ML4CMH@AAAI

Publications

2024

Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Jocelyn Faubert, Irina Rish
Dance of the Neurons: Unraveling Sex from Brain Signals (short paper). ML4CMH@AAAI (2024)
Mengzhao Jia, Qianglong Chen, Liqiang Jing, Dawei Fu, Renyu Li
Knowledge-enhanced Memory Model for Emotional Support Conversation. ML4CMH@AAAI (2024)
Loitongbam Gyanendro Singh, Stuart E. Middleton, Tayyaba Azim, Elena Nichele, Pinyi Lyu, Santiago De Ossorno Garcia
ConversationMoC: Encoding Conversational Dynamics using Multiplex Network for Identifying Moment of Change in Mood and Mental Health Classification. ML4CMH@AAAI (2024)
Kei Shimonishi, Kazuaki Kondo, Hirotada Ueda, Yuichi Nakamura
Ordinal Scale Evaluation of Smiling Intensity using Comparison-Based Network. ML4CMH@AAAI (2024)
Vanessa Richter, Michael Neumann, Vikram Ramanarayanan
Towards remote differential diagnosis of mental and neurological disorders using automatically extracted speech and facial features. ML4CMH@AAAI (2024)
Vijay Ravi, Jinhan Wang, Jonathan Flint, Abeer Alwan
A Privacy-preserving Unsupervised Speaker Disentanglement Method for Depression Detection from Speech (short paper). ML4CMH@AAAI (2024)
William Stern, Seng Jhing Goh, Nasheen Nur, Patrick J. Aragon, Thomas Mercer, Siddhartha Bhattacharyya, Chiradeep Sen, Van Minh Nguyen
Natural Language Explanations for Suicide Risk Classification Using Large Language Models. ML4CMH@AAAI (2024)
Christopher Lucasius, Mai Ali, Deepa Kundur, Marco Battaglia, Peter Szatmari, John Strauss
Prediction of Relapse in Adolescent Depression using Fusion of Video and Speech Data (short paper). ML4CMH@AAAI (2024)
Diego Maupomé, Fanny Rancourt, Raouf Moncef Belbahar, Marie-Jean Meurs
A Pretrained Language Model for Mental Health Risk Detection (short paper). ML4CMH@AAAI (2024)
Yuxin Zhi, Bilal Taha, Dimitrios Hatzinakos
Investigating Bias in Affective State Detection Using Eye Biometrics (short paper). ML4CMH@AAAI (2024)
Pavlos Constas, Vikram Rawal, Matthew Honorio Oliveira, Andreas Constas, Aditya Khan, Kaison Cheung, Najma Sultani, Carrie Chen, Micol Altomare, Michael Akzam, Jiacheng Chen, Vhea He, Lauren Altomare, Heraa Murqi, Asad Khan, Nimit Amikumar Bhanshali, Youssef Rachad, Michael Guerzhoy
Toward A Reinforcement-Learning-Based System for Adjusting Medication to Minimize Speech Disfluency. ML4CMH@AAAI (2024)
Lucille Njoo, Lee Janzen-Morel, Inna Wanyin Lin, Yulia Tsvetkov
Mental Health Stigma across Diverse Genders in Generative Large Language Models - Abstract (abstract). ML4CMH@AAAI (2024)
Creighton Heaukulani, Ye Sheng Phang, Janice Huiqin Weng, Jimmy Lee, Robert J. T. Morris
Deploying AI Methods for Mental Health in Singapore: From Mental Wellness to Serious Mental Health Conditions. ML4CMH@AAAI (2024)
Maneesh Bilalpur, Mert Inan, Dorsa Zeinali, Jeffrey F. Cohn, Malihe Alikhani
Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues. ML4CMH@AAAI (2024)
Fatemeh Bagheri, Kâmil Uludag
PMC: Paired Multi-Contrast MRI Dataset at 1.5T and 3T for Supervised Image2Image Translation (short paper). ML4CMH@AAAI (2024)

volume 3649, 2024

Proceedings of Machine Learning for Cognitive and Mental Health Workshop (ML4CMH 2024) Co-located with the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, BC, Canada, February 26th, 2024. ML4CMH@AAAI 3649 (2024)