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

• Weixin-Liang / Modality-Gap
  Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
  ☆158Updated 2 years ago
• Yutong-Zhou-cv / Awesome-Multimodality
  A Survey on multimodal learning research.
  ☆329Updated 2 years ago
• jianghaojun / Awesome-Parameter-Efficient-Transfer-Learning
  A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
  ☆404Updated 11 months ago
• ShoufaChen / AdaptFormer
  [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"
  ☆366Updated 2 years ago
• salesforce / hierarchicalContrastiveLearning
  ☆161Updated 2 months ago
• pliang279 / PID
  [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
  ☆78Updated 9 months ago
• pliang279 / MultiViz
  [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models
  ☆97Updated last year
• CHENGY12 / PLOT
  [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
  ☆169Updated last year
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆214Updated last year
• tsb0601 / EMP-SSL
  This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."
  ☆229Updated 2 years ago
• GeWu-Lab / OGM-GE_CVPR2022
  The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)
  ☆279Updated 7 months ago
• Malitha123 / awesome-video-self-supervised-learning
  A curated list of awesome self-supervised learning methods in videos
  ☆150Updated 2 weeks ago
• Lupin1998 / Awesome-MIM
  [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
  ☆343Updated 4 months ago
• pliang279 / FactorCL
  [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
  ☆70Updated last year
• lucidrains / bidirectional-cross-attention
  A simple cross attention that updates both the source and target in one step
  ☆176Updated 3 weeks ago
• junchen14 / Multi-Modal-Transformer
  The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-languag…
  ☆230Updated 3 years ago
• ziqipang / LM4VisualEncoding
  [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"
  ☆242Updated last year
• miguelsvasco / gmc
  Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
  ☆28Updated 7 months ago
• LijieFan / LaCLIP
  [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"
  ☆284Updated last year
• amazon-science / crossmodal-contrastive-learning
  CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021
  ☆64Updated 3 years ago
• JieShibo / PETL-ViT
  [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass
  ☆192Updated 2 years ago
• ucasligang / awesome-MIM
  Reading list for research topics in Masked Image Modeling
  ☆336Updated 8 months ago
• all-things-vits / code-samples
  Holds code for our CVPR'23 tutorial: All Things ViTs: Understanding and Interpreting Attention in Vision.
  ☆195Updated 2 years ago
• hjbahng / visual_prompting
  Exploring Visual Prompts for Adapting Large-Scale Models
  ☆282Updated 3 years ago
• young-geng / m3ae_public
  Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation
  ☆103Updated 6 months ago
• ZhichengHuang / CMAE
  The official implementation of CMAE https://arxiv.org/abs/2207.13532 and https://ieeexplore.ieee.org/document/10330745
  ☆108Updated last year
• yuxiaochen1103 / FDT
  ☆62Updated 2 years ago
• wangxiao5791509 / MultiModal_BigModels_Survey
  [MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models
  ☆289Updated last month
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆56Updated last year
• GeWu-Lab / Certifiable-Robust-Multi-modal-Training
  A python implement for Certifiable Robust Multi-modal Training
  ☆18Updated 2 months ago