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61 Results
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Poster
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Tue 2:30 |
Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification Hao ZHENG · Runqi Wang · Jianzhuang Liu · Asako Kanezaki |
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Poster
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Few-shot Cross-domain Image Generation via Inference-time Latent-code Learning Arnab Mondal · Piyush Tiwary · Parag Singla · Prathosh AP |
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Workshop
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Thu 7:34 |
Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning Zuhui Wang |
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Poster
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Progressive Mix-Up for Few-Shot Supervised Multi-Source Domain Transfer Ronghang Zhu · Ronghang Zhu · Xiang Yu · Sheng Li |
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Workshop
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On the Efficacy of Differentially Private Few-shot Image Classification Marlon Tobaben · Aliaksandra Shysheya · John Bronskill · Shruti Tople · Santiago Zanella-Beguelin · Richard E Turner · Antti Honkela |
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Workshop
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Differentially Private Federated Few-shot Image Classification Aliaksandra Shysheya · Marlon Tobaben · John Bronskill · Andrew Paverd · Shruti Tople · Santiago Zanella-Beguelin · Richard E Turner · Antti Honkela |
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Workshop
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Fri 5:19 |
Exploiting Category Names for Few-Shot Classification with Vision-Language Models Taihong Xiao · Zirui Wang · Liangliang Cao · Jiahui Yu · Shengyang Dai · Ming-Hsuan Yang |
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Workshop
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Fri 1:35 |
On the Efficacy of Differentially Private Few-shot Image Classification (Oral) Marlon Tobaben · Aliaksandra Shysheya · John Bronskill · Andrew Paverd · Shruti Tople · Santiago Zanella-Beguelin · Richard E Turner · Antti Honkela |
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Workshop
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Thu 8:50 |
Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Material Science Benchmark and An Integrated Optimization Framework Xuxi Chen · Tianlong Chen · Everardo Olivares · Kate Elder · Scott McCall · Aurelien Perron · Joseph McKeown · Bhavya Kailkhura · Zhangyang Wang · Brian Gallagher |
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Workshop
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Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Material Science Benchmark and An Integrated Optimization Framework Xuxi Chen · Tianlong Chen · Everardo Olivares · Kate Elder · Scott McCall · Aurelien Perron · Joseph McKeown · Bhavya Kailkhura · Zhangyang Wang · Brian Gallagher |
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Poster
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Tue 7:30 |
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya · John Bronskill · Massimiliano Patacchiola · Sebastian Nowozin · Richard E Turner |
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Poster
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Few-Shot Domain Adaptation For End-to-End Communication Jayaram Raghuram · Yijing Zeng · Dolores Garcia · Rafael Ruiz · Somesh Jha · Joerg Widmer · Suman Banerjee |