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135 Results
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Poster
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Wed 7:30 |
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training Joya Chen · Kai Xu · Yuhui Wang · Yifei Cheng · Angela Yao |
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Poster
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Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations Ziyu Jiang · Yinpeng Chen · mengchen liu · Dongdong Chen · Xiyang Dai · Lu Yuan · Zicheng Liu · Zhangyang Wang |
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Poster
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On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning Sicong Liu · Xi Zhang · Yushuo Li · Yifan Zhang · Jian Cheng |
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Poster
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A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen · Chris Junchi Li · Angela Yuan · Quanquan Gu · Michael Jordan |
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Poster
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Moderate Coreset: A Universal Method of Data Selection for Real-world Data-efficient Deep Learning Xiaobo Xia · Jiale Liu · Jun Yu · Xu Shen · Bo Han · Tongliang Liu |
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Poster
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Tue 7:30 |
Learning with Auxiliary Activation for Memory-Efficient Training Sunghyeon Woo · Dongsuk Jeon |
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Workshop
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Thu 1:00 |
Panel: Resource-efficient Machine Learning |
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Workshop
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JumpStyle: A Framework for Data-Efficient Online Adaptation Aakash Singh · Manogna Sreenivas · Soma Biswas |
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Workshop
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Thu 4:00 |
SemDeDup: Data-efficient learning at web-scale through semantic deduplication Amro Kamal · Kushal Tirumala · Daniel Simig · Surya Ganguli · Ari Morcos |
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Workshop
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Thu 4:00 |
Simple Hardware-Efficient Long Convolutions for Sequence Modeling Dan Fu · Elliot Epstein · Eric Nguyen · Armin Thomas · Michael Zhang · Tri Dao · Atri Rudra · Christopher Re |
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Poster
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Parameter-Efficient Fine-Tuning Design Spaces Jiaao Chen · Aston Zhang · Xingjian Shi · Mu Li · Alex Smola · Diyi Yang |
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Poster
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Tue 7:30 |
Transformers are Sample-Efficient World Models Vincent Micheli · Eloi Alonso · François Fleuret |