Robby T. Tan

Associate Professor
Yale-NUS College
Also, Electrical and Computer Engineering, NUS


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Professional Activities:


08/2022 - 07/2023

  1. [Oct 2022]: IMDA's invited talk: "Digital Media Trust: From the Perspectives of Low-Level Vision and Human Video Understanding", Oct 27, 2022.
  2. [Sep 2022]: ICRL'23 Reviewer
  3. [Sep 2022]: DSO Project's IRB is approved
  4. [Aug 2022]: MOE TIF Grant: Reviewer
  5. [Aug 2022]: IDS faculty affiliate [URL]
  6. [Aug 2022]: SAMI Area Director commenced
  7. [Jul 2022]: Fetal project's IRB is approved
  8. [Jul 2022]: Invited talk at T-Lab, July 18th
  9. [Jul 2022]: ECE Top Performance Researcher: RSB Headcount
  10. Reviewer: IJCV | ACCV'22 | AIM'22 | NeurIPS'22 | ICLR'23

08/2021 - 07/2022

  1. [Jun 2022]: Invited talk at DSO
  2. [Jun 2022]: DEC Chair in MCS
  3. [Jun 2022]: SICH project's IRB has been approved
  4. [Dec 2021]: Organizing a CVPR'22 workshop on Vision for All Seasons: Adverse Weather and Lighting Conditions [URL]
  5. [Sep 2022]: Serving as area chair for CVPR'22
  6. [Sep 2021]: DEC Chair in MCS
  7. [Oct 2021]: Invited talk in FR-SG AI Workshop, Oct. 15th
  8. [Oct 2021]: Invited talk on Night Images in CVPRW'21: [youtube]
  9. [Oct 2021]: Organizing an ICCV'21 workshop on "Physics-based Vision Meets Deep Learning": [URL]
  10. [Oct 2021]: Invited talk on Advance Image Restoration (AIM'21) in ICCVW'21: [URL]
  11. [Oct 2021]: Soft-shadow removal paper presented in ICCV'21
  12. IJCV guest editorial member for a special issue on “Physics-Based meets Deep Learning”
  13. Reviewer: AAAI'22 | ICLR'22 | ICML'22 | NeurIPS'22 | IJCV | TPAMI | MOE's Proposal
  14. YNC Search Committee: Chair (AY2021/2022)
  15. ECE Search Committee: Member (AY2021/2022)
  16. ECE TAC: Muhammet Furkan ILASLAN (Shou's student, Chair) | Shafa Balaram (Shou's student, Member) | Dapeng Hu (Wang's student, Member) | Wang Jiahao (Yu's student, Member)
  17. Masters projects: Zhang Haoli | Zheng Xingjian | Shi Tongjun | Wang Jiawen | Wang Luwei | Liu Cen
  18. FYP students: Chen Shenghao | Project82 (Chia Ren Sheng, Low Xin Yu, Wong Jia Xi, Zou Yanfeng)
  19. Capstone students: Tang Jia | Kosuke Nakamura | Ivan Leo | Yusra Fathima

08/2020 - 07/2021

  1. [Jul 2021]: Odometry paper accepted in IROS'21
  2. [May 2021]: Invited talk on Human 3D Poses in SGInnovate: [youtube]
  3. [May 2021]: Video deraining paper accepted in TPAMI'21.
  4. Teaching: YSC2229: Intro to Data Structures and Algorithms (Sem2)
  5. Teaching: YSC4216: Machine Learning (Sem1)
  6. Teaching: EE2211: Introduction to Machine Learning (Sem2, Tutorials)
  7. Reviewer: ACCV'20 | AAAI'21 | CVPR'21 | ICCV'21 | NuerIPS'21 | ISMAR'21 | UIST'21
  8. Reviewer: CVIU | TIP | TPAMI | IJCV
  9. Thesis Committee: 2 PhD students
  10. MINDEF's FR-SG Workshop: Invited Talk (2020/20/12)
  11. Papers: ACCV'20 (one) | 3DV'20 (one) | AAAI'21 (one) | CVPR'21 (three) | Gastrointestinal Endoscopy (one) | TPAMI (one) | IROS'21 (one)
  12. YNC: DEC Chair (3x)
  13. YNC: Capstone facilitator/moderator
  14. YNC: DS Search Committee -- 6/2021
  15. YNC: CS Search Committee -- 9/2020
  16. ECE: SAMI Search Committee
  17. Projects (PI): MOE-T2, DSO, Huawei
  18. Projects (co-PI): N-CRiPT, NUH
  19. PhD Supervision: Aashish Sharma | Yan Wending | Cheng Yu | Lu Liu | Jin Yenying | Xin Yang (Jeremy)
  20. MSc Supervision: Zhang Haoli (MSc Project) | Li Yuan (RA)
  21. FYP: Ng Yin Zhi
  22. [26-4-2021]: Congratulations to Ng Yin Zhi for receiving FYP Merit Award'21
  23. Collaborations: Wang Jiahao | Yan Wenhan
  24. Invited talk in SGINNOVATE on "Human 3D Poses from Video": [URL]
  25. Invited talk in a workshop in CVPR21 "Vision for All Seasons: Bad Weather and Nighttime"
  26. Co-organizing a workshop in CVPR'21: "Vision for All Seasons: Bad Weather and Nighttime": website
  27. Co-organizing a workshop in ICCV'2021: "Physics-based Vision Meets Deep Learning (PBDL)"

08/2019 - 07/2020

  1. Our paper published in ''Radiology: Artificial Intelligence'' journal was selected as the editors' choice 2019: website
  2. Industrial Collaborations: Tencent | Huawei
  3. Research Funded Projects: [YNC SUG | ACIP | N-CRiPT | MOE-T2] | Tencent | Huawei
  4. HealthTech Webinar (May 2020): Website - Recording
  5. Guest editor of IJCV special issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions".
  6. Co-organizing a workshop in CVPR'20: "Vision for All Seasons: Bad Weather and Nighttime": website
  7. Co-organizing a workshop in ICCV'19: "Physics-based Vision Meets Deep Learning (PBDL)": [Website]
  8. ICCV'19 Tutorial on "From Image Restoration to Enhancement and Beyond": website.
  9. Reviewer: TPAMI | IJCV | AAAI'20 | CVPR'20 | ECCV'20 | NIPS'20
  10. YNC: MCS faculty/Computer-Scientist search committee: 1 time
  11. ECE: Faculty search committee: 2 times
  12. PhD Examiner: [Sun Min -- NUS/Mechanobiology Institute]
  13. PhD Supervision: Li Ruoteng | Aashish Sharma | Yan Wending | Cheng Yu | Lu Liu | Jin Yenying
  14. Master Project Supervision: Chen Yiming | Deng Yue | Yao Jiaoyang | Zhou Xiyao
  15. Visiting PhD Students: Yuan Liu | Xu Lu
  16. Publication: MICCAI'19: 1 | ICCV'19: 2 | AAAI'20: 1 | CVPR'20: 3 | TPAMI: 1 | ECCV'20: 2

08/2018 - 07/2019

  1. Industrial Collaboration: Tencent
  2. Research Funded Projects: [YNC SUG | ACIP | N-CRiPT | T-Lab]
  3. Co-organizing a workshop in CVPR'19: "Vision for All Seasons: Bad Weather and Nighttime": [Website]
  4. Tutorial Chair: MVA (Machine Vision Applications) 2019 [Website]
  5. Area Chair: Pacific-Rim Symposium on Image and Video Technology (PSIVT): [Website]
  6. Reviewer: CVPR'19 | ICCV'19 | TPAMI | IJCV | TIP | ICCV'19 - eHeritage 2019
  7. YNC: MCS faculty/Data-Scientist search committee
  8. YNC: Major Advisee 2019/2020: Sambhav Bhandari, Daniel Maung, Sunwoo Nam, Khwa Zhong Xuan.
  9. PhD Examiner: [Pan Liang -- NUS/ME] [Liew Junhao -- NUS/ECE] [ Zhao Jian -- NUS/ECE] [Xu Bingjie-- NUS/SOC] [Chang Shuning -- NUS/ECE]
  10. NUS Master Projects: [Yao Yuan | Chen Yizhao | Chen Yanchao | Fang Xiaoxian]
  11. NUS FYP: [Dexter Ong]
  12. YNC: 2018/2019 Capstone project supervision: [Taha Tehseen | Alexia Davidson | Cao Jinglu]
  13. Publication: TPAMI: 1 | Radiology: AI: 1 | ArXiv: 3 | CVPR: 1

08/2017-07/2018

  1. ACCV 2018 Area Chair [website]
  2. ACCV 2018 Tutorial Organizer and Speaker: "Classic vs Deep Vision: What is beyong deep learning in computer vision? The single image artefacts removal case" [website]
  3. Reviewer: [CVPR'2018 | TPAMI | IJCV | SIGGRAPH'18 | ICRA'18]
  4. PhD Examiner: [Tong Shen -- Adelaide University] [ Xiaojie -- NUS]
  5. Research Projects: [YNC SUG | ACIP | N-CRiPT | SeSaMe]
  6. Publications: [CVPR: 1 | ECCV: 1 | ACCV: 1 | TSCVT: 1 | ArXiv: 1]
  7. YNC: Yale-NUS Data Science: Advisor | Datathon'18 Judge