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94 Results
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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Workshop
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MERMAIDE: Learning to Align Learners using Model-Based Meta-Learning Arundhati Banerjee · Soham Phade · Stefano Ermon · Stephan Zheng |
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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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Thu 15:00 |
Focus Your Attention when Few-Shot Classification Haoqing Wang · Shibo Jie · Zhihong Deng |
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Poster
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Wed 8:45 |
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data Alon Albalak · Colin Raffel · William Yang Wang |
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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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Poster
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Wed 15:00 |
Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification Tianjun Ke · Haoqun Cao · Zenan Ling · Feng Zhou |
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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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Poster
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Wed 8:45 |
Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects Chuanruo Ning · Ruihai Wu · Haoran Lu · Kaichun Mo · Hao Dong |
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Poster
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Wed 8:45 |
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks Zhaohan Xi · Tianyu Du · Tianyu Du · Changjiang Li · Ren Pang · Shouling Ji · Jinghui Chen · Fenglong Ma · Ting Wang |
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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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Wed 15:00 |
Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning Siyuan Sun · Hongyang Gao |