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Poster
Wed 14:00 Data Distributional Properties Drive Emergent In-Context Learning in Transformers
Stephanie Chan · Adam Santoro · Andrew Lampinen · Jane Wang · Aaditya Singh · Pierre Richemond · James McClelland · Felix Hill
Poster
Thu 14:00 Mask Matching Transformer for Few-Shot Segmentation
siyu jiao · Gengwei Zhang · Shant Navasardyan · Ling Chen · Yao Zhao · Yunchao Wei · Honghui Shi
Poster
Wed 9:00 FeLMi : Few shot Learning with hard Mixup
Aniket Roy · Anshul Shah · Ketul Shah · Prithviraj Dhar · Anoop Cherian · Rama Chellappa
Poster
Thu 14:00 Few-Shot Non-Parametric Learning with Deep Latent Variable Model
Zhiying Jiang · Yiqin Dai · Ji Xin · Ming Li · Jimmy Lin
Poster
Wed 9:00 A Closer Look at Prototype Classifier for Few-shot Image Classification
Mingcheng Hou · Issei Sato
Poster
Wed 9:00 Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
Massimiliano Patacchiola · John Bronskill · Aliaksandra Shysheya · Katja Hofmann · Sebastian Nowozin · Richard Turner
Poster
Thu 14:00 Smoothed Embeddings for Certified Few-Shot Learning
Mikhail Pautov · Olesya Kuznetsova · Nurislam Tursynbek · Aleksandr Petiushko · Ivan Oseledets
Workshop
Can you label less by using out-of-domain data? Active & Transfer Learning with Few-shot Instructions
Rafal Kocielnik · Sara Kangaslahti · Shrimai Prabhumoye · Meena Hari · Michael Alvarez · Anima Anandkumar
Affinity Workshop
FacEDiM: A Face Embedding Distribution Model for Few-Shot Biometric Authentication of Cattle
Meshia Cédric Oveneke · Rucha Vaishampayan · Deogratias Lukamba Nsadisa · Rucha Vaishampayan
Poster
Thu 9:00 Few-shot Image Generation via Adaptation-Aware Kernel Modulation
Yunqing Zhao · Keshigeyan Chandrasegaran · Milad Abdollahzadeh · Ngai-Man (Man) Cheung
Workshop
Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning
Huiwon Jang · Hankook Lee · Jinwoo Shin
Poster
Thu 9:00 An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning
Xiu-Shen Wei · H.-Y. Xu · Faen Zhang · Yuxin Peng · Wei Zhou