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Workshop
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Sat 16:15
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Vision Language Models Are Few-Shot Audio Spectrogram Classifiers
Satvik Dixit · Laurie Heller · Chris Donahue
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Workshop
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Sat 14:30
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2:30 - 3:30 PM: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting
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Workshop
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Compositional Few-shot Learning of Motions
Omkar Patil · Anant Sah · Nakul Gopalan
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Affinity Event
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Evaluating the Usefulness of Large Language Models for Synthetic Samples Generation via Few-shot Learning
Maynara Souza · Flávio Santos · Cleber Zanchettin
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Workshop
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Probabilistic Active Few-Shot Learning in Vision-Language Models
Anton Baumann · Marcus Klasson · Rui Li · Arno Solin · Martin Trapp
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Poster
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Wed 16:30
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Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
Muzhi Zhu · Yang Liu · Zekai Luo · Chenchen Jing · Hao Chen · Guangkai Xu · Xinlong Wang · Chunhua Shen
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Poster
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Wed 16:30
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Generate Universal Adversarial Perturbations for Few-Shot Learning
Yiman Hu · Yixiong Zou · Ruixuan Li · Yuhua Li
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Poster
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Wed 16:30
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Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
Yixiong Zou · Ran Ma · Yuhua Li · Ruixuan Li
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Workshop
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Probabilistic Active Few-Shot Learning in Vision-Language Models
Anton Baumann · Marcus Klasson · Rui Li · Arno Solin · Martin Trapp
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Poster
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Wed 16:30
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Few-Shot Adversarial Prompt Learning on Vision-Language Models
Yiwei Zhou · Xiaobo Xia · Zhiwei Lin · Bo Han · Tongliang Liu
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Workshop
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Sun 14:15
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Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
Rabiul Awal · LE ZHANG · Aishwarya Agrawal
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Affinity Event
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Risk Profiling using LLM and Few-shot Prompting Technique
Priti Gurung · Manjil Rawal · Moses Garuba · Noha Hazzazi
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