| Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals | Jun 27, 2022 | Data AugmentationDepression Detection | —Unverified | 0 |
| A Step Towards Preserving Speakers' Identity While Detecting Depression Via Speaker Disentanglement | Jun 20, 2022 | Depression DetectionDisentanglement | —Unverified | 0 |
| Leveraging Mental Health Forums for User-level Depression Detection on Social Media | Jun 1, 2022 | Depression Detection | —Unverified | 0 |
| TBD3: A Thresholding-Based Dynamic Depression Detection from Social Media for Low-Resource Users | Jun 1, 2022 | Depression Detection | CodeCode Available | 0 |
| Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression | May 19, 2022 | Depression DetectionDiagnostic | CodeCode Available | 1 |
| Integration of Text and Graph-based Features for Detecting Mental Health Disorders from Voice | May 14, 2022 | Depression Detection | CodeCode Available | 0 |
| Neural Networks with Different Initialization Methods for Depression Detection | May 10, 2022 | Depression Detection | —Unverified | 0 |
| FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification | May 1, 2022 | Abstractive Text SummarizationClassification | CodeCode Available | 0 |
| OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models | May 1, 2022 | Depression DetectionLanguage Modeling | CodeCode Available | 1 |
| SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models | May 1, 2022 | Depression DetectionMulti-class Classification | —Unverified | 0 |
| Climate and Weather: Inspecting Depression Detection via Emotion Recognition | Apr 29, 2022 | Depression DetectionEmotion Recognition | —Unverified | 0 |
| Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires | Apr 21, 2022 | Depression DetectionDomain Generalization | CodeCode Available | 1 |
| Facial Expression Analysis Using Decomposed Multiscale Spatiotemporal Networks | Mar 21, 2022 | Depression Detection | —Unverified | 0 |
| Automatic Depression Detection via Learning and Fusing Features from Visual Cues | Mar 1, 2022 | Depression Detection | —Unverified | 0 |
| Prediction of Depression Severity Based on the Prosodic and Semantic Features with Bidirectional LSTM and Time Distributed CNN | Feb 25, 2022 | Depression DetectionWord Embeddings | —Unverified | 0 |
| Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model | Feb 15, 2022 | Depression DetectionDiagnostic | CodeCode Available | 2 |
| FrAUG: A Frame Rate Based Data Augmentation Method for Depression Detection from Speech Signals | Feb 11, 2022 | Data AugmentationDepression Detection | —Unverified | 0 |
| Improving Mental Health Classifier Generalization with Pre-Diagnosis Data | Jan 16, 2022 | Depression Detection | —Unverified | 0 |
| Data Augmentation for Depression Detection Using Skeleton-Based Gait Information | Jan 4, 2022 | Data AugmentationDepression Detection | —Unverified | 0 |
| Machine Learning Approach for Depression Detection in Japanese | Nov 1, 2021 | BIG-bench Machine LearningDepression Detection | —Unverified | 0 |
| SERCNN: Stacked Embedding Recurrent Convolutional Neural Network in Depression Detection on Twitter | Sep 29, 2021 | Depression Detection | —Unverified | 0 |
| Significance of Speaker Embeddings and Temporal Context for Depression Detection | Jul 24, 2021 | Depression Detection | —Unverified | 0 |
| Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation | Jun 25, 2021 | Depression Detection | —Unverified | 0 |
| An Exploratory Analysis of the Relation Between Offensive Language and Mental Health | May 31, 2021 | Depression DetectionLanguage Identification | —Unverified | 0 |
| Deep Learning for Depression Recognition with Audiovisual Cues: A Review | May 27, 2021 | Deep LearningDepression Detection | —Unverified | 0 |
