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50 Results
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Workshop
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Segment-then-Classify: Few-shot instance segmentation for environmental remote sensing Yang Hu · Anna Boser · Kelly Caylor |
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Poster
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Wed 8:45 |
Alignment with human representations supports robust few-shot learning Ilia Sucholutsky · Tom Griffiths |
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Workshop
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Can Transformer Models Generalize Via In-Context Learning Beyond Pretraining Data? Steve Yadlowsky · Lyric Doshi · Nilesh Tripuraneni |
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Poster
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Wed 15:00 |
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory Zhibin Duan · Zhiyi Lv · Chaojie Wang · Bo Chen · Bo An · Mingyuan Zhou |
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Poster
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Tue 15:15 |
ExPT: Synthetic Pretraining for Few-Shot Experimental Design Tung Nguyen · Sudhanshu Agrawal · Aditya Grover |
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Poster
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Tue 8:45 |
LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning Atsuyuki Miyai · Qing Yu · Go Irie · Kiyoharu Aizawa |
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Workshop
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Beyond Generation: Exploring Generalization of Diffusion Models in Few-shot Segmentation Jie Liu · TAO HU · Jan-jakob Sonke · Efstratios Gavves |
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Poster
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Thu 15:00 |
Focus Your Attention when Few-Shot Classification Haoqing Wang · Shibo Jie · Zhihong Deng |
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Workshop
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Context-Aware Meta-Learning Christopher Fifty · Dennis Duan · Ronald Junkins · Ehsan Amid · Jure Leskovec · Christopher Ré · Sebastian Thrun |
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Poster
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Thu 8:45 |
Domain Re-Modulation for Few-Shot Generative Domain Adaptation Yi Wu · Ziqiang Li · Chaoyue Wang · Heliang Zheng · Shanshan Zhao · Bin Li · Dacheng Tao |
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Workshop
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Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction Christopher Fifty · Joseph M Paggi · Ehsan Amid · Jure Leskovec · Ron Dror |
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Workshop
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Incorporating LLM Priors into Tabular Learners Max Zhu · Siniša Stanivuk · Andrija Petrovic · Mladen Nikolic · Pietro Lió |