Adam Kortylewski

Adam Kortylewski

Johns Hopkins University

H-index: 25

North America-United States

About Adam Kortylewski

Adam Kortylewski, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of Computer Vision, Machine Learning, Robust AI, Generative AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning a Category-level Object Pose Estimator without Pose Annotations

DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data

Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data

ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering

Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis

Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search

A Bayesian Approach to OOD Robustness in Image Classification

Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation

Adam Kortylewski Information

University

Position

Postdoctoral Researcher

Citations(all)

2283

Citations(since 2020)

2241

Cited By

364

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

35

i10Index(since 2020)

35

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Adam Kortylewski Skills & Research Interests

Computer Vision

Machine Learning

Robust AI

Generative AI

Top articles of Adam Kortylewski

Title

Journal

Author(s)

Publication Date

Learning a Category-level Object Pose Estimator without Pose Annotations

arXiv preprint arXiv:2404.05626

Fengrui Tian

Yaoyao Liu

Adam Kortylewski

Yueqi Duan

Shaoyi Du

...

2024/4/8

DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data

Qihao Liu

Yi Zhang

Song Bai

Adam Kortylewski

Alan L Yuille

2024

Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data

Jiahao Yang

Wufei Ma

Angtian Wang

Xiaoding Yuan

Alan Yuille

...

2024

ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering

41st IEEE/CVF Conference on Computer Vision and Pattern Recognition

Haokai Pang

Heming Zhu

Adam Kortylewski

Christian Theobalt

Marc Habermann

2024/2

Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis

Angtian Wang

Wufei Ma

Alan Yuille

Adam Kortylewski

2024

Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search

Qihao Liu

Adam Kortylewski

Yutong Bai

Song Bai

Alan Yuille

2023/10/13

A Bayesian Approach to OOD Robustness in Image Classification

arXiv preprint arXiv:2403.07277

Prakhar Kaushik

Adam Kortylewski

Alan Yuille

2024/3/12

Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation

arXiv preprint arXiv:2401.10848

Prakhar Kaushik

Aayush Mishra

Adam Kortylewski

Alan Yuille

2024/1/19

Adding 3D Geometry Control to Diffusion Models

arXiv preprint arXiv:2306.08103

Wufei Ma

Qihao Liu

Jiahao Wang

Angtian Wang

Yaoyao Liu

...

2023/6/13

Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos

Leonhard Sommer

Artur Jesslen

Eddy Ilg

Adam Kortylewski

2024/2

3D-Aware Visual Question Answering about Parts, Poses and Occlusions

Thirty-seventh Conference on Neural Information Processing Systems

Xingrui Wang

Wufei Ma

Zhuowan Li

Adam Kortylewski

Alan Yuille

2023/10/27

PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation

Qihao Liu

Adam Kortylewski

Alan L Yuille

2023

Relightable Neural Actor with Intrinsic Decomposition and Pose Control

arXiv preprint arXiv:2312.11587

Diogo Luvizon

Vladislav Golyanik

Adam Kortylewski

Marc Habermann

Christian Theobalt

2023/1

Robust 3D-aware Object Classification via Discriminative Render-and-Compare

arXiv preprint arXiv:2305.14668

Artur Jesslen

Guofeng Zhang

Angtian Wang

Alan Yuille

Adam Kortylewski

2023/5/24

3D Object Representation Learning for Robust Classification and Pose estimation

Artur Jesslen

Guofeng Zhang

Angtian Wang

Alan Yuille

Adam Kortylewski

2023/10/13

General Neural Gauge Fields

Fangneng Zhan

Lingjie Liu

Adam Kortylewski

Christian Theobalt

2023/5

Coke: Contrastive learning for robust keypoint detection

Yutong Bai

Angtian Wang

Adam Kortylewski

Alan Yuille

2023

OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images

arXiv preprint arXiv:2304.10266

Bingchen Zhao

Jiahao Wang

Wufei Ma

Artur Jesslen

Siwei Yang

...

2023/4/17

AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia)

Mohit Mendiratta

Pan Xingang

Mohamed Elgharib

Kartik Teotia

Ayush Tewari

...

2023/9/1

CORL: compositional representation learning for few-shot classification

Ju He

Adam Kortylewski

Alan Yuille

2023

See List of Professors in Adam Kortylewski University(Johns Hopkins University)

Co-Authors

H-index: 138
Alan Yuille

Alan Yuille

Johns Hopkins University

H-index: 58
Thomas Vetter

Thomas Vetter

Universität Basel

H-index: 44
Wei Shen (沈为)

Wei Shen (沈为)

Shanghai Jiao Tong University

H-index: 43
Volker Blanz

Volker Blanz

Universität Siegen

H-index: 38
Volker Roth

Volker Roth

Universität Basel

H-index: 25
Fangneng Zhan

Fangneng Zhan

Nanyang Technological University

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