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Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP
25 June 2024
Sedigheh Eslami
Gerard de Melo
VLM
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Papers citing
"Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP"
4 / 4 papers shown
Guiding Cross-Modal Representations with MLLM Priors via Preference Alignment
Pengfei Zhao
Rongbo Luan
Wei Zhang
Peng Wu
Sifeng He
356
2
0
08 Jun 2025
I0T: Embedding Standardization Method Towards Zero Modality Gap
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Na Min An
Eunki Kim
James Thorne
Hyunjung Shim
VLM
376
3
0
18 Dec 2024
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images
Andreas Koukounas
Georgios Mastrapas
Bo Wang
Mohammad Kalim Akram
Sedigheh Eslami
Michael Gunther
Isabelle Mohr
Saba Sturua
Scott Martens
Nan Wang
VLM
951
27
0
11 Dec 2024
Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning
Can Yaras
Siyi Chen
Peng Wang
Q. Qu
VLM
387
13
0
10 Dec 2024
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