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24 Results

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Poster
Wed 14:00 Adaptive IMLE for Few-shot Pretraining-free Generative Modelling
Mehran Aghabozorgi · Shichong Peng · Ke Li
Poster
Tue 17:00 A Closer Look at Few-shot Classification Again
Xu Luo · Hao Wu · Ji Zhang · Lianli Gao · Jing Xu · Jingkuan Song
Workshop
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
Poster
Thu 16:30 GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency
Min-Seop Kwak · Jiuhn Song · Seungryong Kim
Poster
Wed 17:00 Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation
Ruijiang Dong · Feng Liu · Haoang Chi · Tongliang Liu · Mingming Gong · Gang Niu · Masashi Sugiyama · Bo Han
Workshop
Self-verification improves few-shot clinical information extraction
Zelalem Gero · Chandan Singh · Hao Cheng · Tristan Naumann · Michel Galley · Jianfeng Gao · Hoifung Poon
Poster
Wed 17:00 Online Prototype Alignment for Few-shot Policy Transfer
Qi Yi · Rui Zhang · Shaohui Peng · Jiaming Guo · Yunkai Gao · Kaizhao Yuan · Ruizhi Chen · Siming Lan · Xing Hu · Zidong Du · Xishan Zhang · Qi Guo · Yunji Chen
Poster
Tue 17:00 PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search
Haibin Wang · Ce Ge · Hesen Chen · XIuyu Sun
Workshop
Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher Information
Divyansh Jhunjhunwala · Shiqiang Wang · Gauri Joshi
Workshop
Fri 14:10 MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning
Anant Khandelwal
Poster
Wed 14:00 Evolving Semantic Prototype Improves Generative Zero-Shot Learning
Shiming Chen · Wenjin Hou · Ziming Hong · Xiaohan Ding · Yibing Song · Xinge You · Tongliang Liu · Kun Zhang
Poster
Tue 14:00 Cooperative Open-ended Learning Framework for Zero-Shot Coordination
Yang Li · Shao Zhang · Jichen Sun · Yali Du · Ying Wen · Xinbing Wang · Wei Pan