MMER

The definitive Web UI for local AI, with powerful features and easy setup.

The official implementation of paper DAAL: Dual Ambiguity in Active Learning for Object Detection with YOLOE

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!

[APNOMS'25] - "CemoBAM: Advancing Multimodal Emotion Recognition through Heterogeneous Graph Networks and Cross-Modal Attention Mechanisms" by Nhut Minh Nguyen, Thu Thuy Le, Trung Thanh Nguyen, Tai…

Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling

How Powerful are Graph Neural Networks?

[ACL 2025 Industry Track (Oral)] Sentiment Reasoning for Healthcare

Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion

Turns Data and AI algorithms into production-ready web applications in no time.

GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"

Implementation of the table detection and table structure recognition deep learning model described in the paper "ClusterTabNet: Supervised clustering method for table detection and table structure…

MTL-TabNet: Multi-task Learning based Model for Image-based Table Recognition

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning

Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"

SignboardLayout: Towards Understanding the Logical Layout of Scene Text in Signboard Images

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

Project focused on enhancing the quality of low-fidelity endoscopy images using Generative Adversarial Networks (GANs) implemented in PyTorch.

Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.

"FleSER: Multimodal Emotion Recognition via Dynamic Fuzzy Membership and Attention Fusion" by Nhut Minh Nguyen, Trung Minh Nguyen, Trung Thanh Nguyen, Phuong-Nam Tran, Truong Pham, Linh Le, Alice O…

Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum

ChunkFormer: Masked Chunking Conformer For Long-Form Speech Transcription

The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".

This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".

source code for "Towards Speaker-Unknown Emotion Recognition in Conversation via Progressive Contrastive Deep Supervision"

This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.

LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition

Recognizing emotions is crucial for the development of artificial intelligence in various fields. This project explores the application of quantum models on emotion recognition from electroencepha…