Justin Johnson

Orcid: 0000-0002-1251-088X

Affiliations:
  • University of Michigan, USA
  • Facebook AI Research
  • Stanford University, CA, USA


According to our database1, Justin Johnson authored at least 52 papers between 2015 and 2024.

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Bibliography

2024
Benchmarking Object Detectors with COCO: A New Path Forward.
CoRR, 2024

FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation.
CoRR, 2024

2023
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program.
Trans. Mach. Learn. Res., 2023

NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis.
CoRR, 2023

Self-supervised Correspondence Estimation via Multiview Registration.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Scalable 3D Captioning with Pretrained Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Text-To-4D Dynamic Scene Generation.
Proceedings of the International Conference on Machine Learning, 2023

Hyperbolic Image-text Representations.
Proceedings of the International Conference on Machine Learning, 2023

Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multiview Compressive Coding for 3D Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RGB No More: Minimally-Decoded JPEG Vision Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

HexPlane: A Fast Representation for Dynamic Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Visual Representations via Language-Guided Sampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Directed Ray Distance Functions for 3D Scene Reconstruction.
Proceedings of the Computer Vision - ECCV 2022, 2022

StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning 3D Object Shape and Layout without 3D Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FWD: Real-time Novel View Synthesis with Forward Warping and Depth.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Scaling up Instance Segmentation using Approximately Localized Phrases.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs.
Proceedings of the International Conference on 3D Vision, 2022

2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction.
CoRR, 2021

Recognizing Scenes from Novel Viewpoints.
CoRR, 2021

Inverting and Understanding Object Detectors.
CoRR, 2021

Rethinking "Batch" in BatchNorm.
CoRR, 2021

RedCaps: Web-curated image-text data created by the people, for the people.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

PixelSynth: Generating a 3D-Consistent Experience from a Single Image.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Bootstrap Your Own Correspondences.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CASTing Your Model: Learning To Localize Improves Self-Supervised Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

VirTex: Learning Visual Representations From Textual Annotations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Temporal Reasoning via Audio Question Answering.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Accelerating 3D Deep Learning with PyTorch3D.
CoRR, 2020

SynSin: End-to-End View Synthesis From a Single Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
PHYRE: A New Benchmark for Physical Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On Network Design Spaces for Visual Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Mesh R-CNN.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Compositional visual intelligence.
PhD thesis, 2018

DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer.
CoRR, 2018

HiDDeN: Hiding Data With Deep Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Image Generation From Scene Graphs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations.
Int. J. Comput. Vis., 2017

Inferring and Executing Programs for Visual Reasoning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Characterizing and Improving Stability in Neural Style Transfer.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Hierarchical Approach for Generating Descriptive Image Paragraphs.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution.
Proceedings of the Computer Vision - ECCV 2016, 2016

DenseCap: Fully Convolutional Localization Networks for Dense Captioning.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Visualizing and Understanding Recurrent Networks.
CoRR, 2015

Love Thy Neighbors: Image Annotation by Exploiting Image Metadata.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Image retrieval using scene graphs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015


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