Overview
Availability
- Dr Shreya Ghosh is:
- Available for supervision
Works
Search Professor Shreya Ghosh’s works on UQ eSpace
2025
Journal Article
Empathy detection from text, audiovisual, audio or physiological signals: a systematic review of task formulations and machine learning methods
Hasan, Md Rakibul, Hossain, Md Zakir, Ghosh, Shreya, Krishna, Aneesh and Gedeon, Tom (2025). Empathy detection from text, audiovisual, audio or physiological signals: a systematic review of task formulations and machine learning methods. IEEE Transactions on Affective Computing, 1-20. doi: 10.1109/taffc.2025.3590107
2025
Conference Publication
7th ABAW competition: multi-task learning and compound expression recognition
Kollias, Dimitrios, Zafeiriou, Stefanos, Kotsia, Irene, Dhall, Abhinav, Ghosh, Shreya, Shao, Chunchang and Hu, Guanyu (2025). 7th ABAW competition: multi-task learning and compound expression recognition. Computer Vision – ECCV 2024 Workshops, Milan, Italy, 29 September-4 October 2024. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-91581-9_3
2025
Conference Publication
MIP-GAF: a MLLM-annotated benchmark for Most Important Person localization and group context understanding
Madan, S., Ghosh, S., Sookha, L. R., Ganaie, M. A., Subramanian, R., Dhall, A. and Gedeon, T. (2025). MIP-GAF: a MLLM-annotated benchmark for Most Important Person localization and group context understanding. 2025 Winter Conference on Applications of Computer Vision-WACV, Tucson, AZ USA, 28 February-4 March 2025. Los Alamitos, CA USA: IEEE Computer Society. doi: 10.1109/wacv61041.2025.00150
2024
Conference Publication
AV-Deepfake1M: a large-scale LLM-driven audio-visual deepfake dataset
Cai, Zhixi, Ghosh, Shreya, Adatia, Aman Pankaj, Hayat, Munawar, Dhall, Abhinav, Gedeon, Tom and Stefanov, Kalin (2024). AV-Deepfake1M: a large-scale LLM-driven audio-visual deepfake dataset. MM '24: The 32nd ACM International Conference on Multimedia, Melbourne, VIC Australia, 28 October-1 November 2024. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3664647.3680795
2024
Conference Publication
1M-Deepfakes Detection Challenge
Cai, Zhixi, Dhall, Abhinav, Ghosh, Shreya, Hayat, Munawar, Kollias, Dimitrios, Stefanov, Kalin and Tariq, Usman (2024). 1M-Deepfakes Detection Challenge. The 32nd ACM International Conference on Multimedia, Melbourne, VIC Australia, 28 October-1 November 2024. New York, NY USA: Association for Computing Machinery, Inc. doi: 10.1145/3664647.3689145
2024
Conference Publication
MRAC '24 Chairs' Welcome
Tao, Jianhua, Ghosh, Shreya, Lian, Zheng, Cai, Zhixi, Schuller, Björn W., Dhall, Abhinav, Zhao, Guoying, Kollias, Dimitrios, Cambria, Erik, Goecke, Roland and Gedeon, Tom (2024). MRAC '24 Chairs' Welcome. MM '24: The 32nd ACM International Conference on Multimedia, Melbourne, VIC Australia, 28 October - 1 November 2024. New York, NY United States: Association for Computing Machinery.
2024
Conference Publication
MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing
Ghosh, Shreya, Cai, Zhixi, Dhall, Abhinav, Kollias, Dimitrios, Goecke, Roland and Gedeon, Tom (2024). MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing. The 32nd ACM International Conference on Multimedia, Melbourne, VIC Australia, 28 October-1 November 2024. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3689092.3690042
2024
Conference Publication
Emolysis: a multimodal open-source group emotion analysis and visualization toolkit
Ghosh, Shreya, Cai, Zhixi, Gupta, Parul, Sharma, Garima, Dhall, Abhinav, Hayat, Munawar and Gedeon, Tom (2024). Emolysis: a multimodal open-source group emotion analysis and visualization toolkit. 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos-ACIIW, Glasgow, Scotland, United Kingdom, 15 September 2024. Los Alamitos, CA USA: IEEE Computer Society. doi: 10.1109/aciiw63320.2024.00023
2024
Conference Publication
Attention-Based Multi-layer Perceptron to Categorize Affective Videos from Viewer's Physiological Signals
Shaiok, Lazib Sharar, Hoque, Ishtiaqul, Hasan, Md Rakibul, Ghosh, Shreya, Gedeon, Tom and Hossain, Md Zakir (2024). Attention-Based Multi-layer Perceptron to Categorize Affective Videos from Viewer's Physiological Signals. 16th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Ras Al Khaimah, United Arab Emirates, 15-18 April 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-5934-7_3
2024
Journal Article
Automatic gaze analysis: a survey of deep learning based approaches
Ghosh, Shreya, Dhall, Abhinav, Hayat, Munawar, Knibbe, Jarrod and Ji, Qiang (2024). Automatic gaze analysis: a survey of deep learning based approaches. IEEE Transactions on Pattern Analysis and Machine Intelligence, 46 (1), 61-84. doi: 10.1109/tpami.2023.3321337
2023
Conference Publication
EfficienTransNet: an automated chest X-ray report generation paradigm
Mondal, Chayan, Pham, Duc-Son, Gupta, Ashu, Ghosh, Shreya, Tan, Tele and Gedeon, Tom (2023). EfficienTransNet: an automated chest X-ray report generation paradigm. The 31st ACM International Conference on Multimedia, Ottawa, Canada, 29 October 2023. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3607865.3616174
2023
Conference Publication
GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos
Sharma, Garima, Ghosh, Shreya, Dhall, Abhinav, Hayat, Munawar, Cai, Jianfei and Gedeon, Tom (2023). GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos. ICMI '23 Companion: Companion Publication of the 25th International Conference on Multimodal Interaction, Paris, France, 9 - 13 October 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3610661.3616184
2023
Journal Article
Glitch in the matrix: A large scale benchmark for content driven audio-visual forgery detection and localization
Cai, Zhixi, Ghosh, Shreya, Dhall, Abhinav, Gedeon, Tom, Stefanov, Kalin and Hayat, Munawar (2023). Glitch in the matrix: A large scale benchmark for content driven audio-visual forgery detection and localization. Computer Vision and Image Understanding, 236 103818, 1-12. doi: 10.1016/j.cviu.2023.103818
2023
Conference Publication
MARLIN: Masked Autoencoder for facial video Representation LearnINg
Cai, Zhixi, Ghosh, Shreya, Stefanov, Kalin, Dhall, Abhinav, Cai, Jianfei, Rezatofighi, Hamid, Haffari, Reza and Hayat, Munawar (2023). MARLIN: Masked Autoencoder for facial video Representation LearnINg. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC Canada, 17-24 June 2023. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/cvpr52729.2023.00150
2023
Conference Publication
'Labelling the gaps': a weakly supervised automatic eye gaze estimation
Ghosh, Shreya, Dhall, Abhinav, Hayat, Munawar and Knibbe, Jarrod (2023). 'Labelling the gaps': a weakly supervised automatic eye gaze estimation. 16th Asian Conference on Computer Vision (ACCV), Macao, Peoples Republic of China, 4-8 December 2022. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-26316-3_44
2022
Conference Publication
AV-GAZE: a study on the effectiveness of audio guided visual attention estimation for non-profilic faces
Ghosh, Shreya, Dhall, Abhinav, Hayat, Munawar and Knibbe, Jarrod (2022). AV-GAZE: a study on the effectiveness of audio guided visual attention estimation for non-profilic faces. 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16-19 October 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icip46576.2022.9897360
2022
Journal Article
Automatic prediction of group cohesiveness in images
Ghosh, Shreya, Dhall, Abhinav, Sebe, Nicu and Gedeon, Tom (2022). Automatic prediction of group cohesiveness in images. IEEE Transactions on Affective Computing, 13 (3), 1677-1690. doi: 10.1109/taffc.2020.3026095
2022
Conference Publication
MTGLS: Multi-Task Gaze Estimation with Limited Supervision
Ghosh, Shreya, Hayat, Munawar, Dhall, Abhinav and Knibbe, Jarrod (2022). MTGLS: Multi-Task Gaze Estimation with Limited Supervision. 22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI United States, 4-8 January 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV51458.2022.00123
2021
Journal Article
Depression Intensity Estimation via Social Media: A Deep Learning Approach
Ghosh, Shreya and Anwar, Tarique (2021). Depression Intensity Estimation via Social Media: A Deep Learning Approach. IEEE Transactions On Computational Social Systems, 8 (6), 1465-1474. doi: 10.1109/tcss.2021.3084154
2021
Conference Publication
Speak2Label: using domain knowledge for creating a large scale driver gaze zone estimation dataset
Ghosh, Shreya, Dhall, Abhinav, Sharma, Garima, Gupta, Sarthak and Sebe, Nicu (2021). Speak2Label: using domain knowledge for creating a large scale driver gaze zone estimation dataset. 18th IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, Canada, 11-17 October 2021. Los Alamitos, CA USA: IEEE Computer Society. doi: 10.1109/iccvw54120.2021.00324
Supervision
Availability
- Dr Shreya Ghosh is:
- Available for supervision
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