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30 Results
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Poster
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Wed 9:00 |
Deep Compression of Pre-trained Transformer Models Naigang Wang · Chi-Chun (Charlie) Liu · Swagath Venkataramani · Sanchari Sen · Chia-Yu Chen · Kaoutar El Maghraoui · Vijayalakshmi (Viji) Srinivasan · Leland Chang |
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Poster
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Wed 9:00 |
Beyond neural scaling laws: beating power law scaling via data pruning Ben Sorscher · Robert Geirhos · Shashank Shekhar · Surya Ganguli · Ari Morcos |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Poster
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Wed 9:00 |
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco |
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Poster
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Thu 9:00 |
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite |
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Poster
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Tue 14:00 |
Pruning’s Effect on Generalization Through the Lens of Training and Regularization Tian Jin · Michael Carbin · Dan Roy · Jonathan Frankle · Gintare Karolina Dziugaite |
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Poster
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Thu 9:00 |
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation Ziyu Jiang · Xuxi Chen · Xueqin Huang · Xianzhi Du · Denny Zhou · Zhangyang Wang |
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Poster
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Wed 14:00 |
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions Murad Tukan · Loay Mualem · Alaa Maalouf |
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Poster
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SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization Chuanyang Zheng · zheyang li · Kai Zhang · Zhi Yang · Wenming Tan · Jun Xiao · Ye Ren · Shiliang Pu |
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Poster
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Thu 9:00 |
A Fast Post-Training Pruning Framework for Transformers Woosuk Kwon · Sehoon Kim · Michael Mahoney · Joseph Hassoun · Kurt Keutzer · Amir Gholami |
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Poster
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Thu 14:00 |
Robust Binary Models by Pruning Randomly-initialized Networks Chen Liu · Ziqi Zhao · Sabine Süsstrunk · Mathieu Salzmann |
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Poster
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Tue 14:00 |
Advancing Model Pruning via Bi-level Optimization Yihua Zhang · Yuguang Yao · Parikshit Ram · Pu Zhao · Tianlong Chen · Mingyi Hong · Yanzhi Wang · Sijia Liu |