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

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

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Origin blog.csdn.net/qq_45752541/article/details/127780047

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

Cross-Modal Retrieval: Building a Text-to-Image Search System Based on OpenAI's Clip Pre-training Model

Paper notes: COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representati

Object Detection Pre-training Method Based on Contrastive Learning

（四十九）：UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning

Cross-modal retrieval paper reading: (PTP)Position-guided Text Prompt for Vision-Language Pre-training

论文阅读图片和文本联合训练：IMAGEBERT: CROSS-MODAL PRE-TRAINING WITH LARGE-SCALE WEAK-SUPERVISED IMAGE-TEXT DATA

Cross-modal learning

Cross-modal text reasoning and generation based on deep learning

Supervised Contrastive Learning

A Shared Private Framework for Text-Centric Multimodal Sentiment Analysis Based on Cross-Modal Prediction (2021)

Paper notes: Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training

Cross-modal retrieval paper reading: Multi-Grained Vision Language Pre-Training: Aligning Texts with VisualConcepts(X-VLM)

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

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

Paper Digest | Entity graph pre-training cross-domain recommendation framework based on prototype learning

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

VLP, multi-modal video text (2) pre-training tasks

CLIP vs Language-Image Pre-training Algorithms

Text + visual reasoning machine, new progress in cross-modality pre-training

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

Transfer Learning、Finetuning和Pre-training

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

Supervised pre-trainning supervised pre-training

CVPR'2023 | Cross-modal Adaptation: A new paradigm for fine-tuning based on CLIP

HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction

LLM-Large Model Training-Step (2)-Pre-training/Pre-Training(1): Full-Param Pre-Training (Full-Param Pre-Training) [Full parameter pre-training for LLaMA and other models] [Chinese unsupervised learning corpus 】

Effectiveness of self-supervised pre-training for speech recognition

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

[Transfer Learning] Pre-training and fine-tuning

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