The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
☆55Jun 28, 2024Updated 2 years ago
Alternatives and similar repositories for MMPareto_ICML2024
Users that are interested in MMPareto_ICML2024 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆62Nov 5, 2024Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆48Mar 10, 2023Updated 3 years ago
- A python implement for Certifiable Robust Multi-modal Training☆21Jun 21, 2025Updated last year
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆327Sep 22, 2025Updated last year
- This is the repo for "Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition", CVPR2025.☆31Dec 22, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".☆30Jan 26, 2024Updated 2 years ago
- A curated list of balanced multimodal learning methods.☆176Mar 26, 2026Updated 7 months ago
- The official code for Boosting Multimodal Learning via Disentangled Gradient Learning☆44Nov 22, 2025Updated 11 months ago
- The repo for "On-the-fly Modulation for Balanced Multimodal Learning", T-PAMI 2024☆21Sep 29, 2024Updated 2 years ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆31Jul 30, 2024Updated 2 years ago
- ☆45Feb 23, 2025Updated last year
- ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement☆30May 2, 2025Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆38Sep 28, 2023Updated 3 years ago
- Official repo for ICML 2025 paper "RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer"☆18Jun 21, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Universal Adversarial Perturbations for Vision-Language Pre-trained Models☆25Aug 8, 2025Updated last year
- [ECCV 2022] Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing☆27Jul 15, 2022Updated 4 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Jun 5, 2023Updated 3 years ago
- ☆17Jun 11, 2024Updated 2 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- ☆21Jan 15, 2024Updated 2 years ago
- ☆27Nov 6, 2025Updated 11 months ago
- [ACMMM 2023] BMMAL: Towards Balanced Active Learning for Multimodal Classification☆17Sep 25, 2023Updated 3 years ago
- ☆22Jan 21, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SaTML 2023, 1st place in CVPR’21 Security AI Challenger: Unrestricted Adversarial Attacks on ImageNet.☆29Dec 29, 2022Updated 3 years ago
- CLUE code☆15May 1, 2025Updated last year
- Decoupling common and unique representations for multimodal self-supervised learning☆75Aug 14, 2024Updated 2 years ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆97Oct 28, 2024Updated 2 years ago
- The official code for Improving Multimodal Learning via Imbalanced Learning☆41Mar 26, 2026Updated 7 months ago
- This is the official implementation of "Deep Fuzzy Multi-view Learning for Reliable Classification" (ICML 2025)☆19Jul 16, 2026Updated 3 months ago
- MokA: Multimodal Low-Rank Adaptation for MLLMs☆94Dec 30, 2025Updated 10 months ago
- [NeurIPS 2024] Official PyTorch implementation of the paper "Classifier-guided Gradient Modulation for Enhanced Multimodal Learning"☆39Oct 10, 2024Updated 2 years ago
- The implementation of our paper☆42Jul 22, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆36Jul 9, 2025Updated last year
- This repo contains source code for Glance and Focus: Memory Prompting for Multi-Event Video Question Answering (Accepted in NeurIPS 2023)☆31Jun 28, 2024Updated 2 years ago
- [CVPR 2023] Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception☆38Jun 17, 2023Updated 3 years ago
- SicTTA: Single Image Continual Test-Time Adaptation for Medical Image Segmentation☆20Dec 21, 2025Updated 10 months ago
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆27Oct 6, 2025Updated last year
- List of remote sensing (RS) multi-view datasets for exploring multi-view learning☆11Jun 1, 2026Updated 5 months ago
- The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferabili…☆20Aug 22, 2024Updated 2 years ago