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Computer Vision

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Microsoft at CVPR 2024: Innovations in computer vision and AI research

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Published Date

Microsoft Research Blog

Research Focus: Week of December 5, 2022

December 8, 2022

This special edition of Research Focus highlights some of the 100+ papers from Microsoft Research that were accepted for publication at NeurIPS 2022 – the thirty-sixth annual Conference on Neural Information Processing Systems. In this issue,…

Publication

Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation

Subhadeep Dey, Abhilash Pal, Cyrine Chaabani, Oscar Koller

Proceedings of the Seventh Conference on Machine Translation | December 2022

Publication

M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design

Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang

36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022

Publication

On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach

Shahrzad Gholami, Caleb Robinson, Anthony Ortiz, Siyu Yang, Jacopo Margutti, Cameron Birge, Rahul Dodhia, Juan M. Lavista Ferres

International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022) | December 2022

Project Project

Publication

Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding

Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong

Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022

Publication

Fine-Grained Image Style Transfer with Visual Transformers

Jianbo Wang, Huan Yang, Jianlong Fu, Toshihiko Yamasaki, Baining Guo

ACCV 2022 | December 2022

Project

Publication

Could Giant Pre-trained Image Models Extract Universal Representations?

Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao

Advances in Neural Information Processing Systems (NeurIPS) | December 2022

Publication

Vector Quantized Diffusion Model for Text-to-Image Synthesis

Shuyang Gu

arXiv: Computer Vision and Pattern Recognition | December 2022

Publication

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis

Thirty-sixth Conference on Neural Information Processing Systems | November 2022

Publication

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone

Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang

NeurIPS 2022 | November 2022

Project

Computer Vision

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