Shreya Ghosh

According to our database, Shreya Ghosh authored at least 35 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches.

Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Machine Learning to Detect Anxiety Disorders from Error-Related Negativity and EEG Signals.

Ramya Chandrasekar, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain

CoRR, 2024

MIP-GAF: A MLLM-annotated Benchmark for Most Important Person Localization and Group Context Understanding.

Surbhi Madan, Shreya Ghosh, Lownish Rai Sookha, M. A. Ganaie, Ramanathan Subramanian, Abhinav Dhall, Tom Gedeon

CoRR, 2024

7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition.

Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Abhinav Dhall, Shreya Ghosh, Chunchang Shao, Guanyu Hu

CoRR, 2024

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time.

Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain

CoRR, 2024

MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing.

Shreya Ghosh, Zhixi Cai, Abhinav Dhall, Dimitrios Kollias, Roland Goecke, Tom Gedeon

Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, 2024

1M-Deepfakes Detection Challenge.

Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset.

Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Tom Gedeon, Kalin Stefanov

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

<i>Glitch in the matrix</i>: A large scale benchmark for content driven audio-visual forgery detection and localization.

Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat

Comput. Vis. Image Underst., November, 2023

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset.

Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Kalin Stefanov

CoRR, 2023

Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals.

Md. Rakibul Hasan, Md. Zakir Hossain, Shreya Ghosh, Susannah Soon, Tom Gedeon

CoRR, 2023

Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase.

Shreya Ghosh, Md. Rakibul Hasan, Pradyumna Agrawal, Zhixi Cai, Susannah Soon, Abhinav Dhall, Tom Gedeon

CoRR, 2023

Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit.

Shreya Ghosh, Zhixi Cai, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, Tom Gedeon

CoRR, 2023

"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization.

Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat

CoRR, 2023

EfficienTransNet: An Automated Chest X-ray Report Generation Paradigm.

Chayan Mondal, Duc-Son Pham, Ashu Gupta, Shreya Ghosh, Tele Tan, Tom Gedeon

Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, 2023

GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos.

Garima Sharma, Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jianfei Cai, Tom Gedeon

Proceedings of the International Conference on Multimodal Interaction, 2023

MARLIN: Masked Autoencoder for facial video Representation LearnINg.

Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Automatic Eye Gaze Estimation with Limited Supervision.

Shreya Ghosh

PhD thesis, 2022

Automatic Prediction of Group Cohesiveness in Images.

Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon

IEEE Trans. Affect. Comput., 2022

Stepping Into the Next Decade of Ubiquitous and Pervasive Computing: UbiComp and ISWC 2021.

Rahul Majethia, Shreya Ghosh, Hannah R. Nolasco, Farhana Shahid, Varun Viswanath, Ibrahim Shehi Shehu, Yiran Zhao

IEEE Pervasive Comput., 2022

RAZE: Region Guided Self-Supervised Gaze Representation Learning.

Neeru Dubey, Shreya Ghosh, Abhinav Dhall

CoRR, 2022

MTGLS: Multi-Task Gaze Estimation with Limited Supervision.

Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

AV-GAZE: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-profilic Faces.

Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation.

Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Depression Intensity Estimation via Social Media: A Deep Learning Approach.

Shreya Ghosh, Tarique Anwar

IEEE Trans. Comput. Soc. Syst., 2021

PLAAN: Pain Level Assessment with Anomaly-detection based Network.

Yi Li, Shreya Ghosh, Jyoti Joshi

J. Multimodal User Interfaces, 2021

Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset.

Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

LSTM-DNN based Approach for Pain Intensity and Protective Behaviour Prediction.

Yi Li, Shreya Ghosh, Jyoti Joshi, Sharon L. Oviatt

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

Predicting Group Cohesiveness in Images.

Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon

Proceedings of the International Joint Conference on Neural Networks, 2019

Unsupervised Learning of Eye Gaze Representation from the Web.

Neeru Dubey, Shreya Ghosh, Abhinav Dhall

Proceedings of the International Joint Conference on Neural Networks, 2019

Automatic Group Level Affect and Cohesion Prediction in Videos.

Garima Sharma, Shreya Ghosh, Abhinav Dhall

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018

Predicting Group Cohesiveness in Images.

Shreya Ghosh, Abhinav Dhall, Nicu Sebe

CoRR, 2018

Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks.

Shreya Ghosh, Abhinav Dhall, Nicu Sebe

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Role of Group Level Affect to Find the Most Influential Person in Images.

Shreya Ghosh, Abhinav Dhall

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

From individual to group-level emotion recognition: EmotiW 5.0.

Abhinav Dhall, Roland Goecke, Shreya Ghosh, Jyoti Joshi, Jesse Hoey, Tom Gedeon

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017