About
Google Cloud Vision
Ex-Uber Tech Lead at Snap Perception
Xoogler at Google…
Experience
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Education
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Cornell University
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- On leave from Cornell, and worked at Google Research with Prof. Ramin Zabih full time July 2016 to July 2018. Defended Ph.D. thesis in July 2018.
- Thesis: Persistency algorithms for efficient inference in Markov Random Fields -
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- Thesis: Gait recognition and action recognition using spatial-temporal information preserving template
- GPA: 3.95/4.00, Rank: 1/3,500+ (whole class of 2012), Major GPA: 4.00/4.00
Publications
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NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling
IEEE/CVF conference on Computer Vision and Pattern Recognition (CVPR)
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GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning
European Conference on Computer Vision (ECCV)
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Revisiting Neighborhood-based Link Prediction for Collaborative Filtering
Graph Learning Workshop, The Web Conference (WWW)
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Supervised Contrastive Learning
Conference on Neural Information Processing Systems (NeurIPS)
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Automated image retargeting at scale using a generative adversarial network
Defensive Publication Series
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Object-centered image stitching
European Conference on Computer Vision (ECCV)
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Robust image stitching with multiple registrations
European Conference on Computer Vision (ECCV)
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A discriminative view of MRF pre-processing algorithms
IEEE International Conference on Computer Vision (ICCV)
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Novel inter and intra prediction tools under consideration for the emerging AV1 video codec
Applications of Digital Image Processing
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Relaxation-based preprocessing techniques for markov random field inference
IEEE conference on Computer Vision and Pattern Recognition (CVPR)
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A primal-dual algorithm for higher-order multilabel markov random fields
IEEE conference on Computer Vision and Pattern Recognition (CVPR)
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Extracting search-focused key n-grams for relevance ranking in web search
ACM international conference on Web Search and Data Mining (WSDM)
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Multiple HOG templates for gait recognition
International Conference on Pattern Recognition (ICPR)
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Human identification using temporal information preserving gait template
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
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Chrono-gait image: A novel temporal template for gait recognition
European Conference on Computer Vision (ECCV)
Patents
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Supervised contrastive learning with multiple positive examples
Issued US Patent 11,347,975
Honors & Awards
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Gold Medal, 2011 ACM-ICPC Asia Kuala Lumpur Regional Contest
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Rank 2nd/60+, with Chuan Qiu, Danfeng Xu
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Gold Medal, 2007 ACM-ICPC Asia Nanjing Regional Contest
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Rank 11th/101, with Kaifei Chen, Shuyang Gao
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Silver Medal, China National Olympiad in Informatics (NOI) 2007
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34th place in China
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