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ORCIDHanspeter Pfister
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- affiliation: Harvard University, School of Engineering and Applied Sciences, Cambridge, MA, USA
- affiliation: Mitsubishi Electric Research Laboratories, Cambridge, MA, USA
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2020 – today
- 2023
[j137]Tica Lin
, Zhutian Chen, Johanna Beyer, Yingcai Wu, Hanspeter Pfister, Yalong Yang:
The Ball is in Our Court: Conducting Visualization Research With Sports Experts. IEEE Computer Graphics and Applications 43(1): 84-90 (2023)- [j136]Simon Warchol, Robert Krüger, Ajit Johnson Nirmal, Giorgio Gaglia, Jared Jessup, Cecily C. Ritch, John Hoffer, Jeremy Muhlich, Megan L. Burger, Tyler Jacks, Sandro Santagata, Peter K. Sorger, Hanspeter Pfister:
Visinity: Visual Spatial Neighborhood Analysis for Multiplexed Tissue Imaging Data. IEEE Trans. Vis. Comput. Graph. 29(1): 106-116 (2023) - [j135]Zhutian Chen, Qisen Yang, Xiao Xie, Johanna Beyer, Haijun Xia, Yingcai Wu, Hanspeter Pfister:
Sporthesia: Augmenting Sports Videos Using Natural Language. IEEE Trans. Vis. Comput. Graph. 29(1): 918-928 (2023) - [j134]Tica Lin, Zhutian Chen, Yalong Yang, Daniele Chiappalupi, Johanna Beyer, Hanspeter Pfister:
The Quest for : Embedded Visualization for Augmenting Basketball Game Viewing Experiences. IEEE Trans. Vis. Comput. Graph. 29(1): 962-971 (2023) - [j133]Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush:
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models. IEEE Trans. Vis. Comput. Graph. 29(1): 1146-1156 (2023) - [j132]Tica Lin, Yalong Yang, Johanna Beyer, Hanspeter Pfister:
Labeling Out-of-View Objects in Immersive Analytics to Support Situated Visual Searching. IEEE Trans. Vis. Comput. Graph. 29(3): 1831-1844 (2023) - [i78]Helen H. Huang, Hanspeter Pfister, Yalong Yang:
Is Embodied Interaction Beneficial? A Study on Navigating Network Visualizations. CoRR abs/2301.11516 (2023) - [i77]Jingpeng Wu, Yicong Li, Nishika Gupta, Kazunori Shinomiya, Pat Gunn, Alexey Polilov, Hanspeter Pfister, Dmitri B. Chklovskii, Donglai Wei:
An Out-of-Domain Synapse Detection Challenge for Microwasp Brain Connectomes. CoRR abs/2302.00545 (2023) - [i76]Tri Nguyen, Mukul Narwani, Mark Larson, Yicong Li, Shuhan Xie, Hanspeter Pfister, Donglai Wei, Nir Shavit, Lu Mi, Alexandra Pacureanu, Wei-Chung Lee, Aaron T. Kuan:
The XPRESS Challenge: Xray Projectomic Reconstruction - Extracting Segmentation with Skeletons. CoRR abs/2302.03819 (2023) - [i75]Zhutian Chen, Qisen Yang, Jiarui Shan, Tica Lin, Johanna Beyer, Haijun Xia, Hanspeter Pfister:
iBall: Augmenting Basketball Videos with Gaze-moderated Embedded Visualizations. CoRR abs/2303.03476 (2023) - 2022
- [j131]Jakob Troidl, Corrado Calì, Eduard Gröller, Hanspeter Pfister, Markus Hadwiger, Johanna Beyer:
Barrio: Customizable Spatial Neighborhood Analysis and Comparison for Nanoscale Brain Structures. Comput. Graph. Forum 41(3): 183-194 (2022) - [j130]Johanna Beyer, Jakob Troidl, Saeed Boorboor, Markus Hadwiger, Arie E. Kaufman, Hanspeter Pfister:
A Survey of Visualization and Analysis in High-Resolution Connectomics. Comput. Graph. Forum 41(3): 573-607 (2022) - [j129]Spandan Madan, Timothy Henry, Jamell Dozier, Helen Ho, Nishchal Bhandari, Tomotake Sasaki, Frédo Durand, Hanspeter Pfister, Xavier Boix:
When and how convolutional neural networks generalize to out-of-distribution category-viewpoint combinations. Nat. Mach. Intell. 4(2): 146-153 (2022) - [j128]Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, Takashi Katoh, Hiromichi Kobashi, Hanspeter Pfister, Pawan Sinha, Xavier Boix, Tomotake Sasaki:
Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations. Neural Networks 155: 119-143 (2022) - [j127]Brian Matejek, Tim Franzmeyer, Donglai Wei, Xueying Wang, Jinglin Zhao, Kálmán Palágyi, Jeff W. Lichtman, Hanspeter Pfister:
Scalable Biologically-Aware Skeleton Generation for Connectomic Volumes. IEEE Trans. Medical Imaging 41(9): 2360-2370 (2022) - [j126]Jared Jessup, Robert Krüger, Simon Warchol, John Hoffer, Jeremy Muhlich, Cecily C. Ritch, Giorgio Gaglia, Shannon Coy, Yu-An Chen, Jia-Ren Lin, Sandro Santagata, Peter K. Sorger, Hanspeter Pfister:
Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data. IEEE Trans. Vis. Comput. Graph. 28(1): 259-269 (2022) - [j125]Hendrik Strobelt, Jambay Kinley, Robert Krüger, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush:
GenNI: Human-AI Collaboration for Data-Backed Text Generation. IEEE Trans. Vis. Comput. Graph. 28(1): 1106-1116 (2022) - [j124]Naoko Sawada, Makoto Uemura, Johanna Beyer, Hanspeter Pfister, Issei Fujishiro:
TimeTubesX: A Query-Driven Visual Exploration of Observable, Photometric, and Polarimetric Behaviors of Blazars. IEEE Trans. Vis. Comput. Graph. 28(4): 1917-1929 (2022) - [j123]Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu:
Diagnosing Ensemble Few-Shot Classifiers. IEEE Trans. Vis. Comput. Graph. 28(9): 3292-3306 (2022) - [c138]Pramod Rao, Mallikarjun B. R., Gereon Fox, Tim Weyrich, Bernd Bickel, Hanspeter Pfister, Wojciech Matusik, Ayush Tewari, Christian Theobalt, Mohamed Elgharib:
VoRF: Volumetric Relightable Faces. BMVC 2022: 708 - [c137]Yalong Yang, Wenyu Xia, Fritz Lekschas, Carolina Nobre, Robert Krüger, Hanspeter Pfister:
The Pattern is in the Details: An Evaluation of Interaction Techniques for Locating, Searching, and Contextualizing Details in Multivariate Matrix Visualizations. CHI 2022: 84:1-84:15 - [c136]Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Radu Timofte, Luc Van Gool:
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction. CVPR Workshops 2022: 744-754 - [c135]Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi:
NTIRE 2022 Spectral Recovery Challenge and Data Set. CVPR Workshops 2022: 862-880 - [c134]Salma Abdel Magid, Zudi Lin, Donglai Wei, Yulun Zhang, Jinjin Gu, Hanspeter Pfister:
Texture-based Error Analysis for Image Super-Resolution. CVPR 2022: 2108-2117 - [c133]Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Zudi Lin, Hanspeter Pfister:
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution. CVPR 2022: 5687-5697 - [c132]Donglai Wei, Siddhant Kharbanda, Sarthak Arora, Roshan Roy, Nishant Jain, Akash Palrecha, Tanav Shah, Shray Mathur, Ritik Mathur, Abhijay Kemkar, Anirudh Srinivasan Chakravarthy, Zudi Lin, Won-Dong Jang, Yansong Tang, Song Bai, James Tompkin, Philip H. S. Torr, Hanspeter Pfister:
YouMVOS: An Actor-centric Multi-shot Video Object Segmentation Dataset. CVPR 2022: 21012-21021 - [d2]Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei:
NucExM Dataset for Nuclei Segmentation in Expansion Microscopy. IEEE DataPort 2022 - [i74]Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc Van Gool, Donglai Wei, Hanspeter Pfister:
Revisiting RCAN: Improved Training for Image Super-Resolution. CoRR abs/2201.11279 (2022) - [i73]Yalong Yang, Wenyu Xia, Fritz Lekschas, Carolina Nobre, Robert Krüger, Hanspeter Pfister:
The Pattern is in the Details: An Evaluation of Interaction Techniques for Locating, Searching, and Contextualizing Details in Multivariate Matrix Visualizations. CoRR abs/2203.05109 (2022) - [i72]Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Donglai Wei:
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training. CoRR abs/2204.02844 (2022) - [i71]Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei:
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN. CoRR abs/2204.03082 (2022) - [i70]Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Radu Timofte, Luc Van Gool:
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction. CoRR abs/2204.07908 (2022) - [i69]Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu:
Diagnosing Ensemble Few-Shot Classifiers. CoRR abs/2206.04372 (2022) - [i68]Spandan Madan, Li You, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman:
What makes domain generalization hard? CoRR abs/2206.07802 (2022) - [i67]Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush:
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models. CoRR abs/2208.07852 (2022) - [i66]Tica Lin, Zhutian Chen, Yalong Yang, Daniele Chiappalupi, Johanna Beyer, Hanspeter Pfister:
The Quest for Omnioculars: Embedded Visualization for Augmenting Basketball Game Viewing Experiences. CoRR abs/2209.00202 (2022) - [i65]Zhutian Chen, Qisen Yang, Xiao Xie, Johanna Beyer, Haijun Xia, Yingcai Wu, Hanspeter Pfister:
Sporthesia: Augmenting Sports Videos Using Natural Language. CoRR abs/2209.03434 (2022) - [i64]Liang Jin, Shixuan Gu, Donglai Wei, Kaiming Kuang, Hanspeter Pfister, Bingbing Ni, Jiancheng Yang, Ming Li:
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction. CoRR abs/2210.09309 (2022) - [i63]Kenneth Li, Aspen K. Hopkins, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task. CoRR abs/2210.13382 (2022) - [i62]Tica Lin, Zhutian Chen, Johanna Beyer, Yincai Wu, Hanspeter Pfister, Yalong Yang:
The Ball is in Our Court: Conducting Visualization Research with Sports Experts. CoRR abs/2211.07832 (2022) - [i61]Mengmi Zhang, Giorgia Dellaferrera, Ankur Sikarwar, Marcelo Armendáriz, Noga Mudrik, Prachi Agrawal, Spandan Madan, Andrei Barbu, Haochen Yang, Tanishq Kumar, Meghna Sadwani, Stella Dellaferrera, Michele Pizzochero, Hanspeter Pfister, Gabriel Kreiman:
Human or Machine? Turing Tests for Vision and Language. CoRR abs/2211.13087 (2022) - [i60]Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, Bihan Wen:
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal. CoRR abs/2212.04711 (2022) - [i59]Siyu Huang, Jie An, Donglai Wei, Jiebo Luo, Hanspeter Pfister:
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity. CoRR abs/2212.10431 (2022) - 2021
- [j122]Johanna Beyer, Yalong Yang, Hanspeter Pfister:
Visualization Design Sprints for Online and On-Campus Courses. IEEE Computer Graphics and Applications 41(6): 37-47 (2021) - [j121]Felix Gonda, Xueying Wang, Johanna Beyer, Markus Hadwiger, Jeff W. Lichtman, Hanspeter Pfister:
VICE: Visual Identification and Correction of Neural Circuit Errors. Comput. Graph. Forum 40(3): 447-458 (2021) - [j120]Sarah Schöttler, Yalong Yang, Hanspeter Pfister, Benjamin Bach:
Visualizing and Interacting with Geospatial Networks: A Survey and Design Space. Comput. Graph. Forum 40(6): 5-33 (2021) - [j119]Nanxuan Zhao, Quanlong Zheng, Jing Liao, Ying Cao, Hanspeter Pfister, Rynson W. H. Lau:
Selective Region-based Photo Color Adjustment for Graphic Designs. ACM Trans. Graph. 40(2): 17:1-17:16 (2021) - [j118]Mallikarjun B. R., Ayush Tewari, Abdallah Dib, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Louis Chevallier, Mohamed Elgharib, Christian Theobalt:
PhotoApp: photorealistic appearance editing of head portraits. ACM Trans. Graph. 40(4): 44:1-44:16 (2021) - [j117]Peter Rautek, Matej Mlejnek, Johanna Beyer, Jakob Troidl, Hanspeter Pfister, Thomas Theußl, Markus Hadwiger:
Objective Observer-Relative Flow Visualization in Curved Spaces for Unsteady 2D Geophysical Flows. IEEE Trans. Vis. Comput. Graph. 27(2): 283-293 (2021) - [j116]Fritz Lekschas, Xinyi Zhou, Wei Chen, Nils Gehlenborg, Benjamin Bach, Hanspeter Pfister:
A Generic Framework and Library for Exploration of Small Multiples through Interactive Piling. IEEE Trans. Vis. Comput. Graph. 27(2): 358-368 (2021) - [j115]Yalong Yang, Maxime Cordeil, Johanna Beyer, Tim Dwyer, Kim Marriott, Hanspeter Pfister:
Embodied Navigation in Immersive Abstract Data Visualization: Is Overview+Detail or Zooming Better for 3D Scatterplots? IEEE Trans. Vis. Comput. Graph. 27(2): 1214-1224 (2021) - [c131]Spandan Madan, Zoya Bylinskii, Carolina Nobre, Matthew Tancik, Adrià Recasens, Kimberli Zhong, Sami Alsheikh, Aude Oliva, Frédo Durand, Hanspeter Pfister:
Parsing and Summarizing Infographics with Synthetically Trained Icon Detection. PacificVis 2021: 31-40 - [c130]Carolina Nobre, Dylan Wootton, Zach Cutler, Lane Harrison, Hanspeter Pfister, Alexander Lex:
reVISit: Looking Under the Hood of Interactive Visualization Studies. CHI 2021: 25:1-25:13 - [c129]Tica Lin, Rishi Singh, Yalong Yang, Carolina Nobre, Johanna Beyer, Maurice A. Smith, Hanspeter Pfister:
Towards an Understanding of Situated AR Visualization for Basketball Free-Throw Training. CHI 2021: 461:1-461:13 - [c128]Fritz Lekschas, Spyridon Ampanavos, Pao Siangliulue, Hanspeter Pfister, Krzysztof Z. Gajos:
Ask Me or Tell Me? Enhancing the Effectiveness of Crowdsourced Design Feedback. CHI 2021: 564:1-564:12 - [c127]Mallikarjun B. R., Ayush Tewari, Tae-Hyun Oh, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Mohamed Elgharib, Christian Theobalt:
Monocular Reconstruction of Neural Face Reflectance Fields. CVPR 2021: 4791-4800 - [c126]Yulun Zhang, Donglai Wei, Can Qin, Huan Wang, Hanspeter Pfister, Yun Fu:
Context Reasoning Attention Network for Image Super-Resolution. ICCV 2021: 4258-4267 - [c125]Salma Abdel Magid, Yulun Zhang, Donglai Wei, Won-Dong Jang, Zudi Lin, Yun Fu, Hanspeter Pfister:
Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution. ICCV 2021: 4268-4277 - [c124]Felix Gonda, Donglai Wei, Hanspeter Pfister:
Consistent Recurrent Neural Networks For 3d Neuron Segmentation. ISBI 2021: 1012-1016 - [c123]Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister:
NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale. MICCAI (1) 2021: 164-174 - [c122]Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas D. Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister:
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions. MICCAI (1) 2021: 175-185 - [c121]Stanislav Lukyanenko, Won-Dong Jang, Donglai Wei, Robbert Struyven, Yoon Kim, Brian D. Leahy, Helen Y. Yang, Alexander M. Rush, Dalit Ben-Yosef, Daniel Needleman, Hanspeter Pfister:
Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field. MICCAI (8) 2021: 363-372 - [c120]Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni:
Asymmetric 3D Context Fusion for Universal Lesion Detection. MICCAI (5) 2021: 571-580 - [c119]Jiancheng Yang, Shixuan Gu, Donglai Wei, Hanspeter Pfister, Bingbing Ni:
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT Scans. MICCAI (1) 2021: 611-621 - [c118]Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Donglai Wei:
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training. NeurIPS 2021: 3259-3270 - [i58]Fritz Lekschas, Spyridon Ampanavos, Pao Siangliulue, Hanspeter Pfister, Krzysztof Z. Gajos:
Ask Me or Tell Me? Enhancing the Effectiveness of Crowdsourced Design Feedback. CoRR abs/2101.06143 (2021) - [i57]Sarah Schöttler, Yalong Yang, Hanspeter Pfister, Benjamin Bach:
Visualizing and Interacting with Geospatial Networks: A Survey and Design Space. CoRR abs/2101.06322 (2021) - [i56]Felix Gonda, Donglai Wei, Hanspeter Pfister:
Consistent Recurrent Neural Networks for 3D Neuron Segmentation. CoRR abs/2102.01021 (2021) - [i55]Mallikarjun B. R., Ayush Tewari, Abdallah Dib, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Louis Chevallier, Mohamed Elgharib, Christian Theobalt:
PhotoApp: Photorealistic Appearance Editing of Head Portraits. CoRR abs/2103.07658 (2021) - [i54]Tica Lin, Rishi Singh, Yalong Yang, Carolina Nobre, Johanna Beyer, Maurice A. Smith, Hanspeter Pfister:
Towards an Understanding of Situated AR Visualization for Basketball Free-Throw Training. CoRR abs/2104.04118 (2021) - [i53]Felix Gonda, Xueying Wang, Johanna Beyer, Markus Hadwiger, Jeff W. Lichtman, Hanspeter Pfister:
VICE: Visual Identification and Correction of Neural Circuit Errors. CoRR abs/2105.06861 (2021) - [i52]Spandan Madan, Tomotake Sasaki, Tzu-Mao Li, Xavier Boix, Hanspeter Pfister:
Small in-distribution changes in 3D perspective and lighting fool both CNNs and Transformers. CoRR abs/2106.16198 (2021) - [i51]Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas D. Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister:
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions. CoRR abs/2107.05451 (2021) - [i50]Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister:
NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale. CoRR abs/2107.05840 (2021) - [i49]Stanislav Lukyanenko, Won-Dong Jang, Donglai Wei, Robbert Struyven, Yoon Kim, Brian D. Leahy, Helen Y. Yang, Alexander M. Rush, Dalit Ben-Yosef, Daniel Needleman, Hanspeter Pfister:
Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field. CoRR abs/2107.06360 (2021) - [i48]Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni:
Asymmetric 3D Context Fusion for Universal Lesion Detection. CoRR abs/2109.08684 (2021) - [i47]Jiancheng Yang, Shixuan Gu, Donglai Wei, Hanspeter Pfister, Bingbing Ni:
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT Scans. CoRR abs/2109.09521 (2021) - [i46]Avi Cooper, Xavier Boix, Daniel Harari, Spandan Madan, Hanspeter Pfister, Tomotake Sasaki, Pawan Sinha:
To Which Out-Of-Distribution Object Orientations Are DNNs Capable of Generalizing? CoRR abs/2109.13445 (2021) - [i45]Johanna Beyer, Yalong Yang, Hanspeter Pfister:
Visualization Design Sprints for Online and On-Campus Courses. CoRR abs/2109.14613 (2021) - [i44]Jared Jessup, Robert Krüger, Simon Warchol, John Hoffer, Jeremy Muhlich, Cecily C. Ritch, Giorgio Gaglia, Shannon Coy, Yu-An Chen, Jia-Ren Lin, Sandro Santagata, Peter K. Sorger, Hanspeter Pfister:
Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data. CoRR abs/2110.04875 (2021) - [i43]Hendrik Strobelt, Jambay Kinley, Robert Krüger, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush:
GenNI: Human-AI Collaboration for Data-Backed Text Generation. CoRR abs/2110.10185 (2021) - [i42]Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Bilian Ke, Hanspeter Pfister, Bingbing Ni:
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification. CoRR abs/2110.14795 (2021) - [i41]Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, Takashi Katoh, Hiromichi Kobashi, Hanspeter Pfister, Pawan Sinha, Xavier Boix, Tomotake Sasaki:
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations: late-stopping, tuning batch normalization and invariance loss. CoRR abs/2111.00131 (2021) - [i40]Anirudh Srinivasan Chakravarthy, Won-Dong Jang, Zudi Lin, Donglai Wei, Song Bai, Hanspeter Pfister:
Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation. CoRR abs/2111.07529 (2021) - [i39]Tica Lin, Yalong Yang, Johanna Beyer, Hanspeter Pfister:
Labeling Out-of-View Objects in Immersive Analytics to Support Situated Visual Searching. CoRR abs/2112.03354 (2021) - [i38]Zudi Lin, Donglai Wei, Jeff Lichtman, Hanspeter Pfister:
PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics. CoRR abs/2112.05754 (2021) - 2020
- [j114]Fritz Lekschas, Brant Peterson, Daniel Haehn, Eric Ma, Nils Gehlenborg, Hanspeter Pfister:
Peax : Interactive Visual Pattern Search in Sequential Data Using Unsupervised Deep Representation Learning. Comput. Graph. Forum 39(3): 167-179 (2020) - [d1]John Hoffer, Rumana Rashid, Jeremy Muhlich, Yu-An Chen, Douglas Russell, Juha Ruokonen, Robert Krüger, Hanspeter Pfister, Sandro Santagata, Peter K. Sorger:
Minerva: a light-weight, narrative image browser for multiplexed tissue images. J. Open Source Softw. 5(54): 2579 (2020) - [j113]Michael Behrisch, Tobias Schreck, Hanspeter Pfister:
GUIRO: User-Guided Matrix Reordering. IEEE Trans. Vis. Comput. Graph. 26(1): 184-194 (2020) - [j112]Robert Krüger, Johanna Beyer, Won-Dong Jang, Nam Wook Kim, Artem Sokolov, Peter K. Sorger, Hanspeter Pfister:
Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data. IEEE Trans. Vis. Comput. Graph. 26(1): 227-237 (2020) - [j111]Fritz Lekschas, Michael Behrisch, Benjamin Bach, Peter Kerpedjiev, Nils Gehlenborg, Hanspeter Pfister:
Pattern-Driven Navigation in 2D Multiscale Visualizations with Scalable Insets. IEEE Trans. Vis. Comput. Graph. 26(1): 611-621 (2020) - [j110]Sebastian Gehrmann, Hendrik Strobelt, Robert Krüger, Hanspeter Pfister, Alexander M. Rush:
Visual Interaction with Deep Learning Models through Collaborative Semantic Inference. IEEE Trans. Vis. Comput. Graph. 26(1): 884-894 (2020) - [c117]Min Lu, Chufeng Wang, Joel Lanir, Nanxuan Zhao, Hanspeter Pfister, Daniel Cohen-Or, Hui Huang:
Exploring Visual Information Flows in Infographics. CHI 2020: 1-12 - [c116]Nanxuan Zhao, Nam Wook Kim, Laura Mariah Herman, Hanspeter Pfister, Rynson W. H. Lau, Jose Echevarria, Zoya Bylinskii:
ICONATE: Automatic Compound Icon Generation and Ideation. CHI 2020: 1-13 - [c115]Abhimanyu Talwar, Zudi Lin, Donglai Wei, Yuesong Wu, Bowen Zheng, Jinglin Zhao, Won-Dong Jang, Xueying Wang, Jeff Lichtman, Hanspeter Pfister:
A Topological Nomenclature for 3D Shape Analysis in Connectomics. CVPR Workshops 2020: 4245-4253 - [c114]Zudi Lin, Donglai Wei, Won-Dong Jang, Siyan Zhou, Xupeng Chen, Xueying Wang, Richard Schalek, Daniel R. Berger, Brian Matejek, Lee Kamentsky, Adi Suissa-Peleg, Daniel Haehn, Thouis R. Jones, Toufiq Parag, Jeff Lichtman, Hanspeter Pfister:
Two Stream Active Query Suggestion for Active Learning in Connectomics. ECCV (18) 2020: 103-120 - [c113]Salma Abdel Magid, Won-Dong Jang, Denis Schapiro, Donglai Wei, James Tompkin, Peter K. Sorger, Hanspeter Pfister:
Channel Embedding for Informative Protein Identification from Highly Multiplexed Images. MICCAI (5) 2020: 3-13 - [c112]Brian D. Leahy, Won-Dong Jang, Helen Y. Yang, Robbert Struyven, Donglai Wei, Zhe Sun, Kylie R. Lee, Charlotte Royston, Liz Cam, Yael Kalma, Foad Azem, Dalit Ben-Yosef, Hanspeter Pfister, Daniel Needleman:
Automated Measurements of Key Morphological Features of Human Embryos for IVF. MICCAI (5) 2020: 25-35 - [c111]Donglai Wei, Zudi Lin, Daniel Franco-Barranco, Nils Wendt, Xingyu Liu, Wenjie Yin, Xin Huang, Aarush Gupta, Won-Dong Jang, Xueying Wang, Ignacio Arganda-Carreras, Jeff W. Lichtman, Hanspeter Pfister:
MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM Images. MICCAI (5) 2020: 66-76 - [c110]Vincent Casser, Kai Kang, Hanspeter Pfister, Daniel Haehn:
Fast Mitochondria Detection for Connectomics. MIDL 2020: 111-120 - [i37]Tica Lin, Yalong Yang, Johanna Beyer, Hanspeter Pfister:
SportsXR - Immersive Analytics in Sports. CoRR abs/2004.08010 (2020) - [i36]Polina Golland, Jack Gallant, Greg Hager, Hanspeter Pfister, Christos H. Papadimitriou, Stefan Schaal, Joshua T. Vogelstein:
A New Age of Computing and the Brain. CoRR abs/2004.12926 (2020) - [i35]Fritz Lekschas, Xinyi Zhou, Wei Chen, Nils Gehlenborg, Benjamin Bach, Hanspeter Pfister:
A Generic Framework and Library for Exploration of Small Multiples through Interactive Piling. CoRR abs/2005.00595 (2020) - [i34]