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A Survey on Few-Shot Class-Incremental Learning

Apr 17, 2023
Songsong Tian, Lusi Li, Weijun Li, Hang Ran, Xin Ning, Prayag Tiwari

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Predicting dynamic, motion-related changes in B0 field in the brain at a 7 T MRI using a subject-specific fine-tuned U-net

Apr 17, 2023
Stanislav Motyka, Paul Weiser, Beata Bachrata, Lukas Hingerl, Bernhard Strasser, Gilbert Hangel, Eva Niess, Dario Goranovic, Fabian Niess, Maxim Zaitsev, Simon Daniel Robinson, Georg Langs, Siegfried Trattnig, Wolfgang Bogner

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Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis

Jan 13, 2023
Julian Schön, Raghavendra Selvan, Lotte Nygård, Ivan Richter Vogelius, Jens Petersen

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Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser

Apr 13, 2023
Astha Verma, Siddhesh Bangar, A V Subramanyam, Naman Lal, Rajiv Ratn Shah, Shin'ichi Satoh

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Uncertainty-Aware Image Captioning

Nov 30, 2022
Zhengcong Fei, Mingyuan Fan, Li Zhu, Junshi Huang, Xiaoming Wei, Xiaolin Wei

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LaCViT: A Label-aware Contrastive Training Framework for Vision Transformers

Mar 31, 2023
Zijun Long, Zaiqiao Meng, Gerardo Aragon Camarasa, Richard McCreadie

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Generative modeling of living cells with SO(3)-equivariant implicit neural representations

Apr 18, 2023
David Wiesner, Julian Suk, Sven Dummer, Tereza Nečasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink

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Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting

Apr 24, 2023
Ruichen Zheng, Peng Li, Haoqian Wang, Tao Yu

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Finding the Most Transferable Tasks for Brain Image Segmentation

Jan 03, 2023
Yicong Li, Yang Tan, Jingyun Yang, Yang Li, Xiao-Ping Zhang

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A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified?

Feb 14, 2023
Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi

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