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ORCIDML4CMH@AAAI 2024: Vancouver, BC, Canada
- Marija Stanojevic:
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. CEUR Workshop Proceedings 3649, CEUR-WS.org 2024
Oral Presentations
- Mengzhao Jia, Qianglong Chen, Liqiang Jing, Dawei Fu, Renyu Li:
Knowledge-enhanced Memory Model for Emotional Support Conversation. 1-11 - 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. 12-22 - Diego Maupomé, Fanny Rancourt, Raouf Moncef Belbahar, Marie-Jean Meurs:
A Pretrained Language Model for Mental Health Risk Detection (short paper). 23-28 - Fatemeh Bagheri, Kâmil Uludag:
PMC: Paired Multi-Contrast MRI Dataset at 1.5T and 3T for Supervised Image2Image Translation (short paper). 29-34 - Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Jocelyn Faubert, Irina Rish:
Dance of the Neurons: Unraveling Sex from Brain Signals (short paper). 35-40 - Lucille Njoo, Lee Janzen-Morel, Inna Wanyin Lin, Yulia Tsvetkov:
Mental Health Stigma across Diverse Genders in Generative Large Language Models - Abstract (abstract). 41
Poster Presentations
- 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. 42-56 - Vijay Ravi, Jinhan Wang, Jonathan Flint, Abeer Alwan:
A Privacy-preserving Unsupervised Speaker Disentanglement Method for Depression Detection from Speech (short paper). 57-63 - Kei Shimonishi, Kazuaki Kondo, Hirotada Ueda, Yuichi Nakamura:
Ordinal Scale Evaluation of Smiling Intensity using Comparison-Based Network. 64-73 - 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. 74-83 - 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. 84-93 - Yuxin Zhi, Bilal Taha, Dimitrios Hatzinakos:
Investigating Bias in Affective State Detection Using Eye Biometrics (short paper). 94-100 - Vanessa Richter, Michael Neumann, Vikram Ramanarayanan:
Towards remote differential diagnosis of mental and neurological disorders using automatically extracted speech and facial features. 101-111 - 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). 112-117 - 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. 118-127
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