ys-zong / awesome-self-supervised-multimodal-learningLinks
[T-PAMI] A curated list of self-supervised multimodal learning resources.
☆263Updated 11 months ago
Alternatives and similar repositories for awesome-self-supervised-multimodal-learning
Users that are interested in awesome-self-supervised-multimodal-learning are comparing it to the libraries listed below
Sorting:
- ☆160Updated last month
- A Survey on multimodal learning research.☆329Updated last year
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆402Updated 10 months ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆158Updated 2 years ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆77Updated 9 months ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆212Updated last year
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆227Updated last year
- A curated list of awesome self-supervised learning methods in videos☆149Updated 3 weeks ago
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆279Updated 6 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆169Updated last year
- The official implementation of CMAE https://arxiv.org/abs/2207.13532 and https://ieeexplore.ieee.org/document/10330745☆107Updated last year
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆364Updated 2 years ago
- A curated publication list on evidential deep learning.☆127Updated 3 months ago
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆283Updated last year
- CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021☆64Updated 3 years ago
- [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"☆241Updated last year
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆70Updated last year
- ☆62Updated 2 years ago
- The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-languag…☆230Updated 2 years ago
- [MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models☆289Updated 2 weeks ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆113Updated 3 years ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆192Updated 2 years ago
- PyTorch Reimplementation of LoRA (featuring with supporting nn.MultiheadAttention in OpenCLIP)☆65Updated last month
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆17Updated last year
- [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)☆338Updated 3 months ago
- (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"☆111Updated last year
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆96Updated 11 months ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 7 months ago
- Code for the paper 'Dynamic Multimodal Fusion'☆113Updated 2 years ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆271Updated last year