Shreya Ghosh, PhD
Lecturer @ The University of Queensland
Email: shreya [dot] ghosh [at] uq [dot] edu [dot] au
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Hi, I am currently a Lecturer (Assistant Professor) in the School of Electrical Engineering and Computer Science at The University of Queensland.
Hi, I am currently a Lecturer (Assistant Professor) in the School of Electrical Engineering and Computer Science at The University of Queensland.
Prior to this, I was Lecturer and Research Fellow (Level B) at Human-Centric AI Group in School of Electrical Engineering, Computing and Mathematical Sciences at Curtin University. My core research area is Affective Computing using Computer Vision and Machine Learning techniques. I have prior experience in working with multimodal data such as image, video, text and physiological signals. In my current role as well, I am pursuing research in human behaviour understanding, affective computing, human centred ai, rehabilitation robotics in different real-world applications.
Prior to this, I was Lecturer and Research Fellow (Level B) at Human-Centric AI Group in School of Electrical Engineering, Computing and Mathematical Sciences at Curtin University. My core research area is Affective Computing using Computer Vision and Machine Learning techniques. I have prior experience in working with multimodal data such as image, video, text and physiological signals. In my current role as well, I am pursuing research in human behaviour understanding, affective computing, human centred ai, rehabilitation robotics in different real-world applications.
I obtained my PhD in Information Technology from Monash University in Oct 2022. My PhD thesis was on 'Automatic Eye Gaze Estimation with Limited Supervision' which mainly focuses on self-supervised, unsupervised, weakly/semi-supervised learning paradigms for generalized gaze representation learning.
I obtained my PhD in Information Technology from Monash University in Oct 2022. My PhD thesis was on 'Automatic Eye Gaze Estimation with Limited Supervision' which mainly focuses on self-supervised, unsupervised, weakly/semi-supervised learning paradigms for generalized gaze representation learning.
Research Interest:
Research Interest:
Keywords: Learning with limited supervision, Human Behaviour Understanding, Gaze Estimation, Individual and Group Emotion, Complex Human-Human Interaction, Human Centred AI, Affective Computing, Machine Learning, Deep Learning.
Keywords: Learning with limited supervision, Human Behaviour Understanding, Gaze Estimation, Individual and Group Emotion, Complex Human-Human Interaction, Human Centred AI, Affective Computing, Machine Learning, Deep Learning.
Latest updates:
Latest updates:
- Mar 2026: Lead Organizer for MRAC: Multimodal, Generative and Responsible Affective Computing at ACM-Multimedia 2026. (Link)
- Feb 2026: SMART Challenge Series: Context-Aware Student Engagement Detection Challenge accepted at ACM ICMI 2026.
- Jan 2026: Award Committee (Outstanding PhD Dissertation) for Association for the Advancement of Affective Computing (AAAC) 2026.
- Dec 2025: Visited IIT Delhi and IIT Mandi for two talks at PReMI 2025 (on Deepfake) and ICVGIP2025 (on Social Gaze).
- Nov 2025: Starting my new role as Associate Editor of Transactions on Affective Computing.
- Oct 2025: Co-organised a tutorial on Deepfake at ICMI 2025.
- Aug 2025: Joined UQ as a lecturer.
- Aug 2025: Our paper Multifakeverse accepted in ACM Multimedia 2025.
- April 2025: Lead Organizer for MRAC: Multimodal, Generative and Responsible Affective Computing at ACM-MM2025. (Link)
- Feb 2025: Unit-coordinator and Lecturing Human Computer Interface and Advanced Human Computer Interface (ICTE 3002/5001) at Curtin University on different campuses Perth, Dubai, SriLanka, Malaysia, Singapore, Mauritius. (Perth class strength 238, Total students: 350)
- Oct 2024: Our AVDeepfake1M paper received best student paper award at ACM-Multimedia 2024.
See earlier updates for prior to Oct 2024!
Employment:
Employment:
August 2025 - Present: Lecturer (Assistant Professor) in the School of Electrical Engineering and Computer Science at The University of Queensland.
August 2025 - Present: Lecturer (Assistant Professor) in the School of Electrical Engineering and Computer Science at The University of Queensland.
January 2023 - August 2025: Lecturer and Research Fellow (Level B) at School of Electrical Engineering, Computing and Mathematical Sciences at Curtin University.
January 2023 - August 2025: Lecturer and Research Fellow (Level B) at School of Electrical Engineering, Computing and Mathematical Sciences at Curtin University.
March 2022 – January 2023: Post-Doctoral Research Fellow (Level A) at Data Science and AI in Faculty of Information Technology at Monash University funded by Defence Advanced Research Projects Agency (DARPA) on Dialogue Assistance based on Cross Culture Understanding Project.
March 2022 – January 2023: Post-Doctoral Research Fellow (Level A) at Data Science and AI in Faculty of Information Technology at Monash University funded by Defence Advanced Research Projects Agency (DARPA) on Dialogue Assistance based on Cross Culture Understanding Project.
Media Coverage:
Media Coverage:
Awards:
Awards:
- Highly Commended team at Centre for Urban Science and Progress (CUSP) London Data Dive on Mental Health Analytics 2023
- WiML Funding for attending ICML 2022 and AISTAT 2022
- Best Reviewer Award (Top 5%) at ICMI 2021
- Oxford Machine Learning Summer School (OxML) 2021
- WiML Funding for attending ICLR and ICML 2021
- WiCV Funding for attending CVPR 2021
- SV Funding for attending AISTAT and UbiComp 2021
- Graduate Symposium organized by Google Research India 2021
- FIT Research Scholarship and FIT International Postgraduate Research Scholarship for pursuing PhD at Monash University (2019-2022)
- GATE Scholarship for pursuing Masters by Research (2016-2018)
Earlier updates:
Earlier updates:
Sep 2024: Organizer of a tutorial on 'A Tale of Two Eyes: Importance of Eye Gaze in Affective Computing' at ACII 2024. (Link)
Aug 2024: MIP-GAF paper accepted at WACV 2025.
July 2024: AVDeepfake1M paper accepted at ACM-MM 2024. (Link) (Github)
July 2024: Emolysis paper accepted at ACII 2024. (Link)(Github)
May 2024: Co-Organizer for 7th Workshop and Competition on Affective Behaviour Analysis in-the-wild (ABAW) at ECCV 2024. (Link)
May 2024: Co-Organizer for A2I: Affective Artificial Intelligence -- Methods and Applications at ICPR 2024. (Link)
April 2024: Selected for DAAD AInet Fellows for Safety and Security in AI 4/2024. (Link)
April 2024: Lead Organizer for MRAC: Multimodal, Generative and Responsible Affective Computing at ACM-MM2024. (Link)
March 2024: Co-Organizing 1M-Deepfakes Detection Challenge at ACM-MM 2024. (Website)
March 2024: Co-Organizing EmotiW Challenge at ACM-ICMI 2024. (Website)
Feb 2024: IIT Ropar SYNTACS, SYmposium on Novel Technologies and Advances in Computer Science. Alumni meet for career advice to PhD scholars.
Jan 2024: Unit co-ordinator and Lecturer for Human Computer Interface (ICTE3002/5001, UG and PG) on different campuses Perth, Dubai, Sri Lanka, Malaysia, Mauritius, Singapore. (Perth class strength 190)
Dec 2023: Primary-PI for Pawsey Partner Merit Allocation Scheme on `Computational Modelling of Human Verbal and Non-verbal Behaviour for Social Good'. (Monetary Equivalent 76K AUD for 1 year. Extendable untill Dec 2025 upon evaluation) (Link)
Dec 2023: Co-PI for Pawsey Partner Merit Allocation Scheme on `Neural architecture search to detect empathy in videos'. (Monetary Equivalent 76K AUD for 1 year. Extendable untill Dec 2025 upon evaluation) (Link)
Nov 2023: Co-PI for Generative AI technology to address WA health and medical challenges (Future Health Research and Innovation fund) on Generating Ultrasound images (AUD 50k). (Link)
Sep 2023: One paper accepted in TPAMI. [Link , Arxiv Link] [Github]
Sep 2023: Primary PI for NCI Australia Adapter Allocation scheme Q4 2023 on Multimodal Computational Modelling of Human-Human Interaction. (Monetary Equivalent 10K AUD)
Aug 2023: One paper accepted at ICMI Workshop. [Link] [Code]
Aug 2023: One paper accepted at ACM-MM workshop. [Link] [Code]
April 2023: ASEAN High Schools Counsellor seminar at Curtin University.
April 2023: Publicity chair for ICVGIP 2023 [Link]
April 2023: Organizing a half day workshop at ACM-MM 2023. Topic: 'REACT:REsponsible Affective CompuTing' [Website]
April 2023: Presentation and demo at Ted-X-Perth, Ask an AI Expert Event. Topic: 'Human Human Interaction'
Mar 2023: Invited talk at LandGate, Infinite Horizons Innovation Event. Topic: 'Responsive and Responsible AI' (On Group affect and Driver gaze estimation)
Mar 2023: Primary PI for NCI Australia Adapter Allocation scheme Q2 2023 on Multimodal Computational Modelling of Human-Human Interaction. (Monetary Equivalent 10K AUD) (Link)
Mar 2023: Invited talk at IIT Ropar, Computer Vision Course. Topic: 'Human Visual Attention Estimation'
Feb 2023: Highly Commended team at Centre for Urban Science and Progress (CUSP) London Data Dive on Mental Health Analytics
Feb 2023: Co-Lecturing Human Centred Interface at Curtin University for Sem 1.
Oct 2022: Successfully defended my PhD [Thesis]
One paper accepted at ACCV 2022.
Leading the breakout session on 'Affective Computing: A Computational Perspective' @ WiML-ICML 2022. [Summary]
WiML funding for attending ICML 2022.
One paper accepted at ICIP 2022. [Link]
One paper published at IEEE Pervasive Computing 2022.
WiML Funding for attending AISTAT 2022.
Doctoral Consortium accepted at FG 2021. [Link]
Best Reviewer Award (Top 5%) at ICMI 2021.
One paper accepted at WACV 2022. [Link]
Student volunteering at UbiComp 2021.
Attended Oxford Machine Learning Summer School 2021.
One paper accepted at ICCVW 2021.
Facilitator for 'Explainable machine learning: do we have the right tools?' at ICML workshop 2021.
WiML Funding for attending ICML 2021.
WiCV Funding for attending CVPR 2021.
One paper accepted at Transactions on Computational Social Systems, May 2021. [Link]
WiML Funding for attending ICLR 2021.
Student volunteering at AISTAT 2021. (Website)
Attended Graduate Symposium 2021 organized by Google Research India. (Website)
Extended Abstract at Indo-Canadian Conference on Artificial Intelligence and Rehabilitation Robotics. (Website, YouTube)
One paper accepted at JMUI, November 2020 on pain estimation from body sensors.[Link].
One paper accepted at Transactions on Affective Computing, September 2020 on group cohesion. (link)
TA in FIT5221 Intelligent Image and Video Analysis (Semester 2).
Paper accepted in FG Emopain Challenge 2020.
One paper accepted at ACII-EMERGent 2019.
Two papers accepted in IJCNN 2019.
Paper accepted in ECCV workshop (HBUGEN 2018).
Demo for Automatic Group-level Emotion Recognition in videos. (link)
Paper accepted in ICIP-2018.
Spring 2018: TA in Artificial Intelligence course at IIT-Ropar.
Fall 2017: TA in Computer-Vision course at IIT-Ropar.
Spring 2017: TA in Discrete Math course at IIT-Ropar.
Fall 2016: TA in Data-Structure course at IIT-Ropar.
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