Alexander G. Schwing

University of Illinois Urbana-Champaign — United States

Computer Science · Physical Sciences

49h-index9.4kcitations256works4.62yr avg
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Research Topics

Multimodal Machine Learning Applications(69), Advanced Image and Video Retrieval Techniques(62), Domain Adaptation and Few-Shot Learning(52), Advanced Neural Network Applications(41), Advanced Vision and Imaging(39)

Publications256 total

NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
arXiv (Cornell University)·2025Open Access
3D-Fixup: Advancing Photo Editing with 3D Priors
2025· 1 citedOpen Access
Relocate: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
2025· 1 cited
MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis
2025· 3 cited
MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds
2025· 5 cited
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation
arXiv (Cornell University)·2025Open Access
Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective
arXiv (Cornell University)·2025Open Access
LIFe-GoM: Generalizable Human Rendering with Learned Iterative Feedback Over Multi-Resolution Gaussians-on-Mesh
arXiv (Cornell University)·2025Open Access
Variational Rectified Flow Matching
arXiv (Cornell University)·2025Open Access
MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis
arXiv (Cornell University)·2024Open Access
MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds
arXiv (Cornell University)·2024Open Access
RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
arXiv (Cornell University)·2024Open Access
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
arXiv (Cornell University)·2024Open Access
On Inductive Biases That Enable Generalization of Diffusion Transformers
arXiv (Cornell University)·2024Open Access
Author response: Dynamic organization of visual cortical networks inferred from massive spiking datasets
2024Open Access
Dynamic organization of visual cortical networks inferred from massive spiking datasets
2024Open Access
Pixel-Aligned Multi-View Generation with Depth Guided Decoder
arXiv (Cornell University)·2024Open Access
Putting the Object Back into Video Object Segmentation
2024· 72 cited
GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh
2024· 33 cited
NeRFDeformer: NeRF Transformation from a Single View via 3D Scene Flows
2024· 3 cited
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Frequent Co-authors

Raquel Urtasun(16), Tamir Hazan(5), Marc Pollefeys(5), Svetlana Lazebnik(4), Raymond A. Yeh(3), Ho Kei Cheng(3), Jia‐Bin Huang(3), Zhongzheng Ren(3), Liwei Wang(3), Sanja Fidler(3), Medhini Narasimhan(3), Ishan Misra(3), Rohit Girdhar(3), Youjie Li(3), Teck Yian Lim(2), Mark Hasegawa‐Johnson(2), N. Minh(2), Yuan-Ting Hu(2), Zhiding Yu(2), Jan Kautz(2)