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45 Results
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Poster
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Wed 11:00 |
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models Diego Doimo · Alessandro Serra · Alessio Ansuini · Alberto Cazzaniga |
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Workshop
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Leveraging foundation models for data-limited ecological applications Kyle Doherty · Max Gurinas · Erik Samsoe · Charles Casper · Beau Larkin · Philip Ramsey · Brandon Trabucco · Ruslan Salakhutdinov |
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Poster
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Thu 16:30 |
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan · Yan Hong · Bo Zhang · jun lan · Huijia Zhu · Weiqiang Wang · Jianfu Zhang · Li Niu · Liqing Zhang |
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Poster
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Wed 16:30 |
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction Liang Wang · Qiang Liu · Shaozhen Liu · Xin Sun · Shu Wu · Liang Wang |
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Workshop
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The Role of Cortical Varibility in Supporting Few-shot Generalization: Theory and Empirical Evidence Praveen Venkatesh · Jiaqi Shang · Corbett Bennett · Sam Gale · Greggory Heller · Tamina Ramirez · Severine Durand · Eric Shea-Brown · Shawn Olsen · Stefan Mihalas |
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Workshop
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Survey: Adaptive Physics-informed Neural Networks Edgar Torres Rios · Mathias Niepert |
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Poster
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Thu 11:00 |
AED: Adaptable Error Detection for Few-shot Imitation Policy Jia-Fong Yeh · Kuo-Han Hung · Pang-Chi Lo · Chi Ming Chung · Tsung-Han Wu · Hung-Ting Su · Yi-Ting Chen · Winston Hsu |
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Poster
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Wed 11:00 |
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning Fei Zhou · Peng Wang · Lei Zhang · Zhenghua Chen · Wei Wei · Chen Ding · Guosheng Lin · Yanning Zhang |
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Poster
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Thu 11:00 |
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark Brianna Karpowicz · Joel Ye · Chaofei Fan · Pablo Tostado-Marcos · Fabio Rizzoglio · Clayton Washington · Thiago Scodeler · Diogo de Lucena · Samuel Nason-Tomaszewski · Matthew Mender · Xuan Ma · Ezequiel Arneodo · Leigh Hochberg · Cynthia Chestek · Jaimie Henderson · Timothy Gentner · Vikash Gilja · Lee Miller · Adam Rouse · Robert Gaunt · Jennifer Collinger · Chethan Pandarinath |