Introduction to multimodal pre-training + self-supervised learning + downstream tasks - Code World

Introduction to multimodal pre-training + self-supervised learning + downstream tasks

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Introduction to multimodal pre-training + self-supervised learning + downstream tasks

An introduction to self-supervised learning

Introduction to Self-Supervised Learning

Effectiveness of self-supervised pre-training for speech recognition

（四十六）：VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text

Self-Supervised Learning (SSL) Self-Supervised Learning

What is self-supervised learning?

Paper notes: M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training

CVPR 2022 | CNN Self-Supervised Pre-training New SOTA! Shanghai Jiao et al. jointly proposed HCSC: a new framework for image representation self-learning with hierarchical structure...

[Paper reading] PointContrast self-supervised pre-training model semantic segmentation 2020

Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentatio

SplitMask: Are large-scale datasets necessary for self-supervised pre-training?

Overview of pre-training models and financial text sentiment classification tasks in deep learning (graphic explanation)

Multimodal pre-training large model~

Self-supervised learning and computer vision

NTU 课程笔记：self-supervised learning

SelFlow: Self-Supervised Learning of Optical Flow

Self-supervised Graph Learning for Recommendation(SGL)

A Survey of Self-Supervised Learning for Time Series

[Paper Interpretation] Multimodal graph learning for generation tasks

Matlab-based on Deep Learning Toolboxs call pre-training model to achieve simple deep learning CV tasks

【论文笔记】Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupan

Self-supervised contrastive learning + MoCo trilogy + self-supervised model evaluation method in deep learning

[Cross-Modal] [Contrastive Learning] CLIP: Pre-training for Text-Supervised CV (2021)

What are upstream tasks and downstream tasks?

Supervised learning, semi-supervised learning, unsupervised learning, self-supervised learning, reinforcement learning, and contrastive learning

[Pytorch] Characteristics and applications of supervised learning, unsupervised learning, semi-supervised learning and self-supervised learning

[Machine Learning] The difference between supervised, unsupervised, self-supervised, semi-supervised, and weakly supervised

Machine learning 13 - self-supervised unsupervised learning

Self-supervised learning - contrastive learning SimCLR framework (principle + code)

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