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Computer vision

Teaching machines to interpret and reason about the visual world, from object recognition to medical imaging.

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

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Exploring how context, culture, and character matter in avatar research

FeatUp: A Model-Agnostic Framework for Features at Any Resolution

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发布日期

论文与出版物

CluSpa: Computation Reduction in CNN Inference by exploiting Clustering and Sparsity

Imlijungla Longchar, Amey Varhade, Chetan Ingle, Saurabh Baranwal, H. Kapoor

October 2022

论文与出版物

Backdoor Attacks on Crowd Counting

Yuhua Sun, Tailai Zhang, Pan Zhou, Yu Cheng, Zichuan Xu, Xing Di

ACM International Conference on Multimedia (MM 2020) | October 2022

论文与出版物

DiT: Self-supervised Pre-training for Document Image Transformer

Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei

ACM Multimedia 2022 | October 2022

项目

论文与出版物

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei

ACM Multimedia 2022 | October 2022

项目

论文与出版物

Learning to Simulate Realistic LiDARs

Benoit Guillard, Sai Vemprala, Jayesh K. Gupta, Ondrej Miksik, Vibhav Vineet, Pascal Fua, Ashish Kapoor

International Conference on Intelligent Robots and Systems | October 2022

论文与出版物

COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems

Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor

International Conference on Intelligent Robots and Systems | October 2022

Github

论文与出版物

Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance

Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato

European Conference on Computer Vision (ECCV) | October 2022

论文与出版物

Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation

Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim

European Conference on Computer Vision (ECCV) | October 2022

论文与出版物

Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-image Translation

Valentina Salvatelli, Luiz F. G. dos Santos, Souvik Bose, Brad Neuberg, Mark C. M. Cheung, Miho Janvier, Meng Jin, Yarin Gal, Atilim Güneş Baydin

ApJ | October 2022

论文与出版物

Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing

Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Stephanie Hyland, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay

The European Conference on Computer Vision (ECCV) | October 2022

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