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131 Results
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Poster
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Thu 9:00 |
Few-shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao · Keshigeyan Chandrasegaran · Milad Abdollahzadeh · Ngai-Man (Man) Cheung |
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Poster
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Thu 14:00 |
Few-Shot Non-Parametric Learning with Deep Latent Variable Model Zhiying Jiang · Yiqin Dai · Ji Xin · Ming Li · Jimmy Lin |
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Workshop
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STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables Jaehyun Nam · Jihoon Tack · Kyungmin Lee · Hankook Lee · Jinwoo Shin |
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Workshop
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Meta-Learning Makes a Better Multimodal Few-shot Learner Ivona Najdenkoska · Xiantong Zhen · Marcel Worring |
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Poster
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Wed 9:00 |
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Massimiliano Patacchiola · John Bronskill · Aliaksandra Shysheya · Katja Hofmann · Sebastian Nowozin · Richard Turner |
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Poster
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Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid Jing Xu · Xu Luo · Xinglin Pan · Yanan Li · Wenjie Pei · Zenglin Xu |
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Poster
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On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks Anish Chakrabarty · Swagatam Das |
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Poster
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Wed 14:00 |
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev |
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Poster
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Wed 9:00 |
A Closer Look at Prototype Classifier for Few-shot Image Classification Mingcheng Hou · Issei Sato |
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Workshop
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Detecting COVID-19 infection from ultrasound imaging with only five shots: A high-performing explainable deep few-shot learning network Jessy Song · Ashkan Ebadi · Adrian Florea · PENGCHENG XI · Alexander Wong |
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Poster
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Thu 14:00 |
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah · Dustin Carrión-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu |
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Poster
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Thu 14:00 |
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning Xi Ye · Greg Durrett |