Multimodal Data Curation via Object Detection and Filter Ensembles

5 January 2024

Papers citing "Multimodal Data Curation via Object Detection and Filter Ensembles"

6 / 6 papers shown

Title
R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training Albert Ge Tzu-Heng Huang John Cooper Avi Trost Ziyi Chu Satya Sai Srinath Namburi GNVV Ziyang Cai Kendall Park Nicholas Roberts Frederic Sala 47 0 0 01 May 2025
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning Yiping Wang Yifang Chen Wendan Yan Alex Fang Wenjing Zhou Kevin G. Jamieson S. Du 21 7 0 29 May 2024
Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision Jieyu Zhang Linxin Song Alexander Ratner 36 8 0 06 Oct 2022
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 206 698 0 28 Apr 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 253 4,735 0 24 Feb 2021
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 266 35,677 0 08 Jun 2015