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2025 Journal Article Empathy detection from text, audiovisual, audio or physiological signals: a systematic review of task formulations and machine learning methodsHasan, 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, 16 (4), 1-20. doi: 10.1109/taffc.2025.3590107 |
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2024 Journal Article Automatic gaze analysis: a survey of deep learning based approachesGhosh, 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 |
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2023 Journal Article Glitch in the matrix: A large scale benchmark for content driven audio-visual forgery detection and localizationCai, 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 |
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2022 Journal Article Automatic prediction of group cohesiveness in imagesGhosh, 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 |
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2021 Journal Article Depression Intensity Estimation via Social Media: A Deep Learning ApproachGhosh, 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 |
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2021 Journal Article PLAAN: Pain Level Assessment with Anomaly-detection based NetworkLi, Yi, Ghosh, Shreya and Joshi, Jyoti (2021). PLAAN: Pain Level Assessment with Anomaly-detection based Network. Journal On Multimodal User Interfaces, 15 (4), 359-372. doi: 10.1007/s12193-020-00362-8 |
