Adam Kortylewski

University of Freiburg — Germany

Computer Science · Physical Sciences

23h-index2.1kcitations139works2.22yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(40), Human Pose and Action Recognition(37), Advanced Neural Network Applications(36), 3D Shape Modeling and Analysis(29), Advanced Vision and Imaging(22)

Publications139 total

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts
arXiv (Cornell University)·2025Open Access
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models
2025
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space
2025
Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels
arXiv (Cornell University)·2025Open Access
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space
arXiv (Cornell University)·2025Open Access
TEDRA: Text-Based Editing of Dynamic and Photoreal Actors
2025
Interpretable 3D Neural Object Volumes for Robust Conceptual Reasoning
arXiv (Cornell University)·2025Open Access
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing
2025
Relightable Neural Actor with Intrinsic Decomposition and Pose Control
Lecture notes in computer science·2024· 1 cited
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing
arXiv (Cornell University)·2024Open Access
DatasetNeRF: Efficient 3D-Aware Data Factory with Generative Radiance Fields
Lecture notes in computer science·2024
NOVUM: Neural Object Volumes for Robust Object Classification
Lecture notes in computer science·2024· 1 cited
OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 7 cited
TEDRA: Text-based Editing of Dynamic and Photoreal Actors
arXiv (Cornell University)·2024Open Access
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning
arXiv (Cornell University)·2024Open Access
Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos
arXiv (Cornell University)·2024Open Access
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data
2024· 4 cited
Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos
2024
A Bayesian Approach to OOD Robustness in Image Classification
2024· 3 cited
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
2024· 50 cited
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Frequent Co-authors

Alan Yuille(31), Thomas Vetter(11), Bernhard Egger(9), Angtian Wang(9), Andreas Morel-Forster(8), Christian Theobalt(8), Ju He(6), M Sahlén(6), Yihong Sun(6), Thomas M. Gerig(5), Xiaoding Yuan(5), Wufei Ma(5), Qing Liu(4), Clemens Blumer(4), Weichao Qiu(4), Yutong Bai(3), Cihang Xie(3), Marc Habermann(3), Vladislav Golyanik(3), Zhishuai Zhang(3)