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2024

Diffusion Models: A Comprehensive Survey of Methods and ApplicationsLing Yang 0006, Zhilong Zhang, Yang Song 0011, Shenda Hong, Runsheng Xu, Yue Zhao 0016, Wentao Zhang, Bin Cui 0001, Ming-Hsuan Yang 0001. ACM Comput. Surv., 56(4), April 2024. [doi]

Beyond SOT: Tracking Multiple Generic Objects at OnceChristoph Mayer 0007, Martin Danelljan, Ming-Hsuan Yang 0001, Vittorio Ferrari, Luc Van Gool, Alina Kuznetsova. wacv 2024: 6812-6822 [doi]

Automatically Discovering Novel Visual Categories With Adaptive Prototype LearningLu Zhang 0054, Lu Qi, Xu Yang 0004, Hong Qiao, Ming-Hsuan Yang 0001, Zhiyong Liu 0001. pami, 46(4):2533-2544, April 2024. [doi]

Learning Hierarchical Modular Networks for Video CaptioningGuorong Li, Hanhua Ye, Yuankai Qi, Shuhui Wang, Laiyun Qing, Qingming Huang, Ming-Hsuan Yang 0001. pami, 46(2):1049-1064, February 2024. [doi]

BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving ScenariosZhiwei Lin, Yongtao Wang, Shengxiang Qi, Nan Dong, Ming-Hsuan Yang 0001. AAAI 2024: 3531-3539 [doi]

FlowNAS: Neural Architecture Search for Optical Flow EstimationZhiwei Lin, Tingting Liang, Taihong Xiao, Yongtao Wang, Ming-Hsuan Yang 0001. ijcv, 132(4):1055-1074, April 2024. [doi]

CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the UnseenHao Zhang, Fang Li, Lu Qi, Ming-Hsuan Yang 0001, Narendra Ahuja. AAAI 2024: 7078-7086 [doi]

2023

Guest Editorial Introduction to the Special Section on Transformer Models in VisionSalman H. Khan 0001, Fahad Shahbaz Khan, Ashish Vaswani, Niki Parmar, Ming-Hsuan Yang 0001, Mubarak Shah. pami, 45(11):12721-12725, November 2023. [doi]

ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited DataJie Cao 0002, Mandi Luo, Junchi Yu, Ming-Hsuan Yang 0001, Ran He. pami, 45(7):8920-8935, July 2023. [doi]

Unified Visual Relationship Detection with Vision and Language ModelsLong Zhao 0003, Liangzhe Yuan, Boqing Gong, Yin Cui, Florian Schroff, Ming-Hsuan Yang 0001, Hartwig Adam, Ting Liu 0005. iccv 2023: 6939-6950 [doi]

Module-wise Adaptive Distillation for Multimodality Foundation ModelsChen Liang 0006, Jiahui Yu, Ming-Hsuan Yang 0001, Matthew Brown, Yin Cui, Tuo Zhao, Boqing Gong, Tianyi Zhou 0002. nips 2023: [doi]

MiniROAD: Minimal RNN Framework for Online Action DetectionJoungbin An, Hyolim Kang, Su Ho Han, Ming-Hsuan Yang 0001, Seon Joo Kim. iccv 2023: 10307-10316 [doi]

Muse: Text-To-Image Generation via Masked Generative TransformersHuiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot, José Lezama, Lu Jiang 0004, Ming-Hsuan Yang 0001, Kevin Patrick Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan. icml 2023: 4055-4075 [doi]

Fast Robust Principle Component Analysis Using Gauss-Newton IterationsWilliam Chettleburgh, Zhishen Huang, Ming-Hsuan Yang 0001. icassp 2023: 1-5 [doi]

Learning to Dub Movies via Hierarchical Prosody ModelsGaoxiang Cong, Liang Li 0003, Yuankai Qi, Zheng-Jun Zha, Qi Wu, Wenyu Wang, Bin Jiang, Ming-Hsuan Yang 0001, Qingming Huang. cvpr 2023: 14687-14697 [doi]

Burstormer: Burst Image Restoration and Enhancement TransformerAkshay Dudhane, Syed Waqas Zamir, Salman Khan 0001, Fahad Shahbaz Khan, Ming-Hsuan Yang 0001. cvpr 2023: 5703-5712 [doi]

Large-Scale Unsupervised Semantic SegmentationShanghua Gao, Zhong-Yu Li, Ming-Hsuan Yang 0001, Ming-Ming Cheng, Junwei Han, Philip H. S. Torr. pami, 45(6):7457-7476, June 2023. [doi]

CLR: Channel-wise Lightweight Reprogramming for Continual LearningYunhao Ge, Yuecheng Li, Shuo Ni, Jiaping Zhao, Ming-Hsuan Yang 0001, Laurent Itti. iccv 2023: 18752-18762 [doi]

Improving Zero-shot Generalization and Robustness of Multi-Modal ModelsYunhao Ge, Jie Ren 0006, Andrew Gallagher, Yuxiao Wang 0001, Ming-Hsuan Yang 0001, Hartwig Adam, Laurent Itti, Balaji Lakshminarayanan, Jiaping Zhao. cvpr 2023: 11093-11101 [doi]

Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object DetectionCheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin, Ming-Hsuan Yang 0001, Yi-Hsuan Tsai. nips 2023: [doi]

Self-supervised AutoFlowHsin-Ping Huang, Charles Herrmann, Junhwa Hur, Erika Lu, Kyle Sargent, Austin Stone, Ming-Hsuan Yang 0001, Deqing Sun. cvpr 2023: 11412-11421 [doi]

Counting Crowds in Bad WeatherZhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Sy-Yen Kuo, Ming-Hsuan Yang 0001. iccv 2023: 23251-23262 [doi]

Delving into Motion-Aware Matching for Monocular 3D Object TrackingKuan-Chih Huang, Ming-Hsuan Yang 0001, Yi-Hsuan Tsai. iccv 2023: 6886-6895 [doi]

Detecting and Tracking of Multiple Mice Using Part Proposal NetworksZheheng Jiang, Zhihua Liu, Long Chen 0019, Lei Tong, Xiangrong Zhang, Xiangyuan Lan, Danny Crookes, Ming-Hsuan Yang 0001, Huiyu Zhou 0001. tnn, 34(12):9806-9820, December 2023. [doi]

Self-regulating Prompts: Foundational Model Adaptation without ForgettingMuhammad Uzair Khattak, Syed Talal Wasim, Muzammal Naseer, Salman Khan, Ming-Hsuan Yang 0001, Fahad Shahbaz Khan. iccv 2023: 15144-15154 [doi]

The First Visual Object Tracking Segmentation VOTS2023 Challenge ResultsMatej Kristan, Jirí Matas, Martin Danelljan, Michael Felsberg, Hyung Jin Chang, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Zhongqun Zhang, Khanh-Tung Tran, Xuan-Son Vu, Johanna Björklund, Christoph Mayer 0007, Yushan Zhang, Lei Ke, Jie Zhao, Gustavo Fernández, Noor Al-Shakarji, Dong An, Michael Arens, Stefan Becker, Goutam Bhat, Sebastian Bullinger, Antoni B. Chan, Shijie Chang, Hanyuan Chen, Xin Chen, Yan Chen, Zhenyu Chen, Yangming Cheng, Yutao Cui, Chunyuan Deng, Jiahua Dong, Matteo Dunnhofer, Wei Feng, Jianlong Fu, Jie Gao, Ruize Han, Zeqi Hao, Jun-Yan He, Keji He, Zhenyu He 0001, Xiantao Hu, Kaer Huang, Yuqing Huang, Yi Jiang, Ben Kang, Jin-Peng Lan, Hyungjun Lee, Chenyang Li, Jiahao Li, Ning Li, Wangkai Li, Xiaodi Li, Xin Li, Pengyu Liu, Yue Liu, Huchuan Lu, Bin Luo, Ping Luo, Yinchao Ma, Deshui Miao, Christian Micheloni, Kannappan Palaniappan, Hancheol Park, Matthieu Paul, Houwen Peng, Zekun Qian, Gani Rahmon, Norbert Scherer-Negenborn, Pengcheng Shao, Wooksu Shin, Elham Soltani Kazemi, Tianhui Song, Rainer Stiefelhagen, Rui Sun, Chuanming Tang, Zhangyong Tang, Imad Eddine Toubal, Jack Valmadre, Joost van de Weijer 0001, Luc Van Gool, Jash Vira, Stéphane Vujasinovic, Cheng Wan, Jia Wan, Dong Wang 0004, Fei Wang 0032, Feifan Wang, He Wang, Limin Wang, Song Wang, Yaowei Wang, Zhepeng Wang, Gangshan Wu, Jiannan Wu, Qiangqiang Wu, Xiaojun Wu 0001, Anqi Xiao, Jinxia Xie, Chenlong Xu, Min Xu, Tianyang Xu, Yuanyou Xu, Bin Yan 0004, Dawei Yang, Ming-Hsuan Yang 0001, Tianyu Yang, Yi Yang, Zongxin Yang, Xuanwu Yin, Fisher Yu 0001, Hongyuan Yu, Qianjin Yu, Weichen Yu, Yongsheng Yuan, Zehuan Yuan, Jianlin Zhang, Lu Zhang, Tianzhu Zhang, Guodongfang Zhao, Shaochuan Zhao, Yaozong Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang, ChengAo Zong, Kunlong Zuo. iccvw 2023: 1788-1810 [doi]

Generative Multiplane Neural Radiance for 3D-Aware Image GenerationAmandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Salman H. Khan 0001, Ming-Hsuan Yang 0001, Fahad Shahbaz Khan. iccv 2023: 7354-7364 [doi]

CiteTracker: Correlating Image and Text for Visual TrackingXin Li, Yuqing Huang, Zhenyu He 0001, Yaowei Wang, Huchuan Lu, Ming-Hsuan Yang 0001. iccv 2023: 9940-9949 [doi]

InfiniCity: Infinite-Scale City SynthesisChieh Hubert Lin, Hsin-Ying Lee, Willi Menapace, Menglei Chai, Aliaksandr Siarohin, Ming-Hsuan Yang 0001, Sergey Tulyakov. iccv 2023: 22751-22761 [doi]

Unveiling The Mask of Position-Information Pattern Through the Mist of Image FeaturesChieh Hubert Lin, Hung-Yu Tseng, Hsin-Ying Lee, Maneesh Kumar Singh 0001, Ming-Hsuan Yang 0001. icml 2023: 21204-21222 [doi]

Unsupervised sound localization via iterative contrastive learningYan-Bo Lin, Hung-Yu Tseng, Hsin-Ying Lee, Yen-Yu Lin, Ming-Hsuan Yang 0001. cviu, 227:103602, January 2023. [doi]

Video Timeline Modeling For News Story UnderstandingMeng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang 0001, Shuiwang Ji, Zheyun Feng, Boqing Gong. nips 2023: [doi]

GAN-Based Facial Attribute ManipulationYunfan Liu, Qi Li 0005, Qiyao Deng, Zhenan Sun, Ming-Hsuan Yang 0001. pami, 45(12):14590-14610, December 2023. [doi]

Cascaded Deep Video Deblurring Using Temporal Sharpness Prior and Non-Local Spatial-Temporal SimilarityJinshan Pan, Boming Xu, Haoran Bai, Jinhui Tang 0001, Ming-Hsuan Yang 0001. pami, 45(8):9411-9425, August 2023. [doi]

High Quality Entity SegmentationLu Qi, Jason Kuen, Tiancheng Shen, Jiuxiang Gu, Wenbo Li 0001, Weidong Guo, Jiaya Jia, Zhe Lin, Ming-Hsuan Yang 0001. iccv 2023: 4024-4033 [doi]

AIMS: All-Inclusive Multi-Level Segmentation for AnythingLu Qi, Jason Kuen, Weidong Guo, Jiuxiang Gu, Zhe Lin, Bo Du, Yu Xu, Ming-Hsuan Yang 0001. nips 2023: [doi]

SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision ApplicationsAbdelrahman Shaker, Muhammad Maaz 0001, Hanoona Abdul Rasheed, Salman H. Khan 0001, Ming-Hsuan Yang 0001, Fahad Shahbaz Khan. iccv 2023: 17379-17390 [doi]

Shaping Deep Feature Space Towards Gaussian Mixture for Visual ClassificationWeitao Wan, Cheng Yu, Jiansheng Chen, Tong Wu, Yuanyi Zhong, Ming-Hsuan Yang 0001. pami, 45(2):2430-2444, 2023. [doi]

GAN Inversion: A SurveyWeihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang 0001. pami, 45(3):3121-3138, March 2023. [doi]

ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image CollectionsChun-Han Yao, Amit Raj, Wei-Chih Hung, Michael Rubinstein, Yuanzhen Li, Ming-Hsuan Yang 0001, Varun Jampani. nips 2023: [doi]

Hi-LASSIE: High-Fidelity Articulated Shape and Skeleton Discovery from Sparse Image EnsembleChun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang 0001, Varun Jampani. cvpr 2023: 4853-4862 [doi]

Self-Supervised Super-Plane for Neural 3D ReconstructionBotao Ye, Sifei Liu, Xueting Li, Ming-Hsuan Yang 0001. cvpr 2023: 21415-21424 [doi]

SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMsLijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang 0001, Kevin P. Murphy, Alexander G. Hauptmann, Lu Jiang 0004. nips 2023: [doi]

MAGVIT: Masked Generative Video TransformerLijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang 0010, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang 0001, Yuan-Hao, Irfan Essa, Lu Jiang 0004. cvpr 2023: 10459-10469 [doi]

Learning Enriched Features for Fast Image Restoration and EnhancementSyed Waqas Zamir, Aditya Arora, Salman Khan 0001, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang 0001, Ling Shao 0001. pami, 45(2):1934-1948, 2023. [doi]

Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly DetectionChen Zhang, Guorong Li, Yuankai Qi, Shuhui Wang, Laiyun Qing, Qingming Huang, Ming-Hsuan Yang 0001. cvpr 2023: 16271-16280 [doi]

A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceJunyi Zhang, Charles Herrmann, Junhwa Hur, Luisa Polania Cabrera, Varun Jampani, Deqing Sun, Ming-Hsuan Yang 0001. nips 2023: [doi]

SAMPLING: Scene-adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single ImageXiaoyu Zhou, Zhiwei Lin, Xiaojun Shan, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang 0001. iccv 2023: 22773-22783 [doi]

2022

Semi-supervised Multi-task Learning for Semantics and DepthYufeng Wang 0004, Yi-Hsuan Tsai, Wei-Chih Hung, Wenrui Ding, Shuo Liu, Ming-Hsuan Yang 0001. wacv 2022: 2663-2672 [doi]

Incremental False Negative Detection for Contrastive LearningTsai-Shien Chen, Wei-Chih Hung, Hung-Yu Tseng, Shao-Yi Chien, Ming-Hsuan Yang 0001. iclr 2022: [doi]

Video Salient Object Detection via Contrastive Features and Attention ModulesYi-Wen Chen, Xiaojie Jin, Xiaohui Shen, Ming-Hsuan Yang 0001. wacv 2022: 536-545 [doi]

InOut: Diverse Image Outpainting via GAN InversionYen-Chi Cheng, Chieh Hubert Lin, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Ming-Hsuan Yang 0001. cvpr 2022: 11421-11430 [doi]

Autoregressive 3D Shape Generation via Canonical MappingAn-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang 0001. eccv 2022: 89-104 [doi]

Learning Spatially Variant Linear Representation Models for Joint FilteringJiangxin Dong, Jinshan Pan, Jimmy S. Ren, Liang Lin, Jinhui Tang 0001, Ming-Hsuan Yang 0001. pami, 44(11):8355-8370, 2022. [doi]

Burst Image Restoration and EnhancementAkshay Dudhane, Syed Waqas Zamir, Salman Khan 0001, Fahad Shahbaz Khan, Ming-Hsuan Yang 0001. cvpr 2022: 5749-5758 [doi]

TapLab: A Fast Framework for Semantic Video Segmentation Tapping Into Compressed-Domain KnowledgeJunyi Feng, Songyuan Li, Xi Li 0001, Fei Wu 0001, Qi Tian 0001, Ming-Hsuan Yang 0001, Haibin Ling. pami, 44(3):1591-1603, 2022. [doi]

Learning Object-level Point Augmentor for Semi-supervised 3D Object DetectionCheng-Ju Ho, Chen-Hsuan Tai, Yi-Hsuan Tsai, Yen-Yu Lin, Ming-Hsuan Yang 0001. bmvc 2022: 185 [doi]

Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofingHsin-Ping Huang, Deqing Sun, Yaojie Liu, Wen-Sheng Chu, Taihong Xiao, Jinwei Yuan, Hartwig Adam, Ming-Hsuan Yang 0001. eccv 2022: 37-54 [doi]

Multi-Frame Video Prediction with Learnable Motion EncodingsRakesh Jasti, Varun Jampani, Deqing Sun, Ming-Hsuan Yang 0001. icip 2022: 4198-4202 [doi]

Learning Discriminative Shrinkage Deep Networks for Image DeconvolutionPin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang 0001. eccv 2022: 217-234 [doi]

Correcting Face Distortion in Wide-Angle VideosWei-Sheng Lai, Yi-Chang Shih, Chia-Kai Liang, Ming-Hsuan Yang 0001. TIP, 31:366-378, 2022. [doi]

Scraping Textures from Natural Images for Synthesis and EditingXueting Li, Xiaolong Wang, Ming-Hsuan Yang 0001, Alexei A. Efros, Sifei Liu. eccv 2022: 391-408 [doi]

Learning Continuous Environment Fields via Implicit FunctionsXueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang 0001, Jan Kautz, Sifei Liu. iclr 2022: [doi]

InfinityGAN: Towards Infinite-Pixel Image SynthesisChieh Hubert Lin, Hsin-Ying Lee, Yen-Chi Cheng, Sergey Tulyakov, Ming-Hsuan Yang 0001. iclr 2022: [doi]

Learning to See Through Obstructions With Layered DecompositionYu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang 0001, Yung-Yu Chuang, Jia-Bin Huang. pami, 44(11):8387-8402, 2022. [doi]

Deep Object Tracking With Shrinkage LossXiankai Lu, Chao Ma 0004, Jianbing Shen, Xiaokang Yang, Ian Reid 0001, Ming-Hsuan Yang 0001. pami, 44(5):2386-2401, 2022. [doi]

Class-Agnostic Object Detection with Multi-modal TransformerMuhammad Maaz, Hanoona Abdul Rasheed, Salman Khan 0001, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang 0001. eccv 2022: 512-531 [doi]

Continuous and Diverse Image-to-Image Translation via Signed Attribute VectorsQi Mao, Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, Siwei Ma, Ming-Hsuan Yang 0001. ijcv, 130(2):517-549, 2022. [doi]

Dual Convolutional Neural Networks for Low-Level VisionJinshan Pan, Deqing Sun, Jiawei Zhang 0002, Jinhui Tang 0001, Jian Yang 0003, Yu-Wing Tai, Ming-Hsuan Yang 0001. ijcv, 130(6):1440-1458, 2022. [doi]

CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and SegmentationLu Qi, Jason Kuen, Zhe Lin 0001, Jiuxiang Gu, Fengyun Rao, Dian Li, Weidong Guo, Zhen Wen, Ming-Hsuan Yang 0001, Jiaya Jia. eccv 2022: 59-77 [doi]

On Temporal Granularity in Self-Supervised Video Representation LearningRui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu 0005, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang 0001, Hartwig Adam, Yin Cui. bmvc 2022: 541 [doi]

Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural NetworksWenqi Ren, Jiawei Zhang 0002, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang 0001. pami, 44(8):3974-3987, 2022. [doi]

Video Frame Interpolation TransformerZhihao Shi, Xiangyu Xu, Xiaohong Liu 0001, Jun Chen 0005, Ming-Hsuan Yang 0001. cvpr 2022: 17461-17470 [doi]

Toward Real-World Super-Resolution via Adaptive Downsampling ModelsSanghyun Son, Jaeha Kim, Wei-Sheng Lai, Ming-Hsuan Yang 0001, Kyoung Mu Lee. pami, 44(11):8657-8670, 2022. [doi]

ViDT: An Efficient and Effective Fully Transformer-based Object DetectorHwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang 0001. iclr 2022: [doi]

2.5D visual relationship detectionYu-Chuan Su, Soravit Changpinyo, Xiangning Chen, Sathish Thoppay, Cho-Jui Hsieh, Lior Shapira, Radu Soricut, Hartwig Adam, Matthew Brown, Ming-Hsuan Yang 0001, Boqing Gong. cviu, 224:103557, 2022. [doi]

Co-attention dictionary network for weakly-supervised semantic segmentationWeitao Wan, Jiansheng Chen, Ming-Hsuan Yang 0001, Huimin Ma. ijon, 486:272-285, 2022. [doi]

Learning Contrastive Representation for Semantic CorrespondenceTaihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang 0001. ijcv, 130(5):1293-1309, 2022. [doi]

Correction to: Learning Contrastive Representation for Semantic CorrespondenceTaihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang 0001. ijcv, 130(6):1607, 2022. [doi]

V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision TransformerRunsheng Xu, Hao Xiang, Zhengzhong Tu, Xin Xia 0007, Ming-Hsuan Yang 0001, Jiaqi Ma. eccv 2022: 107-124 [doi]

Exploiting Raw Images for Real-Scene Super-ResolutionXiangyu Xu, Yongrui Ma, Wenxiu Sun, Ming-Hsuan Yang 0001. pami, 44(4):1905-1921, 2022. [doi]

Federated Multi-Target Domain AdaptationChun-Han Yao, Boqing Gong, Hang Qi, Yin Cui, Yukun Zhu, Ming-Hsuan Yang 0001. wacv 2022: 1081-1090 [doi]

LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part DiscoveryChun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang 0001, Varun Jampani. nips 2022: [doi]

Learning Visibility for Robust Dense Human Body EstimationChun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang 0001. eccv 2022: 412-428 [doi]

Hierarchical Modular Network for Video CaptioningHanhua Ye, Guorong Li, Yuankai Qi, Shuhui Wang, Qingming Huang, Ming-Hsuan Yang 0001. cvpr 2022: 17918-17927 [doi]

Contextualized Spatio-Temporal Contrastive Learning with Self-SupervisionLiangzhe Yuan, Rui Qian, Yin Cui, Boqing Gong, Florian Schroff, Ming-Hsuan Yang 0001, Hartwig Adam, Ting Liu 0005. cvpr 2022: 13957-13966 [doi]

Restormer: Efficient Transformer for High-Resolution Image RestorationSyed Waqas Zamir, Aditya Arora, Salman Khan 0001, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang 0001. cvpr 2022: 5718-5729 [doi]

Weakly Supervised Object Localization and Detection: A SurveyDingwen Zhang, Junwei Han, Gong Cheng 0003, Ming-Hsuan Yang 0001. pami, 44(9):5866-5885, 2022. [doi]

Deep Image Deblurring: A SurveyKaihao Zhang, Wenqi Ren, Wenhan Luo, Wei-Sheng Lai, Björn Stenger, Ming-Hsuan Yang 0001, Hongdong Li. ijcv, 130(9):2103-2130, 2022. [doi]

2021

ReMix: Towards Image-to-Image Translation With Limited DataJie Cao 0002, Luanxuan Hou, Ming-Hsuan Yang 0001, Ran He, Zhenan Sun. cvpr 2021: 15018-15027 [doi]

Learning to Stylize Novel ViewsHsin-Ping Huang, Hung-Yu Tseng, Saurabh Saini, Maneesh Singh 0001, Ming-Hsuan Yang 0001. iccv 2021: 13849-13858 [doi]

Controllable and Progressive Image ExtrapolationYijun Li, Lu Jiang, Ming-Hsuan Yang 0001. wacv 2021: 2139-2148 [doi]

Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video ParsingYan-Bo Lin, Hung-Yu Tseng, Hsin-Ying Lee, Yen-Yu Lin, Ming-Hsuan Yang 0001. nips 2021: 11449-11461 [doi]

Hybrid Neural Fusion for Full-frame Video StabilizationYu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang 0001, Yung-Yu Chuang, Jia-Bin Huang. iccv 2021: 2279-2288 [doi]

Exploiting Scene Depth for Object Detection with Multimodal TransformersHwanjun Song, Eunyoung Kim, Varun Jampani, Deqing Sun, Jae-Gil Lee 0001, Ming-Hsuan Yang 0001. bmvc 2021: 265 [doi]

Regularizing Generative Adversarial Networks Under Limited DataHung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang 0001, Weilong Yang. cvpr 2021: 7921-7931 [doi]

Video Matting via Consistency-Regularized Graph Neural NetworksTiantian Wang, Sifei Liu, Yapeng Tian, Kai Li, Ming-Hsuan Yang 0001. iccv 2021: 4882-4891 [doi]

Semi-Supervised Learning with Meta-GradientTaihong Xiao, Xin-yu Zhang, Hao-Lin Jia, Ming-Ming Cheng, Ming-Hsuan Yang 0001. aistats 2021: 73-81 [doi]

Discovering 3D Parts from Image CollectionsChun-Han Yao, Wei-Chih Hung, Varun Jampani, Ming-Hsuan Yang 0001. iccv 2021: 12961-12970 [doi]

Multi-Stage Progressive Image RestorationSyed Waqas Zamir, Aditya Arora, Salman H. Khan 0001, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang 0001, Ling Shao 0001. cvpr 2021: 14821-14831 [doi]

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