Alexander Schwing

Alexander Schwing

University of Illinois at Urbana-Champaign

H-index: 65

North America-United States

About Alexander Schwing

Alexander Schwing, With an exceptional h-index of 65 and a recent h-index of 56 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of machine learning, computer vision.

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

A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories

GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh

OW-VISCap: Open-World Video Instance Segmentation and Captioning

Layer collaboration in the forward-forward algorithm

Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data

Image processing method and apparatus

Robust Model-Based Optimization for Challenging Fitness Landscapes

Sdfusion: Multimodal 3d shape completion, reconstruction, and generation

Alexander Schwing Information

University

Position

___

Citations(all)

14480

Citations(since 2020)

11826

Cited By

6477

hIndex(all)

65

hIndex(since 2020)

56

i10Index(all)

118

i10Index(since 2020)

111

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Alexander Schwing Skills & Research Interests

machine learning

computer vision

Top articles of Alexander Schwing

Title

Journal

Author(s)

Publication Date

A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories

Advances in Neural Information Processing Systems

Kai Yan

Alex Schwing

Yu-Xiong Wang

2024/2/13

GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Jing Wen

Xiaoming Zhao

Zhongzheng Ren

Alexander G Schwing

Shenlong Wang

2024

OW-VISCap: Open-World Video Instance Segmentation and Captioning

arXiv preprint arXiv:2404.03657

Anwesa Choudhuri

Girish Chowdhary

Alexander G Schwing

2024/4/4

Layer collaboration in the forward-forward algorithm

Proceedings of the AAAI Conference on Artificial Intelligence

Guy Lorberbom

Itai Gat

Yossi Adi

Alexander Schwing

Tamir Hazan

2024/3/24

Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data

arXiv preprint arXiv:2305.13650

Saba Ghaffari

Ehsan Saleh

Alexander G Schwing

Yu-Xiong Wang

Martin D Burke

...

2023/5/23

Image processing method and apparatus

2014/5/27

Robust Model-Based Optimization for Challenging Fitness Landscapes

Saba Ghaffari

Ehsan Saleh

Alex Schwing

Yu-Xiong Wang

Martin D Burke

...

2023/10/13

Sdfusion: Multimodal 3d shape completion, reconstruction, and generation

Yen-Chi Cheng

Hsin-Ying Lee

Sergey Tulyakov

Alex Schwing

and Liangyan Gui

2023

Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)

International Journal of Computer Vision

Christian Bauckhage

Wolfgang Förstner

Juergen Gall

Michael Möller

Alexander Schwing

2023/5

Polarization-based underwater geolocalization with deep learning

eLight

Xiaoyang Bai

Zuodong Liang

Zhongmin Zhu

Alexander Schwing

David Forsyth

...

2023/7/10

Virtual Pets: Animatable Animal Generation in 3D Scenes

arXiv preprint arXiv:2312.14154

Yen-Chi Cheng

Chieh Hubert Lin

Chaoyang Wang

Yash Kant

Sergey Tulyakov

...

2023/12/21

Is Generalized Dynamic Novel View Synthesis from Monocular Videos Possible Today?

arXiv preprint arXiv:2310.08587

Xiaoming Zhao

Alex Colburn

Fangchang Ma

Miguel Angel Bautista

Joshua M Susskind

...

2023/10/12

Semantic Autoencoder for Modeling BEOL and MOL Dielectric Lifetime Distributions

Weiman Yan

Ernest Wu

Alexander G Schwing

Elyse Rosenbaum

2023/3/26

Surface snapping optimization layer for single image object shape reconstruction

Yuan-Ting Hu

Alex Schwing

Raymond A Yeh

2023

Tracking Anything with Decoupled Video Segmentation

Ho Kei Cheng

Seoung Wug Oh

Brian Price

Alexander Schwing

Joon-Young Lee

2023

StableDreamer: Taming Noisy Score Distillation Sampling for Text-to-3D

arXiv preprint arXiv:2312.02189

Pengsheng Guo

Hans Hao

Adam Caccavale

Zhongzheng Ren

Edward Zhang

...

2023/12/2

Angle of polarization calibration for omnidirectional polarization cameras

Optics Express

Xiaoyang Bai

Zhongmin Zhu

Alexander Schwing

David Forsyth

Viktor Gruev

2023/2/13

Occupancy planes for single-view rgb-d human reconstruction

AAAI Conference on Artificial Intelligence (AAAI)

Xiaoming Zhao

Yuan-Ting Hu

Zhongzheng Ren

Alexander G Schwing

2023

Dynamic organization of visual cortical networks revealed by machine learning applied to massive spiking datasets

bioRxiv

Colin Graber

Yurii Vlasov

Alexander Schwing

2023/8/13

Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching

arXiv preprint arXiv:2311.01331

Kai Yan

Alexander G Schwing

Yu-Xiong Wang

2023/11/2

See List of Professors in Alexander Schwing University(University of Illinois at Urbana-Champaign)