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94 Results
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Workshop
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Fri 8:40 |
ExPT: Synthetic Pretraining for Few-Shot Experimental Design Tung Nguyen · Sudhanshu Agrawal · Aditya Grover |
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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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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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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 |
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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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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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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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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 |
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Workshop
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AutoMix: Mixing Models with Few-shot Self and Meta Verification Aman Madaan · Pranjal Aggarwal · Ankit Anand · Srividya Pranavi Potharaju · Swaroop Mishra · Pei Zhou · Aditya Gupta · Dheeraj Rajagopal · Yiming Yang · Shyam Upadhyay · - Mausam · Manaal Faruqui |
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Poster
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Wed 8:45 |
Fairness-guided Few-shot Prompting for Large Language Models Huan Ma · Changqing Zhang · Yatao Bian · Lemao Liu · Zhirui Zhang · Peilin Zhao · Shu Zhang · Huazhu Fu · Qinghua Hu · Bingzhe Wu |
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Workshop
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PREMIER-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng · Yongyuan Liang · Xiyao Wang · Shuang Ma · Hal Daumé III · Huazhe Xu · John Langford · Praveen Palanisamy · Kalyan Basu · Furong Huang |