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50 Results
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Workshop
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Incorporating LLM Priors into Tabular Learners Max Zhu · Siniša Stanivuk · Andrija Petrovic · Mladen Nikolic · Pietro Lió |
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Poster
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Wed 8:45 |
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks Zhaohan Xi · Tianyu Du · Tianyu Du · Changjiang Li · Ren Pang · Shouling Ji · Jinghui Chen · Fenglong Ma · Ting Wang |
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Workshop
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MERMAIDE: Learning to Align Learners using Model-Based Meta-Learning Arundhati Banerjee · Soham Phade · Stefano Ermon · Stephan Zheng |
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Poster
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Wed 15:00 |
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model cheng cheng · Lin Song · Ruoyi Xue · Hang Wang · Hongbin Sun · Yixiao Ge · Ying Shan |
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Workshop
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ExPT: Synthetic Pretraining for Few-Shot Experimental Design Tung Nguyen · Sudhanshu Agrawal · Sudhanshu Agrawal · Aditya Grover |
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Workshop
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Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data Alon Albalak · Colin Raffel · William Yang Wang |
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Workshop
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Deep Embedded Clustering in Few-shot Representations (DECiFR) Yasaman Esfandiari · Rodolfo Valiente Romero · Amir Rahimi |
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Workshop
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PREMIER-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng · Yongyuan Liang · Xiyao Wang · Shuang Ma · Hal Daumé III · Huazhe Xu · John Langford · Praveen Palanisamy · Kalyan Basu · Furong Huang |
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Workshop
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PREMIER-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng · Yongyuan Liang · Xiyao Wang · Shuang Ma · Hal Daumé III · Huazhe Xu · John Langford · Praveen Palanisamy · Kalyan Basu · Furong Huang |
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Poster
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Wed 8:45 |
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data Alon Albalak · Colin Raffel · William Yang Wang |
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Workshop
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How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive Qing Guo · Prashan Wanigasekara · Jian Zheng · Jacob Fang · Xinwei Deng · Chenyang Tao |
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Poster
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Thu 8:45 |
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang · Naisong Luo · Tianzhu Zhang |