Masked Vision and Language Modeling for Multi-modal Representation
Learning

Masked Vision and Language Modeling for Multi-modal Representation Learning

3 August 2022

Avinash Ravichandran

Papers citing "Masked Vision and Language Modeling for Multi-modal Representation Learning"

10 / 60 papers shown

Title
Scaling Language-Image Pre-training via Masking Yanghao Li Haoqi Fan Ronghang Hu Christoph Feichtenhofer Kaiming He CLIP VLM 27 318 0 01 Dec 2022
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 31 15 0 21 Nov 2022
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning Zijia Zhao Longteng Guo Xingjian He Shuai Shao Zehuan Yuan Jing Liu 21 8 0 09 Oct 2022
Contrastive Audio-Visual Masked Autoencoder Yuan Gong Andrew Rouditchenko Alexander H. Liu David Harwath Leonid Karlinsky Hilde Kuehne James R. Glass 32 120 0 02 Oct 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Joey Tianyi Zhou Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 196 405 0 13 Jul 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,700 0 11 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 256 525 0 04 Feb 2021