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Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models


Aug 16, 2022
Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush

* 9 pages content, 2 pages references 

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What makes domain generalization hard?


Jun 15, 2022
Spandan Madan, Li You, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman


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Diagnosing Ensemble Few-Shot Classifiers


Jun 09, 2022
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu

* Accepted in IEEE TVCG 

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MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction


Apr 17, 2022
Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Radu Timofte, Luc Van Gool

* CVPRW 2022 
* Winner of NTIRE 2022 Challenge on Spectral Reconstruction from RGB; The First Transformer-based Method for Spectral Reconstruction 

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Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN


Apr 06, 2022
Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei

* 13 pages with appendix 

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Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training


Apr 06, 2022
Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Donglai Wei

* NeurIPS 2021 

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Revisiting RCAN: Improved Training for Image Super-Resolution


Jan 27, 2022
Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc Van Gool, Donglai Wei, Hanspeter Pfister

* 13 pages with 10 tables and 4 figures 

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PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics


Dec 10, 2021
Zudi Lin, Donglai Wei, Jeff Lichtman, Hanspeter Pfister

* Technical report 

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Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation


Nov 15, 2021
Anirudh S Chakravarthy, Won-Dong Jang, Zudi Lin, Donglai Wei, Song Bai, Hanspeter Pfister

* Accepted at CVPR RVSU Workshop 2021 

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Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations: late-stopping, tuning batch normalization and invariance loss


Oct 30, 2021
Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, Takashi Katoh, Hiromichi Kobashi, Hanspeter Pfister, Pawan Sinha, Xavier Boix, Tomotake Sasaki


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