Justin Johnson - AI Profile

Home Research-feed Channel Rankings GCT THU AI TR Open Data Must Reading Manual

views: 47

Information

Associate Professor

University of Michigan

Sign in to view more

Experience

Education

Bio

Research interests:
Computer vision, machine learning, vision and language, image generation, 3D reasoning
I'm broadly interested in computer vision and machine learning. My research involves visual reasoning, vision and language, image generation, and 3D reasoning using deep neural networks.

Research Interests

Papers21 papers

Sort

By YearBy Citation

Add Paper

VirTex: Learning Visual Representations from Textual Annotations

Desai Karan,Johnson Justin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), (2021)

Bibtex

Accelerating 3D Deep Learning with PyTorch3D

Nikhila Ravi, Jeremy Reizenstein,David Novotny, Taylor Gordon, Wan-Yen Lo,Justin Johnson,Georgia Gkioxari

Cited by43Bibtex

Temporal Reasoning via Audio Question Answering

Fayek Haytham M.,Johnson Justin

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, (2020): 2283.0-2294.0

Bibtex

On Network Design Spaces for Visual Recognition

Ilija Radosavovic,Justin Johnson,Saining Xie, Wan-Yen Lo,Piotr Dollár

International Conference on Computer Vision, (2019): 1882-1890

Cited by6EIBibtex

SynSin: End-to-end View Synthesis from a Single Image

Wiles Olivia,Gkioxari Georgia,Szeliski Richard,Johnson Justin

CVPR, pp.7465-7475, (2019)

Cited by48EIBibtex

PHYRE: A New Benchmark for Physical Reasoning

Anton Bakhtin,Laurens van der Maaten,Justin Johnson, Laura Gustafson,Ross Girshick

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 5083-5094

Cited by27EIBibtex

DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer

Joseph Suarez,Justin Johnson,Fei-Fei Li

arXiv: Computer Vision and Pattern Recognition, (2018)

Cited by13EIBibtex

HiDDeN: Hiding Data With Deep Networks

Jiren Zhu, Russell Kaplan,Justin Johnson,Li Fei-Fei

ECCV, (2018)

Cited by129EIBibtex

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

Agrim Gupta,Justin Johnson,Li Fei-Fei,Silvio Savarese,Alexandre Alahi

CVPR, (2018): 2255-2264

Cited by570EIBibtex

Image Generation from Scene Graphs

Justin Johnson,Agrim Gupta,Li Fei-Fei

CVPR, (2018): 1219-1228

Cited by316EIBibtex

Compositional Visual Intelligence

(2018)

Bibtex

Characterizing and Improving Stability in Neural Style Transfer

Agrim Gupta,Justin Johnson,Alexandre Alahi,Li Fei-Fei

ICCV, (2017)

Cited by76EIBibtex

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Jonathan Krause,Justin Johnson,Ranjay Krishna,Li Fei-Fei

CVPR, (2017)

Cited by133EIBibtex

Inferring and Executing Programs for Visual Reasoning

Justin Johnson,Bharath Hariharan,Laurens van der Maaten,Judy Hoffman,Fei-Fei Li,C. Lawrence Zitnick,Ross B. Girshick

ICCV, (2017): 3008-3017

Cited by340EIBibtex

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Justin Johnson,Bharath Hariharan,Laurens van der Maaten,Li Fei-Fei,C. Lawrence Zitnick,Ross B. Girshick

CVPR, (2017)

Cited by858EIBibtex

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Ranjay Krishna,Yuke Zhu,Oliver Groth,Justin Johnson,Kenji Hata, Joshua Kravitz,Stephanie Chen,Yannis Kalantidis,Li-Jia Li,David A. Shamma,Michael S. Bernstein,Fei-Fei Li

International Journal of Computer Vision, no. 1 (2017)

Cited by1822EIBibtex

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Justin Johnson,Alexandre Alahi,Fei-Fei Li

ECCV, (2016)

Cited by4717EIBibtex

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

Justin Johnson,Andrej Karpathy,Fei-Fei Li

computer vision and pattern recognition, (2016)

Cited by891EIBibtex

Love Thy Neighbors: Image Annotation by Exploiting Image Metadata

Justin Johnson,Lamberto Ballan,Fei-Fei Li

ICCV, (2015)

Cited by115EIBibtex

Visualizing and Understanding Recurrent Networks

Andrej Karpathy,Justin P Johnson,Feifei Li

CoRR, (2015)

Cited by925EIBibtex

View All

Ego Network

D-Core

Author Statistics