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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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Published Date

Project

Physiological Sensing

Our neural physiological sensing algorithms combine accuracy with computational efficiency so that we can enable on device measurement, even using a cellphone.

Publication

HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training

Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu

Conf. on Empirical Methods in Natural Language Processing (EMNLP 2020) | November 2020

Project

Tool

ImagePairs Testing Data Set

Access

Tool

ImagePairs Training Data Set

Access

Publication

MultiPoint: Cross-spectral registration of thermal and optical aerial imagery

Florian Achermann, Andrey Kolobov, Debadeepta Dey, Timo Hinzmann, Jen Jen Chung, Roland Siegwart, Nicholas Lawrance

CoRL 2020 | November 2020

Project

Publication

Visual Sentiment Analysis With Social Relations-Guided Multiattention Networks

Jie Xu, Zhoujun Li, Feiran Huang, Chaozhuo Li, Philip S. Yu

IEEE Transactions on Cybernetics | November 2020

Publication

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain

NeurIPS 2020 | November 2020

Project Project

Publication

Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet

Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff

International Conference on Automatic Face and Gesture Recognition | November 2020

Publication

Spatula: Efficient cross-camera video analytics on large camera networks

Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Victor Bahl, Joseph Gonzalez

ACM/IEEE Symposium on Edge Computing (SEC 2020) | November 2020

SEC 2020 Best Paper Award

Project Project

Publication

Generalized Pose-and-Scale Estimation using 4-Point Congruence Constraints

Victor Fragoso, Sudipta Sinha

2020 International Conference on 3D Vision | October 2020

Computer vision

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