The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)
☆320Sep 22, 2025Updated 10 months ago
Alternatives and similar repositories for OGM-GE_CVPR2022
Users that are interested in OGM-GE_CVPR2022 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆47Mar 10, 2023Updated 3 years ago
- The code repo for ICASSP 2023 Paper "MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning"☆26May 18, 2023Updated 3 years ago
- A curated list of balanced multimodal learning methods.☆172Mar 26, 2026Updated 4 months ago
- This is the repo for "Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition", CVPR2025.☆26Dec 22, 2025Updated 7 months ago
- [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".☆30Jan 26, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆55Jun 28, 2024Updated 2 years ago
- The repo for "On-the-fly Modulation for Balanced Multimodal Learning", T-PAMI 2024☆19Sep 29, 2024Updated last year
- [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data☆127Jun 28, 2025Updated last year
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆62Nov 5, 2024Updated last year
- ☆42Feb 23, 2025Updated last year
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆29Jul 30, 2024Updated 2 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Jun 5, 2023Updated 3 years ago
- ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement☆30May 2, 2025Updated last year
- A python implement for Certifiable Robust Multi-modal Training☆21Jun 21, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆635Jan 27, 2024Updated 2 years ago
- Sapsucker Woods 60 Audiovisual Dataset☆19Oct 7, 2022Updated 3 years ago
- The official repository for CVPR'26 Paper "APPO: Attention-guided Perception Policy Optimization for Video Reasoning"☆16Mar 19, 2026Updated 4 months ago
- MUSIC-AVQA, CVPR2022 (ORAL)☆100Dec 30, 2022Updated 3 years ago
- ☆73Nov 22, 2024Updated last year
- VGGSound: A Large-scale Audio-Visual Dataset☆358Sep 13, 2021Updated 4 years ago
- [ICCV 2023] Audio-Visual Class-Incremental Learning☆36Sep 29, 2024Updated last year
- [CVPR 2025] Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation☆85Dec 24, 2025Updated 7 months ago
- The repo for "Class-aware Sounding Objects Localization", TPAMI 2021.☆29Mar 4, 2022Updated 4 years 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.
- [TMLR 2022] High-Modality Multimodal Transformer☆116Nov 2, 2024Updated last year
- Reliable Conflictive Multi-view Learning☆96Mar 24, 2024Updated 2 years ago
- [ACMMM 2023] BMMAL: Towards Balanced Active Learning for Multimodal Classification☆17Sep 25, 2023Updated 2 years ago
- SAEval: A benchmark for sentiment analysis to evaluate the model's performance on various subtasks.☆15Apr 29, 2024Updated 2 years ago
- [NeurIPS 2024] Official PyTorch implementation of the paper "Classifier-guided Gradient Modulation for Enhanced Multimodal Learning"☆38Oct 10, 2024Updated last year
- Reading list for research topics in multimodal machine learning☆6,923Aug 20, 2024Updated last year
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆18Jan 22, 2024Updated 2 years ago
- ☆18Oct 29, 2022Updated 3 years ago
- ☆26May 8, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The official code for Boosting Multimodal Learning via Disentangled Gradient Learning☆48Nov 22, 2025Updated 8 months ago
- CLUE code☆15May 1, 2025Updated last year
- The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]☆287Feb 9, 2026Updated 6 months ago
- ☆51Apr 26, 2023Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆294Mar 14, 2023Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- [ICML 2024] Official implementation for "Predictive Dynamic Fusion."☆71Jan 11, 2025Updated last year