PMR: Prototypical Modal Rebalance for Multimodal Learning
☆46Mar 10, 2023Updated 2 years ago
Alternatives and similar repositories for Modal-Imbalance-PMR
Users that are interested in Modal-Imbalance-PMR are comparing it to the libraries listed below
Sorting:
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆310Sep 22, 2025Updated 5 months ago
- A python implement for Certifiable Robust Multi-modal Training☆19Jun 21, 2025Updated 8 months ago
- [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".☆28Jan 26, 2024Updated 2 years ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆54Jun 28, 2024Updated last year
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Jun 5, 2023Updated 2 years ago
- This repository contains the official code for "Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention, Alignm…☆11Oct 9, 2024Updated last year
- [Neurocomputing] EmoVerse: Enhancing Multimodal Large Language Models for Affective Computing via Multitask Learning☆16Jul 6, 2025Updated 8 months ago
- Pytorch implementation of our paper accepted by NCA2021 -- Hierarchical Deep Network with Uncertainty aware Semi-supervised Learning for …☆12Mar 13, 2023Updated 2 years ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆59Nov 5, 2024Updated last year
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆86May 26, 2024Updated last year
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆43Jan 15, 2025Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆35Sep 28, 2023Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 2 years ago
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆44Nov 17, 2025Updated 3 months ago
- The offical repository of "So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection"☆29Oct 29, 2025Updated 4 months ago
- Official Implementation of paper "Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast"☆24Oct 22, 2024Updated last year
- Create tiny ML systems for on-device learning.☆19Jul 14, 2021Updated 4 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆118Jun 18, 2022Updated 3 years ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆60Aug 20, 2024Updated last year
- ☆22Dec 9, 2022Updated 3 years ago
- 【MICCAI 2023 Early Accept & MedIA】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions"☆27Dec 11, 2024Updated last year
- ☆23Apr 1, 2024Updated last year
- WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction☆62Sep 3, 2025Updated 6 months ago
- [ACM-MM'24 Oral] PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates☆32Jun 4, 2025Updated 9 months ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- AAAI2024-Generative-based Fusion Mechanism for Multi-modal Object Tracking☆26Nov 28, 2024Updated last year
- [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)☆88Feb 24, 2026Updated last week
- The repo for "Class-aware Sounding Objects Localization", TPAMI 2021.☆29Mar 4, 2022Updated 4 years ago
- ☆11Dec 23, 2024Updated last year
- Code for the paper: Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation.☆32Aug 15, 2023Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆78Aug 29, 2025Updated 6 months ago
- ☆82Nov 19, 2025Updated 3 months ago
- A repo for publishing solution to 3DCoMPaT++ challenge on an improved large-scale 3D vision dataset for compositional recognition☆14Jun 22, 2023Updated 2 years ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆226Dec 13, 2023Updated 2 years ago
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆35Mar 17, 2023Updated 2 years ago
- [ICLR 23] Contrastive Aligned of Vision to Language Through Parameter-Efficient Transfer Learning☆40Jul 29, 2023Updated 2 years ago
- ☆30Aug 18, 2023Updated 2 years ago
- Image Fusion☆43Jan 10, 2023Updated 3 years ago
- Scripts for download AudioSet☆87Nov 7, 2017Updated 8 years ago