TmacMai / Multimodal-Information-BottleneckLinks
Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment analysis)
☆76Updated 2 years ago
Alternatives and similar repositories for Multimodal-Information-Bottleneck
Users that are interested in Multimodal-Information-Bottleneck are comparing it to the libraries listed below
Sorting:
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆66Updated 2 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆87Updated 3 months ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆249Updated 2 years ago
- The implementation of CubeMLP☆47Updated 2 years ago
- ☆79Updated 4 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆125Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆35Updated 2 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- ☆31Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆55Updated last year
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆44Updated last year
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆62Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆189Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆63Updated 11 months ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆28Updated 2 years ago
- [TMM2022] Source codes of CENet☆34Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- ☆33Updated 11 months ago
- CLUE code☆12Updated 3 months ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 3 years ago
- ☆37Updated 3 years ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆31Updated 7 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆38Updated 2 years ago
- ☆34Updated 4 months ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆78Updated 4 months ago
- ☆28Updated last year
- ☆15Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- ☆17Updated last year
- codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion☆48Updated 3 years ago