thuiar/Expensive-Multi-objective-Optimization

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thuiar/Expensive-Multi-objective-Optimization

thuiar

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MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

GNN-GBDT-Guided-Fast-Optimizing-Framework

GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming(Ye et al., ICML 2023): https://openreview.net/pdf?id=tX7ajV69wt

TEXTOIR

TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

Self-MM

Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"

MMSA-FET

A Tool for extracting multimodal features from videos.

DeepAligned-Clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)

OKD-Reading-List

Papers for Open Knowledge Discovery

Cross-Modal-BERT

CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）

AWESOME-MSA

Paper List for Multimodal Sentiment Analysis

M-SENA

M-SENA: All-in-One Platform for Multimodal Sentiment Analysis

MIntRec

MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)

Adaptive-Decision-Boundary

Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)

ch-sims-v2

Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module

TEXTOIR-DEMO

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)

CDAC-plus

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)

Jupyter Notebook

DeepUnkID

Deep Unknown Intent Detection with Margin Loss (ACL2019)

Jupyter Notebook

TCL-MAP

TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)

CRL

Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)

TFR-Net

This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multimodal Sentiment Analysis, accepted at ACMMM 2021.

MIntRec2.0

MIntRec 2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)

OpenVNA

[ACL 2024 SDT] OpenVNA is an open-source framework designed for analyzing the behavior of multimodal language understanding systems under noisy conditions.

AWESOME-Dialogue

Paper List for Dialogue and Interactive Systems

UMC

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)

thuiar.github.io

The official website of THUIAR.

Books

Robust-MSA

CTMWA

Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis

Meta-NA

Pytorch implementation for codes in Meta Noise Adaption Framework for Multimodal Sentiment Analysis with Feature Noise (Accepted by IEEE Transactions on Multimedia).

TCM-CAS

Traditional Chinese Medicine Constitution Assessment System

Adaptive-Batch-ParEGO

This repository contains Matlab implementation of the algorithm framework for adaptive batch-ParEGO

MILPGen

AWESOME-MTL

Paper List for Multi-task Learning

cmcnn

code for paper "Co-attentive multi-task convolutional neural network for facial expression recognition"

Light-MILPopt

AudioProcess

Related methods and tools for processing audio data

Block-MOBO

This repository contains Matlab implementation of the algorithm framework for Block-MOBO.

ML4MILP

ML4MILP: the first benchmark dataset specifically designed to test ML-based algorithms for solving MILP problems

GAR-Net

GAR-Net: A Graph Attention Reasoning Network for Conversation Understanding