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Scalable and Accurate Self-supervised Multimodal Representation Learning
  without Aligned Video and Text Data

Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data

4 April 2023
Vladislav Lialin
Stephen Rawls
David M. Chan
Shalini Ghosh
Anna Rumshisky
Wael Hamza
    VLM
    AI4TS
ArXivPDFHTML

Papers citing "Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data"

9 / 9 papers shown
Title
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition
Yash Jain
David M. Chan
Pranav Dheram
Aparna Khare
Olabanji Shonibare
Venkatesh Ravichandran
Shalini Ghosh
32
2
0
28 Mar 2024
Distribution Aware Metrics for Conditional Natural Language Generation
Distribution Aware Metrics for Conditional Natural Language Generation
David M. Chan
Yiming Ni
David A. Ross
Sudheendra Vijayanarasimhan
Austin Myers
John F. Canny
35
4
0
15 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
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
390
4,110
0
28 Jan 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize
  Long-Tail Visual Concepts
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
Soravit Changpinyo
P. Sharma
Nan Ding
Radu Soricut
VLM
273
1,077
0
17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
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
293
3,683
0
11 Feb 2021
Is Space-Time Attention All You Need for Video Understanding?
Is Space-Time Attention All You Need for Video Understanding?
Gedas Bertasius
Heng Wang
Lorenzo Torresani
ViT
278
1,978
0
09 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation
Unifying Vision-and-Language Tasks via Text Generation
Jaemin Cho
Jie Lei
Hao Tan
Mohit Bansal
MLLM
249
525
0
04 Feb 2021
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
226
4,424
0
23 Jan 2020
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
MDE
BDL
PINN
201
14,304
0
07 Oct 2016
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