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Workshop
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ExPT: Synthetic Pretraining for Few-Shot Experimental Design
Tung Nguyen · Sudhanshu Agrawal · Sudhanshu Agrawal · Aditya Grover
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Workshop
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Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data
Alon Albalak · Colin Raffel · William Yang Wang
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Workshop
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Deep Embedded Clustering in Few-shot Representations (DECiFR)
Yasaman Esfandiari · Rodolfo Valiente Romero · Amir Rahimi
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Poster
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Wed 8:45
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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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Thu 8:45
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Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation
Yuan Wang · Naisong Luo · Tianzhu Zhang
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Workshop
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How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive
Qing Guo · Prashan Wanigasekara · Jian Zheng · Jacob Fang · Xinwei Deng · Chenyang Tao
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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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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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Workshop
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Fri 8:40
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ExPT: Synthetic Pretraining for Few-Shot Experimental Design
Tung Nguyen · Sudhanshu Agrawal · Aditya Grover
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Poster
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Thu 15:00
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EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
Michael Wornow · Rahul Thapa · Ethan Steinberg · Jason Fries · Nigam Shah
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Poster
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Wed 8:45
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Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
Kevin Ellis
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Oral
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Wed 8:30
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Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
Kevin Ellis
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