Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations

12 August 2021

Papers citing "Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations"

24 / 24 papers shown

Title
OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning Anirudhan Badrinath Alex Yang Kousik Rajesh Prabhat Agarwal Jaewon Yang Haoyu Chen Jiajing Xu Charles R. Rosenberg AI4TS 29 0 0 22 Apr 2025
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction Features Sujay Khandagale Bhawna Juneja Prabhat Agarwal Aditya Subramanian Jaewon Yang Yuting Wang 36 0 0 09 Apr 2025
Bringing Multimodality to Amazon Visual Search System Xinliang Zhu Michael Huang Han Ding Jinyu Yang Kelvin Chen ... Son Dinh Tran Benjamin Z. Yao Doug Gray Anuj Bindal Arnab Dhua 74 3 0 17 Dec 2024
Improving Pinterest Search Relevance Using Large Language Models Han Wang Mukuntha Narayanan Sundararaman Onur Gungor Yu Xu Krishna Kamath Rakesh Chalasani Kurchi Subhra Hazra Jinfeng Rao LRM 22 1 0 22 Oct 2024
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Oncel Tuzel VLM CLIP 35 6 0 14 May 2024
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search Prabhat Agarwal SK MinhazulIslam Nikil Pancha Kurchi Subhra Hazra Jiajing Xu Chuck Rosenberg 33 5 0 25 Apr 2024
Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Ryu Tadokoro Ryosuke Yamada Kodai Nakashima Ryo Nakamura Hirokatsu Kataoka 30 4 0 08 Jan 2024
From Categories to Classifier: Name-Only Continual Learning by Exploring the Web Ameya Prabhu Hasan Hammoud Ser-Nam Lim Guohao Li Philip H. S. Torr Adel Bibi CLL 127 9 0 19 Nov 2023
GaitFormer: Learning Gait Representations with Noisy Multi-Task Learning Adrian Cosma I. Radoi CVBM 35 13 0 30 Oct 2023
Efficient Large-Scale Visual Representation Learning And Evaluation Eden Dolev A. Awad Denisa Roberts Zahra Ebrahimzadeh Marcin Mejran Vaibhav Malpani Mahir Yavuz 35 0 0 22 May 2023
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets Teanna Barrett Quan Ze Chen Amy X. Zhang 37 13 0 15 May 2023
EEE, Remediating the failure of machine learning models via a network-based optimization patch Ruiyuan Kang D. Kyritsis P. Liatsis 31 0 0 22 Apr 2023
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads A. Awad Denisa Roberts Eden Dolev Andrea Heyman Zahra Ebrahimzadeh Zoe Weil Marcin Mejran Vaibhav Malpani Mahir Yavuz 30 6 0 02 Feb 2023
Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning Takaaki Fukai Kento Sato Takahiro Hirofuchi 32 2 0 04 Jan 2023
Evolution of a Web-Scale Near Duplicate Image Detection System Andrey Gusev Jiajing Xu 27 3 0 18 Sep 2022
e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce Wonyoung Shin Jonghun Park Taekang Woo Yongwoo Cho Kwangjin Oh Hwanjun Song VLM 27 16 0 01 Jul 2022
Understanding Robust Learning through the Lens of Representation Similarities Christian Cianfarani A. Bhagoji Vikash Sehwag Ben Y. Zhao Prateek Mittal Haitao Zheng OOD 21 16 0 20 Jun 2022
ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest Paul Baltescu Haoyu Chen Nikil Pancha Andrew Zhai J. Leskovec Charles R. Rosenberg DML 24 33 0 24 May 2022
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest Saket Gurukar Nikil Pancha Andrew Zhai Eric Kim Samson Hu Srinivas Parthasarathy Charles R. Rosenberg J. Leskovec 64 14 0 21 May 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 40 20 0 30 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang Qi Sun Yichun Zhou Zexin He Zhen-fei Yin Kunze Wang Lu Sheng Yu Qiao Jing Shao Ziwei Liu ObjD VLM 29 19 0 15 Mar 2022
PFGE: Parsimonious Fast Geometric Ensembling of DNNs Hao Guo Jiyong Jin B. Liu FedML 29 1 0 14 Feb 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models Mannat Singh Laura Gustafson Aaron B. Adcock Vinicius de Freitas Reis B. Gedik Raj Prateek Kosaraju D. Mahajan Ross B. Girshick Piotr Dollár L. V. D. van der Maaten VLM 37 123 0 20 Jan 2022
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016