Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model
Performance and Annotation Cost

Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost

12 March 2024

Papers citing "Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost"

10 / 10 papers shown

Title
Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies Laura Gustafson Megan Richards Melissa Hall C. Hazirbas Diane Bouchacourt Mark Ibrahim 46 7 0 11 Apr 2023
Tag2Text: Guiding Vision-Language Model via Image Tagging Xinyu Huang Youcai Zhang Jinyu Ma Weiwei Tian Rui Feng Yuejie Zhang Yaqian Li Yandong Guo Lei Zhang CLIP MLLM VLM 3DV 59 73 0 10 Mar 2023
When does Bias Transfer in Transfer Learning? Hadi Salman Saachi Jain Andrew Ilyas Logan Engstrom Eric Wong A. Madry 33 34 0 06 Jul 2022
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 385 4,010 0 28 Jan 2022
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning Xudong Wang Long Lian Stella X. Yu 173 32 0 06 Oct 2021
What Vision-Language Models `See' when they See Scenes Michele Cafagna Kees van Deemter Albert Gatt VLM 21 13 0 15 Sep 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 154 676 0 22 Apr 2021
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 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
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015