Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP

25 June 2024

Papers citing "Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP"

6 / 6 papers shown

Title
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 90 6 0 11 Dec 2024
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning Qian Jiang Changyou Chen Han Zhao Liqun Chen Q. Ping S. D. Tran Yi Xu Belinda Zeng Trishul M. Chilimbi 35 36 0 10 Mar 2023
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training Janghyeon Lee Jongsuk Kim Hyounguk Shon Bumsoo Kim Seung Wook Kim Honglak Lee Junmo Kim CLIP VLM 44 51 0 27 Sep 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining Shashank Goel Hritik Bansal S. Bhatia Ryan A. Rossi Vishwa Vinay Aditya Grover CLIP VLM 160 131 0 28 May 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 845 0 17 Feb 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014