This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation for the paper MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild.
☆57Sep 16, 2024Updated last year
Alternatives and similar repositories for MMA-DFER
Users that are interested in MMA-DFER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TAFFC 2024] The official implementation of paper: From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Rec…☆125Aug 20, 2026Updated last week
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆165Sep 16, 2024Updated last year
- [BMVC'23] Prompting Visual-Language Models for Dynamic Facial Expression Recognition☆143Nov 21, 2024Updated last year
- MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition (ACM MM 2023)☆150Nov 16, 2025Updated 9 months ago
- A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition (ACM MM 2024 oral)☆31Nov 4, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild.☆64Dec 30, 2025Updated 8 months ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆111Mar 29, 2024Updated 2 years ago
- Multiscale Facial Expression Recognition Based on Dynamic Global and Static Local Attention on 《IEEE Transacions on Affective Computing》 …☆15Jun 3, 2025Updated last year
- [CVPR 2023] This is the official implementation of "Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Era…☆41Jan 17, 2025Updated last year
- DEP-Former: Multimodal Depression Recognition Based on Facial Expressions and Audio Features via Emotional Changes☆19Sep 18, 2024Updated last year
- Pytorch implementation for the paper: Adversarial alignment and graph fusion via information bottleneck for multimodal emotion recognitio…☆15Sep 19, 2024Updated last year
- Official codebase for "Context Aware Deep Learning for Multi Modal Depression Detection" [ICASSP 2019, Oral]☆11Dec 26, 2024Updated last year
- [Information Fusion 2024] HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition☆121Aug 29, 2025Updated last year
- Pre-trained model weights of MAE-Face.☆44Jan 30, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆50Jan 15, 2024Updated 2 years ago
- The final coursework for AI in Mental Health @ PKU.☆23Jan 5, 2024Updated 2 years ago
- ☆31Aug 30, 2024Updated 2 years ago
- ☆49Jun 27, 2022Updated 4 years ago
- Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning☆616Updated this week
- ☆13Dec 2, 2024Updated last year
- ATTENTION AGGREGATION NETWORK FOR AUDIO-VISUAL EMOTION RECOGNITION☆14Sep 25, 2023Updated 2 years ago
- Dynamic Facial Expression Recognition☆26Feb 8, 2023Updated 3 years ago
- ☆22Jan 17, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation☆33Dec 9, 2024Updated last year
- Official Repository for "Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality" (ECCV 2024)☆16Oct 29, 2024Updated last year
- [CVPR'25] AVF-MAE++ : Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning☆23Jun 11, 2026Updated 2 months ago
- LI-FPN is an excellent model for depression recognition based on facial expression.☆15Apr 5, 2024Updated 2 years ago
- [WACV 2024] FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features☆32Jul 8, 2024Updated 2 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆39Aug 12, 2024Updated 2 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆91Apr 2, 2024Updated 2 years ago
- EmoCapCLIP: Learning Transferable Facial Emotion Representations from Large-Scale Semantically Rich Captions☆22Jul 29, 2025Updated last year
- Official implementation for paper "CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition" (accepted to IEEE TC…☆17Oct 20, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- EMER, OV-MER (ICML25), AffectGPT (ICML25, Oral), EmoPrefer (ICLR26)☆417Feb 24, 2026Updated 6 months ago
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆32May 21, 2024Updated 2 years ago
- Attention-Based Acoustic Feature Fusion Network for Depression Detection☆29Jun 14, 2025Updated last year
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆48Nov 29, 2024Updated last year
- code for: POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition☆77Aug 9, 2023Updated 3 years ago
- [AAAI 2025] QCS:Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition☆22Jul 3, 2025Updated last year
- official repository for the paper: Multimodal emotion recognition with modality-pairwise unsupervised contrastive loss☆23Sep 6, 2022Updated 3 years ago