdoors for Visual Question Answering ↗](https://doi.org/10.1109/cvpr52688.2022.01494)**Matthew Walmer, Karan Sikka, Indranil Sur et al.*37 citations*
1284. **[Exploring Geometric Consistency for Monocular 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00173)**Qing Lian, Botao Ye, Ruijia Xu et al.*37 citations*
1285. **[Few-shot Keypoint Detection with Uncertainty Learning for Unseen Species ↗](https://doi.org/10.1109/cvpr52688.2022.01881)**Changsheng Lu, Piotr Koniusz*37 citations*
1286. **[GazeOnce: Real-Time Multi-Person Gaze Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.00416)**Mingfang Zhang, Yunfei Liu, Feng Lu*37 citations*
1287. **[Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness ↗](https://doi.org/10.1109/cvpr52688.2022.01480)**Giulio Lovisotto, Nicole Finnie, Mauricio Muñoz et al.*37 citations*
1288. **[GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains ↗](https://doi.org/10.1109/cvpr52688.2022.02044)**Lei Fan, Yiwen Ding, Dongdong Fan et al.*37 citations*
1289. **[Investigating Top-k White-Box and Transferable Black-box Attack ↗](https://doi.org/10.1109/cvpr52688.2022.01466)**Chaoning Zhang, Philipp Benz, Adil Karjauv et al.*37 citations*
1290. **[Is Mapping Necessary for Realistic PointGoal Navigation? ↗](https://doi.org/10.1109/cvpr52688.2022.01672)**Ruslan Partsey, Erik Wijmans, Naoki Yokoyama et al.*37 citations*
1291. **[It is Okay to Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection ↗](https://doi.org/10.1109/cvpr52688.2022.02058)**Youssef H. Mohamed, Faizan Farooq Khan, Kilichbek Haydarov et al.*37 citations*
1292. **[LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01666)**Yihan Zeng, Da Zhang, Chunwei Wang et al.*37 citations*
1293. **[Learning Pixel Trajectories with Multiscale Contrastive Random Walks ↗](https://doi.org/10.1109/cvpr52688.2022.00640)**Zhangxing Bian, Allan Jabri, Alexei A. Efros et al.*37 citations*
1294. **[NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration ↗](https://doi.org/10.1109/cvpr52688.2022.02014)**Yifan Wu, Tom Z. Jiahao, Jiancong Wang et al.*37 citations*
1295. **[Neural Emotion Director: Speech-preserving semantic control of facial expressions in “in-the-wild” videos ↗](https://doi.org/10.1109/cvpr52688.2022.01822)**Foivos Paraperas Papantoniou, Panagiotis Paraskevas Filntisis, Petros A. Maragos et al.*37 citations*
1296. **[On Generalizing Beyond Domains in Cross-Domain Continual Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00905)**Christian Simon, Masoud Faraki, Yi–Hsuan Tsai et al.*37 citations*
1297. **[Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images ↗](https://doi.org/10.1109/cvpr52688.2022.00382)**Heming Zhu, Lingteng Qiu, Yuda Qiu et al.*37 citations*
1298. **[SS3D: Sparsely-Supervised 3D Object Detection from Point Cloud ↗](https://doi.org/10.1109/cvpr52688.2022.00824)**Chuandong Liu, Chenqiang Gao, Fangcen Liu et al.*37 citations*
1299. **[Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels ↗](https://doi.org/10.1109/cvpr52688.2022.00044)**Yikai Wang, Xinwei Sun, Yanwei Fu*37 citations*
1300. **[Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning ↗](https://doi.org/10.1109/cvpr52688.2022.00360)**Ligong Han, Jian Ren, Hsin-Ying Lee et al.*37 citations*

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