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Enhancing Conceptual Understanding in Multimodal Contrastive Learning
  through Hard Negative Samples

Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples

5 March 2024
Philipp J. Rösch
Norbert Oswald
Michaela Geierhos
Jindrich Libovický
ArXivPDFHTML

Papers citing "Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples"

2 / 2 papers shown
Title
Analysis of Using Sigmoid Loss for Contrastive Learning
Analysis of Using Sigmoid Loss for Contrastive Learning
Chungpa Lee
Joonhwan Chang
Jy-yong Sohn
35
2
0
20 Feb 2024
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
3,689
0
11 Feb 2021
1