Vladlen Koltun

Computer Science · Physical Sciences

92h-index52.5kcitations306works1.52yr avg
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Research Topics

Advanced Vision and Imaging(50), Robotics and Sensor-Based Localization(49), Computational Geometry and Mesh Generation(42), 3D Shape Modeling and Analysis(41), Computer Graphics and Visualization Techniques(30)

Publications306 total

Simple Multi-dataset Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 82 cited
Global Tracking Transformers
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 170 cited
Dancing under the stars: video denoising in starlight
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 43 cited
Differentiable Simulation of Soft Multi-body Systems
arXiv (Cornell University)·2022· 10 citedOpen Access
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation
arXiv (Cornell University)·2022· 5 citedOpen Access
Enhancing Photorealism Enhancement
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 82 citedOpen Access
Dancing under the stars: video denoising in starlight
arXiv (Cornell University)·2022· 4 citedOpen Access
Global Tracking Transformers
arXiv (Cornell University)·2022Open Access
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer
Repository for Publications and Research Data (ETH Zurich)·2022· 1.1k citedOpen Access
MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 21 cited
Learning robust perceptive locomotion for quadrupedal robots in the wild
Science Robotics·2022· 677 citedOpen Access
Language-driven Semantic Segmentation
arXiv (Cornell University)·2022· 162 citedOpen Access
ASH: <i>A</i> Modern Framework for Parallel <i>S</i>patial <i>H</i>ashing in 3D Perception
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 15 cited
Drinking from a Firehose: Continual Learning with Web-scale Natural Language
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 14 cited
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
arXiv (Cornell University)·2021Open Access
Shape from Polarization for Complex Scenes in the Wild
arXiv (Cornell University)·2021· 2 citedOpen Access
Non-deep Networks
arXiv (Cornell University)·2021· 2 citedOpen Access
Non-deep Networks
arXiv (Cornell University)·2021· 1 citedOpen Access
Adaptive Surface Reconstruction with Multiscale Convolutional Kernels
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 19 cited
Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 34 cited
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Frequent Co-authors

Qian-Yi Zhou(8), Qifeng Chen(7), Jaesik Park(6), Alexey Dosovitskiy(5), René Ranftl(5), Philipp Krähenbühl(4), Jemin Hwangbo(3), Joonho Lee(3), Marco Hutter(3), Davide Scaramuzza(3), Zhuwen Li(3), Paul Merrell(3), Eric Schkufza(3), Shaojie Bai(2), J. Zico Kolter(2), Hengshuang Zhao(2), Jiaya Jia(2), Stephan R. Richter(2), Fisher Yu(2), Xu Jia(2)