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In this work, we introduce FaceXFormer, an end-to-end unified transformer model capable of performing ten facial analysis tasks within a single framework.
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The first facial landmark tracking in-the-wild challenge: Benchmark and results
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Yue Wu and Qiang Ji · 2015
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Ms-celeb-1m: A dataset and benchmark for large-scale face recognition
Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, and Jianfeng Gao · 2016
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A cnn cascade for landmark guided semantic part segmentation
Aaron S Jackson, Michel Valstar, and Georgios Tzimiropoulos · 2016
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Ordinal regression with multiple output cnn for age estimation
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Moon: A mixed objective optimization network for the recognition of facial attributes
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Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, and Stan Z Li · 2016
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Heterogeneous face attribute estimation: A deep multi-task learning approach
Hu Han, Anil K Jain, Fang Wang, Shiguang Shan, and Xilin Chen · 2017
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Attributes for improved attributes: A multi-task network utilizing implicit and explicit relationships for facial attribute classification
Emily Hand and Rama Chellappa · 2017
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Multi-task learning for face identification and attribute estimation
Hui-Lan Hsieh, Winston Hsu, and Yan-Ying Chen · 2017
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Improving facial attribute prediction using semantic segmentation
Mahdi M Kalayeh, Boqing Gong, and Mubarak Shah · 2017
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Reliable crowdsourcing and deep locality-preserving learning for expression recognition in the wild
Shan Li, Weihong Deng, and JunPing Du · 2017
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Affectnet: A database for facial expression, valence, and arousal computing in the wild
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Agedb: the first manually collected, in-the-wild age database
Stylianos Moschoglou, Athanasios Papaioannou, Christos Sagonas, Jiankang Deng, Irene Kotsia, and Stefanos Zafeiriou · 2017
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An all-in-one convolutional neural network for face analysis
Rajeev Ranjan, Swami Sankaranarayanan, Carlos D Castillo, and Rama Chellappa · 2017
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Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations
Carole H Sudre, Wenqi Li, Tom Vercauteren, Sebastien Ourselin, and M Jorge Cardoso · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Learning adaptive receptive fields for deep image parsing network
Zhen Wei, Yao Sun, Jinqiao Wang, Hanjiang Lai, and Si Liu · 2017
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Simultaneous facial landmark detection, pose and deformation estimation under facial occlusion
Yue Wu, Chao Gou, and Qiang Ji · 2017
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Age progression/regression by conditional adversarial autoencoder
Zhifei Zhang, Yang Song, and Hairong Qi · 2017
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Cross-age lfw: A database for studying cross-age face recognition in unconstrained environments
Tianyue Zheng, Weihong Deng, and Jiani Hu · 2017
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Covariance pooling for facial expression recognition
Dinesh Acharya, Zhiwu Huang, Danda Pani Paudel, and Luc Van Gool · 2018
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Style aggregated network for facial landmark detection
Xuanyi Dong, Yan Yan, Wanli Ouyang, and Yi Yang · 2018
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Wing loss for robust facial landmark localisation with convolutional neural networks
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, and Xiao-Jun Wu · 2018
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Quatnet: Quaternion-based head pose estimation with multiregression loss
Heng-Wei Hsu, Tung-Yu Wu, Sheng Wan, Wing Hung Wong, and Chen-Yi Lee · 2018
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Occlusion aware facial expression recognition using cnn with attention mechanism
Yong Li, Jiabei Zeng, Shiguang Shan, and Xilin Chen · 2018
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Segment-based methods for facial attribute detection from partial faces
Upal Mahbub, Sayantan Sarkar, and Rama Chellappa · 2018
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Virtual adversarial training: a regularization method for supervised and semi-supervised learning
Takeru Miyato, Shin-ichi Maeda, Masanori Koyama, and Shin Ishii · 2018
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Fine-grained head pose estimation without keypoints
Nataniel Ruiz, Eunji Chong, and James M Rehg · 2018
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Cosface: Large margin cosine loss for deep face recognition
Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong, Jingchao Zhou, Zhifeng Li, and Wei Liu · 2018
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Look at boundary: A boundary-aware face alignment algorithm
Wayne Wu, Chen Qian, Shuo Yang, Quan Wang, Yici Cai, and Qiang Zhou · 2018
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Facial expression recognition with inconsistently annotated datasets
Structure-coherent deep feature learning for robust face alignment
Chunze Lin, Beier Zhu, Quan Wang, Renjie Liao, Chen Qian, Jiwen Lu, and Jie Zhou · 2021
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Query2label: A simple transformer way to multi-label classification. arxiv 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
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Zero-shot text-to-image generation
Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, and Ilya Sutskever · 2021
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Dive into ambiguity: Latent distribution mining and pairwise uncertainty estimation for facial expression recognition
Jiahui She, Yibo Hu, Hailin Shi, Jun Wang, Qiu Shen, and Tao Mei · 2021
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Jiabei Zeng, Shiguang Shan, and Xilin Chen · 2018
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Combining data-driven and model-driven methods for robust facial landmark detection
Hongwen Zhang, Qi Li, Zhenan Sun, and Yunfan Liu · 2018
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Cross-pose lfw: A database for studying cross-pose face recognition in unconstrained environments
Tianyue Zheng and Weihong Deng · 2018
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Multi-task learning of cascaded cnn for facial attribute classification
Ni Zhuang, Yan Yan, Si Chen, and Hanzi Wang · 2018
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Decafa: Deep convolutional cascade for face alignment in the wild
Arnaud Dapogny, Kevin Bailly, and Matthieu Cord · 2019
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Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Learning spatial-semantic relationship for facial attribute recognition with limited labeled data
Ying Shu, Yan Yan, Si Chen, Jing-Hao Xue, Chunhua Shen, and Hanzi Wang · 2021
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Robo-hud: Interaction concept for contactless operation of industrial cobotic systems
Dominykas Strazdas, Jan Hintz, and Ayoub Al-Hamadi · 2021
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Agrnet: Adaptive graph representation learning and reasoning for face parsing
Gusi Te, Wei Hu, Yinglu Liu, Hailin Shi, and Tao Mei · 2021
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Segformer: Simple and efficient design for semantic segmentation with transformers
Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M Alvarez, and Ping Luo · 2021
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Eva-gcn: Head pose estimation based on graph convolutional networks
Miao Xin, Shentong Mo, and Yuanze Lin · 2021
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Florence: A new foundation model for computer vision
Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, et al · 2021
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Face image retrieval with attribute manipulation
Alireza Zaeemzadeh, Shabnam Ghadar, Baldo Faieta, Zhe Lin, Nazanin Rahnavard, Mubarak Shah, and Ratheesh Kalarot · 2021
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Deep multi-task learning for facial expression recognition and synthesis based on selective feature sharing
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel PK Lun, and Kin-Man Lam · 2021
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Webface260m: A benchmark unveiling the power of million-scale deep face recognition
Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jiwen Lu, Dalong Du, et al · 2021
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Adaface: Quality adaptive margin for face recognition
Minchul Kim, Anil K Jain, and Xiaoming Liu · 2022
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Moving window regression: A novel approach to ordinal regression
Nyeong-Ho Shin, Seon-Ho Lee, and Chang-Su Kim · 2022
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Omnivl: One foundation model for image-language and video-language tasks
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Luowei Zhou, Yucheng Zhao, Yujia Xie, Ce Liu, Yu-Gang Jiang, and Lu Yuan · 2022
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3d face reconstruction with dense landmarks
Erroll Wood, Tadas Baltrušaitis, Charlie Hewitt, Matthew Johnson, Jingjing Shen, Nikola Milosavljević, Daniel Wilde, Stephan Garbin, Toby Sharp, Ivan Stojiljković, et al · 2022
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Sparse local patch transformer for robust face alignment and landmarks inherent relation learning
Jiahao Xia, Weiwei Qu, Wenjian Huang, Jianguo Zhang, Xi Wang, and Min Xu · 2022
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Face transformer: Towards high fidelity and accurate face swapping
Kaiwen Cui, Rongliang Wu, Fangneng Zhan, and Shijian Lu · 2023
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Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023
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Mivolo: Multi-input transformer for age and gender estimation
Maksim Kuprashevich and Irina Tolstykh · 2023
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Recurrence without recurrence: Stable video landmark detection with deep equilibrium models
Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, and Pavlo Molchanov · 2023
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Df-platter: Multi-face heterogeneous deepfake dataset
Kartik Narayan, Harsh Agarwal, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, and Richa Singh · 2023
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Swinface: a multi-task transformer for face recognition, expression recognition, age estimation and attribute estimation
Lixiong Qin, Mei Wang, Chao Deng, Ke Wang, Xi Chen, Jiani Hu, and Weihong Deng · 2023
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Parameter efficient local implicit image function network for face segmentation
Mausoom Sarkar, Mayur Hemani, Rishabh Jain, Balaji Krishnamurthy, et al · 2023
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Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
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Picassonet: Searching adaptive architecture for efficient facial landmark localization
Tiancheng Wen, Zhonggan Ding, Yongqiang Yao, Yaxiong Wang, and Xueming Qian · 2023
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Segmentation-reconstruction-guided facial image de-occlusion
Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang, and Liming Chen · 2023
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Tokenhpe: Learning orientation tokens for efficient head pose estimation via transformers
Cheng Zhang, Hai Liu, Yongjian Deng, Bochen Xie, and Youfu Li · 2023
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Star loss: Reducing semantic ambiguity in facial landmark detection
Zhenglin Zhou, Huaxia Li, Hong Liu, Nanyang Wang, Gang Yu, and Rongrong Ji · 2023
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Visual prompt multi-modal tracking
Jiawen Zhu, Simiao Lai, Xin Chen, Dong Wang, and Huchuan Lu · 2023
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Video generation models as world simulators, 2024
Tim Brooks, Bill Peebles, Connor Holmes, Will DePue, Yufei Guo, Li Jing, David Schnurr, Joe Taylor, Troy Luhman, Eric Luhman, Clarence Ng, Ricky Wang, and Aditya Ramesh · 2024
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On the representation and methodology for wide and short range head pose estimation
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Pros: Facial omni-representation learning via prototype-based self-distillation
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A call to reflect on evaluation practices for age estimation: Comparative analysis of the state-of-the-art and a unified benchmark
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Segment everything everywhere all at once
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