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Hanspeter Pfister

Harvard University

Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Dec 02, 2020
Won-Dong Jang, Donglai Wei, Xingxuan Zhang, Brian Leahy, Helen Yang, James Tompkin, Dalit Ben-Yosef, Daniel Needleman, Hanspeter Pfister

* 9 pages including references, 9 figures, 5 tables, in preparation for journal submission 

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Monocular Reconstruction of Neural Face Reflectance Fields

Aug 24, 2020
Mallikarjun B R., Ayush Tewari, Tae-Hyun Oh, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Mohamed Elgharib, Christian Theobalt

* Project page - http://gvv.mpi-inf.mpg.de/projects/FaceReflectanceFields/ 

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On the Capability of Neural Networks to Generalize to Unseen Category-Pose Combinations

Jul 15, 2020
Spandan Madan, Timothy Henry, Jamell Dozier, Helen Ho, Nishchal Bhandari, Tomotake Sasaki, Frédo Durand, Hanspeter Pfister, Xavier Boix


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A New Age of Computing and the Brain

Apr 27, 2020
Polina Golland, Jack Gallant, Greg Hager, Hanspeter Pfister, Christos Papadimitriou, Stefan Schaal, Joshua T. Vogelstein

* A Computing Community Consortium (CCC) workshop report, 24 pages 

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A Topological Nomenclature for 3D Shape Analysis in Connectomics

Sep 27, 2019
Abhimanyu Talwar, Zudi Lin, Donglai Wei, Yuesong Wu, Bowen Zheng, Jinglin Zhao, Won-Dong Jang, Xueying Wang, Jeff W. Lichtman, Hanspeter Pfister

* Technical report 

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White-Box Adversarial Defense via Self-Supervised Data Estimation

Sep 13, 2019
Zudi Lin, Hanspeter Pfister, Ziming Zhang


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FDive: Learning Relevance Models using Pattern-based Similarity Measures

Jul 30, 2019
Frederik L. Dennig, Tom Polk, Zudi Lin, Tobias Schreck, Hanspeter Pfister, Michael Behrisch

* 12 pages, 7 figures, 2 tables, LaTeX; corrected typo 

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Visual Interaction with Deep Learning Models through Collaborative Semantic Inference

Jul 24, 2019
Sebastian Gehrmann, Hendrik Strobelt, Robert Krüger, Hanspeter Pfister, Alexander M. Rush

* IEEE VIS 2019 (VAST) 

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Fast Mitochondria Segmentation for Connectomics

Dec 14, 2018
Vincent Casser, Kai Kang, Hanspeter Pfister, Daniel Haehn


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Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets

Oct 25, 2018
Toufiq Parag, Daniel Berger, Lee Kamentsky, Benedikt Staffler, Donglai Wei, Moritz Helmstaedter, Jeff W. Lichtman, Hanspeter Pfister


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Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models

Oct 16, 2018
Hendrik Strobelt, Sebastian Gehrmann, Michael Behrisch, Adam Perer, Hanspeter Pfister, Alexander M. Rush

* VAST - IEEE VIS 2018 

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Parallel Separable 3D Convolution for Video and Volumetric Data Understanding

Sep 11, 2018
Felix Gonda, Donglai Wei, Toufiq Parag, Hanspeter Pfister


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Anisotropic EM Segmentation by 3D Affinity Learning and Agglomeration

Aug 03, 2018
Toufiq Parag, Fabian Tschopp, William Grisaitis, Srinivas C Turaga, Xuewen Zhang, Brian Matejek, Lee Kamentsky, Jeff W. Lichtman, Hanspeter Pfister


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Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics

Jul 27, 2018
Spandan Madan, Zoya Bylinskii, Matthew Tancik, Adrià Recasens, Kimberli Zhong, Sami Alsheikh, Hanspeter Pfister, Aude Oliva, Fredo Durand


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LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

Oct 30, 2017
Hendrik Strobelt, Sebastian Gehrmann, Hanspeter Pfister, Alexander M. Rush

* InfoVis 2017 

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Understanding Infographics through Textual and Visual Tag Prediction

Sep 26, 2017
Zoya Bylinskii, Sami Alsheikh, Spandan Madan, Adria Recasens, Kimberli Zhong, Hanspeter Pfister, Fredo Durand, Aude Oliva


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BubbleView: an interface for crowdsourcing image importance maps and tracking visual attention

Aug 09, 2017
Nam Wook Kim, Zoya Bylinskii, Michelle A. Borkin, Krzysztof Z. Gajos, Aude Oliva, Fredo Durand, Hanspeter Pfister

* TOCHI 2017 

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Learning Visual Importance for Graphic Designs and Data Visualizations

Aug 08, 2017
Zoya Bylinskii, Nam Wook Kim, Peter O'Donovan, Sami Alsheikh, Spandan Madan, Hanspeter Pfister, Fredo Durand, Bryan Russell, Aaron Hertzmann

* UIST 2017 

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Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking

Jun 12, 2017
James Tompkin, Kwang In Kim, Hanspeter Pfister, Christian Theobalt


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Morphological Error Detection in 3D Segmentations

May 30, 2017
David Rolnick, Yaron Meirovitch, Toufiq Parag, Hanspeter Pfister, Viren Jain, Jeff W. Lichtman, Edward S. Boyden, Nir Shavit

* 13 pages, 6 figures 

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Guided Proofreading of Automatic Segmentations for Connectomics

Apr 04, 2017
Daniel Haehn, Verena Kaynig, James Tompkin, Jeff W. Lichtman, Hanspeter Pfister

* Supplemental material available at http://rhoana.org/guidedproofreading/supplemental.pdf 

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A Multi-Pass Approach to Large-Scale Connectomics

Dec 07, 2016
Yaron Meirovitch, Alexander Matveev, Hayk Saribekyan, David Budden, David Rolnick, Gergely Odor, Seymour Knowles-Barley, Thouis Raymond Jones, Hanspeter Pfister, Jeff William Lichtman, Nir Shavit

* 18 pages, 10 figures 

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RhoanaNet Pipeline: Dense Automatic Neural Annotation

Nov 21, 2016
Seymour Knowles-Barley, Verena Kaynig, Thouis Ray Jones, Alyssa Wilson, Joshua Morgan, Dongil Lee, Daniel Berger, Narayanan Kasthuri, Jeff W. Lichtman, Hanspeter Pfister

* 13 pages, 4 figures 

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Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures

Oct 27, 2016
Felix Gonda, Verena Kaynig, Ray Thouis, Daniel Haehn, Jeff Lichtman, Toufiq Parag, Hanspeter Pfister


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Context-guided diffusion for label propagation on graphs

Feb 20, 2016
Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt


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Semi-supervised Learning with Explicit Relationship Regularization

Feb 11, 2016
Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt

* Accepted version of paper published at CVPR 2015, http://dx.doi.org/10.1109/CVPR.2015.7298831 

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Local High-order Regularization on Data Manifolds

Feb 11, 2016
Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt

* Accepted version of paper published at CVPR 2015, http://dx.doi.org/10.1109/CVPR.2015.7299186 

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VESICLE: Volumetric Evaluation of Synaptic Interfaces using Computer vision at Large Scale

Sep 07, 2015
William Gray Roncal, Michael Pekala, Verena Kaynig-Fittkau, Dean M. Kleissas, Joshua T. Vogelstein, Hanspeter Pfister, Randal Burns, R. Jacob Vogelstein, Mark A. Chevillet, Gregory D. Hager

* Proceedings of the British Machine Vision Conference (BMVC), pages 81.1-81.13. BMVA Press, September 2015 
* v4: added clarifying figures and updates for readability. v3: fixed metadata. 11 pp v2: Added CNN classifier, significant changes to improve performance and generalization 

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Large-Scale Automatic Reconstruction of Neuronal Processes from Electron Microscopy Images

Mar 28, 2013
Verena Kaynig, Amelio Vazquez-Reina, Seymour Knowles-Barley, Mike Roberts, Thouis R. Jones, Narayanan Kasthuri, Eric Miller, Jeff Lichtman, Hanspeter Pfister


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