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94 Results
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Workshop
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Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Yassir BENDOU · Bastien Pasdeloup · Giulia Lioi · Vincent Gripon · Fabien Cardinaux · Ghouthi BOUKLI HACENE · Lukas Mauch |
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Poster
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Thu 15:00 |
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning Kun Song · Huimin Ma · Bochao Zou · Huishuai Zhang · Weiran Huang |
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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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EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning Raja Sekhar Reddy Mekala · Yasaman Razeghi · Sameer Singh |
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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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Poster
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Thu 8:45 |
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang · Naisong Luo · Tianzhu Zhang |
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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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Workshop
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Improving few-shot learning-based protein engineering with evolutionary sampling Muhammad Zaki Jawaid · Aayushma Gautam · T. Gainous · Dan Hart · Robin Yeo · Timothy Daley |
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Workshop
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Group Preference Optimization: Few-Shot Alignment of Large Language Models Siyan Zhao · John Dang · Aditya Grover |
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Workshop
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Group Preference Optimization: Few-Shot Alignment of Large Language Models Siyan Zhao · John Dang · Aditya Grover |
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Workshop
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Fri 8:40 |
ExPT: Synthetic Pretraining for Few-Shot Experimental Design Tung Nguyen · Sudhanshu Agrawal · Aditya Grover |