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50 Results
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Workshop
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Divide and Conquer: Two-Level Problem Remodeling for Large-Scale Few-Shot Learning Mohamadreza Fereydooni · Hosein Hasani · Ali Razghandi · Mahdieh Soleymani |
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Poster
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Wed 15:00 |
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning Xiaoming Shi · Siqiao Xue · Kangrui Wang · Fan Zhou · James Zhang · Jun Zhou · Chenhao Tan · Hongyuan Mei |
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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 15:00 |
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model cheng cheng · Lin Song · Ruoyi Xue · Hang Wang · Hongbin Sun · Yixiao Ge · Ying Shan |
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Poster
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Tue 15:15 |
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification Neel Guha · Mayee Chen · Kush Bhatia · Azalia Mirhoseini · Frederic Sala · Christopher Ré |
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Poster
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Thu 8:45 |
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification Linhao Qu · xiaoyuan luo · Kexue Fu · Manning Wang · Zhijian Song |
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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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Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Yassir BENDOU · Bastien Pasdeloup · Giulia Lioi · Vincent Gripon · Fabien Cardinaux · Ghouthi BOUKLI HACENE · Lukas Mauch |
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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 |
Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning Siyuan Sun · Hongyang Gao |
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Workshop
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Group Preference Optimization: Few-Shot Alignment of Large Language Models Siyan Zhao · John Dang · Aditya Grover |
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Poster
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Thu 8:45 |
Prototypical Variational Autoencoder for 3D Few-shot Object Detection Weiliang Tang · Biqi YANG · Xianzhi Li · Yun-Hui Liu · Pheng-Ann Heng · Chi-Wing Fu |