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67 Results
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Workshop
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STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables Jaehyun Nam · Jihoon Tack · Kyungmin Lee · Hankook Lee · Jinwoo Shin |
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Poster
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Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation Bin-Bin Gao · Xiaochen Chen · Zhongyi Huang · Congchong Nie · Jun Liu · Jinxiang Lai · GUANNAN JIANG · Xi Wang · Chengjie Wang |
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Poster
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Tue 14:00 |
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference Ségolène Martin · Malik Boudiaf · Emilie Chouzenoux · Jean-Christophe Pesquet · Ismail Ayed |
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Poster
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Wed 9:00 |
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac · Jeff Donahue · Pauline Luc · Antoine Miech · Iain Barr · Yana Hasson · Karel Lenc · Arthur Mensch · Katherine Millican · Malcolm Reynolds · Roman Ring · Eliza Rutherford · Serkan Cabi · Tengda Han · Zhitao Gong · Sina Samangooei · Marianne Monteiro · Jacob L Menick · Sebastian Borgeaud · Andy Brock · Aida Nematzadeh · Sahand Sharifzadeh · Mikołaj Bińkowski · Ricardo Barreira · Oriol Vinyals · Andrew Zisserman · Karén Simonyan |
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Poster
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Thu 14:00 |
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah · Dustin Carrión-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu |
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Poster
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Wed 14:00 |
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang · Manling Li · Ruochen Xu · Luowei Zhou · Jie Lei · Xudong Lin · Shuohang Wang · Ziyi Yang · Chenguang Zhu · Derek Hoiem · Shih-Fu Chang · Mohit Bansal · Heng Ji |
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Poster
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Tue 14:00 |
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu · Derek Tam · Mohammed Muqeeth · Jay Mohta · Tenghao Huang · Mohit Bansal · Colin Raffel |