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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

Publication

Unifying multimodal transformer for bi-directional image and text generation

Yupan Huang, Hongwei Xue, Bei Liu, Yutong Lu

ACM Multimedia 2021 | October 2021

Project

Publication

A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation

Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu

ACM Multimedia 2021 | October 2021

Project

Tool

Stochastic Mixture-of-Experts

This PyTorch package implements Taming Sparsely Activated Transformer with Stochastic Experts.

GitHub

Event

Microsoft at ICCV 2021

October 11, 2021 – October 17, 2021 | Virtual

Microsoft is proud to be a spotlight sponsor of the International Conference on Computer Vision (ICCV 2021).

Publication

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Ed Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf

ICCV 2021 | October 2021

Github Project Project

Publication

Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment

Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo

ICCV 2021 | October 2021

Project

Publication

Domain-Aware Universal Style Transfer

Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun

ICCV 2021 | October 2021

Project

Tool

MeshGraphormer

Research code for ICCV 2021 paper “Mesh Graphormer”

GitHub

Project

Vasudha is a collection of projects that offer AI and IoT-enabled technology solutions to drive sustainability goals. This includes developing Vision AI algorithms for solar panel quality assurance or optimization and multi-agent simulations for renewable…

Video

FastNeRF: High-Fidelity Neural Rendering at 200FPS [Extended]

October 4, 2021 | Stephan Garbin, Marek Kowalski

Watch the condensed version > Recent work on Neural Radiance Fields (NeRF) showed how neural networks can be used to encode complex 3D environments that can be rendered photorealistically from novel viewpoints. Rendering these images…

10:05

Computer Vision

Highlights