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69 Results
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Workshop
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GIST: Distributed Training for Large-Scale Graph Convolutional Networks Cameron Wolfe · Jingkang Yang · Fangshuo Liao · Arindam Chowdhury · Chen Dun · Artun Bayer · Santiago Segarra · Anastasios Kyrillidis |
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Poster
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Tue 14:00 |
Toward Efficient Robust Training against Union of Gaurang Sriramanan · Maharshi Gor · Soheil Feizi |
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Poster
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Thu 9:00 |
Towards Efficient Post-training Quantization of Pre-trained Language Models Haoli Bai · Lu Hou · Lifeng Shang · Xin Jiang · Irwin King · Michael R Lyu |
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Poster
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Tue 14:00 |
Efficient Training of Low-Curvature Neural Networks Suraj Srinivas · Kyle Matoba · Himabindu Lakkaraju · François Fleuret |
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Poster
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Tue 9:00 |
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan · Yanyu Li · Sheng Li · Zhenglun Kong · Sergey Tulyakov · Xulong Tang · Yanzhi Wang · Jian Ren |
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Poster
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Tue 14:00 |
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models Mojan Javaheripi · Gustavo de Rosa · Subhabrata Mukherjee · Shital Shah · Tomasz Religa · Caio Cesar Teodoro Mendes · Sebastien Bubeck · Farinaz Koushanfar · Debadeepta Dey |
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Poster
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Wed 9:00 |
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training Pau de Jorge Aranda · Adel Bibi · Riccardo Volpi · Amartya Sanyal · Philip Torr · Gregory Rogez · Puneet Dokania |
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Workshop
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Using Informative Data Subsets for Efficient Training of Large Language Models: An Initial Study H S V N S Kowndinya Renduchintala · Krishnateja Killamsetty · Sumit Bhatia · Milan Aggarwal · Ganesh Ramakrishnan · Rishabh Iyer |
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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 |