Shreya Ghosh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Unsupervised Learning

Emotion Recognition

Top Venues

Publications

Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Abhinav Dhall, Shreya Ghosh, Chunchang Shao, Guanyu Hu
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition. CoRR (2024)
Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji
Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain
FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time. CoRR (2024)
Shreya Ghosh, Zhixi Cai, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, Tom Gedeon
Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit. CoRR (2023)
Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CVPR (2023)
Shreya Ghosh, Rakibul Hasan, Pradyumna Agrawal, Zhixi Cai, Susannah Soon, Abhinav Dhall, Tom Gedeon
Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase. CoRR (2023)
Garima Sharma, Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jianfei Cai, Tom Gedeon
GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos. ICMI Companion (2023)
Md. Rakibul Hasan, Md. Zakir Hossain, Shreya Ghosh, Susannah Soon, Tom Gedeon
Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals. CoRR (2023)
Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat
"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization. CoRR (2023)
Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat
: A large scale benchmark for content driven audio-visual forgery detection and localization. Comput. Vis. Image Underst. 236 (2023)
Chayan Mondal, Duc-Son Pham, Ashu Gupta, Shreya Ghosh, Tele Tan, Tom Gedeon
EfficienTransNet: An Automated Chest X-ray Report Generation Paradigm. MRAC@MM (2023)
Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Kalin Stefanov
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset. CoRR (2023)
Neeru Dubey, Shreya Ghosh, Abhinav Dhall
RAZE: Region Guided Self-Supervised Gaze Representation Learning. CoRR (2022)
Rahul Majethia, Shreya Ghosh, Hannah R. Nolasco, Farhana Shahid, Varun Viswanath, Ibrahim Shehi Shehu, Yiran Zhao
Stepping Into the Next Decade of Ubiquitous and Pervasive Computing: UbiComp and ISWC 2021. IEEE Pervasive Comput. 21 (2) (2022)
Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe
AV-Gaze: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-Profilic Faces. CoRR (2022)
Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CoRR (2022)
Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon
Automatic Prediction of Group Cohesiveness in Images. IEEE Trans. Affect. Comput. 13 (3) (2022)
Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe
MTGLS: Multi-Task Gaze Estimation with Limited Supervision. WACV (2022)
Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe
AV-GAZE: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-profilic Faces. ICIP (2022)
Shreya Ghosh, Abhinav Dhall, Jarrod Knibbe, Munawar Hayat
'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation. CoRR (2022)
Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe
'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation. ACCV (4) (2022)
Shreya Ghosh, Tarique Anwar
Depression Intensity Estimation via Social Media: A Deep Learning Approach. IEEE Trans. Comput. Soc. Syst. 8 (6) (2021)
Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. ICCVW (2021)
Yi Li, Shreya Ghosh, Jyoti Joshi
PLAAN: Pain Level Assessment with Anomaly-detection based Network. J. Multimodal User Interfaces 15 (4) (2021)
Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe
MTGLS: Multi-Task Gaze Estimation with Limited Supervision. CoRR (2021)
Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji
Automatic Gaze Analysis: A Survey of Deep Learning based Approaches. CoRR (2021)
Yi Li, Shreya Ghosh, Jyoti Joshi, Sharon L. Oviatt
LSTM-DNN based Approach for Pain Intensity and Protective Behaviour Prediction. FG (2020)
Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. CoRR (2020)
Neeru Dubey, Shreya Ghosh, Abhinav Dhall
Unsupervised Learning of Eye Gaze Representation from the Web. CoRR (2019)
Garima Sharma, Shreya Ghosh, Abhinav Dhall
Automatic Group Level Affect and Cohesion Prediction in Videos. ACII Workshops (2019)
Neeru Dubey, Shreya Ghosh, Abhinav Dhall
Unsupervised Learning of Eye Gaze Representation from the Web. IJCNN (2019)
Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon
Predicting Group Cohesiveness in Images. IJCNN (2019)
Shreya Ghosh, Abhinav Dhall, Nicu Sebe
Predicting Group Cohesiveness in Images. CoRR (2018)
Shreya Ghosh, Abhinav Dhall, Nicu Sebe
Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks. ICIP (2018)
Shreya Ghosh, Abhinav Dhall
Role of Group Level Affect to Find the Most Influential Person in Images. ECCV Workshops (2) (2018)
Abhinav Dhall, Roland Goecke, Shreya Ghosh, Jyoti Joshi, Jesse Hoey, Tom Gedeon
From individual to group-level emotion recognition: EmotiW 5.0. ICMI (2017)