ashawkey / CCA
CCA, DCCA, DCCAE, ConvCCA
☆19Updated 4 years ago
Alternatives and similar repositories for CCA:
Users that are interested in CCA are comparing it to the libraries listed below
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆66Updated 2 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆103Updated 2 years ago
- Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering☆51Updated 2 years ago
- Canonical Correlation Analysis Zoo: CCA, GCCA, MCCA, DCCA, DGCCA, DVCCA, DCCAE, KCCA and regularised variants☆25Updated 4 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆77Updated last year
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆32Updated 2 years ago
- codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion☆47Updated 3 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆47Updated last year
- An implementation of Deep Generalized Canonical Correlation Analysis (DGCCA or Deep GCCA) with pytorch.☆49Updated 4 years ago
- Official code of "IRNet: Iterative Refinement Network for Noisy Partial Label Learning"☆20Updated last year
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆64Updated 2 years ago
- Official code of "ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning"☆23Updated last year
- The project page of paper: CPM-Nets: Cross Partial Multi-View Networks [NeurIPS 2019 Spotlight paper]☆81Updated 2 years ago
- ☆17Updated 2 years ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆51Updated 5 months ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated last year
- PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)☆48Updated 3 years ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆24Updated 8 months ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 3 months ago
- ☆11Updated last year
- [Reproduce] Code for the ACL2019 paper "Multimodal Transformer for Unaligned Multimodal Language Sequences".☆25Updated 5 years ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆26Updated 3 months ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- ☆46Updated 3 months ago
- Pytorch implementation of our CVPR 23' paper DivClust: Controlling Diversity in Deep Clustering.☆31Updated last year
- CLUE code☆12Updated 2 years ago
- Reliable Conflictive Multi-view Learning☆82Updated last year
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆58Updated 3 weeks ago
- Instance-Dependent Partial Label Learning(NIPS'21);Variational Label Enhancement for Instance-Dependent Partial Label Learning(TPAMI)☆24Updated 7 months ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆37Updated 2 years ago