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24 Results
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Poster
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Tue 9:00 |
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer |
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Workshop
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FiT: Parameter Efficient Few-shot Transfer Learning Aliaksandra Shysheya · John Bronskill · Massimiliano Patacchiola · Sebastian Nowozin · Richard Turner |
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Poster
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Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation Adrien Vacher · Francois-Xavier Vialard |
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Affinity Workshop
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Fast Parameter Tuning for Rule-base Planners towards Human-like Driving Shu Jiang · Szu-Hao Wu |
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Workshop
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Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic Soumajyoti Sarkar · Saab Mansour · Sailik Sengupta · Sheng Zha · Kaixiang Lin |
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Workshop
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DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low Rank Adaptation Mojtaba Valipour · Mehdi Rezaghoizadeh · Ivan Kobyzev · Ali Ghodsi |
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Workshop
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Fri 8:10 |
Contributed Talk 1: FiT: Parameter Efficient Few-shot Transfer Learning |
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Poster
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Sparse Structure Search for Delta Tuning Shengding Hu · Zhen Zhang · Ning Ding · Yadao Wang · Yasheng Wang · Zhiyuan Liu · Maosong Sun |
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Poster
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Tue 14:00 |
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning Yanpeng Sun · Qiang Chen · Xiangyu He · Jian Wang · Haocheng Feng · Junyu Han · Errui Ding · Jian Cheng · Zechao Li · Jingdong Wang |
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Poster
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Wed 9:00 |
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning Bolivar Solarte · Chin-Hsuan Wu · Yueh-Cheng Liu · Yi-Hsuan Tsai · Min Sun |
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Poster
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Wed 9:00 |
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian · Daquan Zhou · Jiashi Feng · Xinchao Wang |
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Poster
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Wed 14:00 |
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning WEICONG LIANG · YUHUI YUAN · Henghui Ding · Xiao Luo · Weihong Lin · Ding Jia · Zheng Zhang · Chao Zhang · Han Hu |