• Update 2023.03.25

Vision and Language Pre-training

• Align before Fuse: Vision and Language Representation Learning with Momentum Distillation : [paper] [code], NeurIPS 2021

Fashion VL

• FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks : [paper] [code], CVPR 2023
• Masked Vision-language Transformer in Fashion : [paper] [code], Machine Intelligence Research 2022
• FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning : [paper], EMNLP 2022
• FashionViL: Fashion-Focused Vision-and-Language Representation Learning : [paper] [code], ECCV 2022
• Kaleido-BERT: Vision-Language Pre-training on Fashion Domain : [paper] [code], CVPR 2021
• FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval : [paper] SIGIR'2020

Fashion CLIP

• Contrastive language and vision learning of general fashion concepts : [paper]