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25 Results
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Poster
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Thu 9:00 |
Asymptotic Properties for Bayesian Neural Network in Besov Space Kyeongwon Lee · Jaeyong Lee |
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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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Thu 9:00 |
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting Alex Ororbia · Ankur Mali · C Lee Giles · Daniel Kifer |
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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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Tue 14:00 |
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost Sungjun Cho · Seonwoo Min · Jinwoo Kim · Moontae Lee · Honglak Lee · Seunghoon Hong |
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Poster
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Wed 14:00 |
Accelerating Sparse Convolution with Column Vector-Wise Sparsity Yijun Tan · Kai Han · Kang Zhao · Xianzhi Yu · Zidong Du · Yunji Chen · Yunhe Wang · Jun Yao |
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Poster
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Thu 14:00 |
On the Identifiability of Nonlinear ICA: Sparsity and Beyond Yujia Zheng · Ignavier Ng · Kun Zhang |
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Poster
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Wed 9:00 |
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression Liangzu Peng · Christian Kümmerle · Rene Vidal |
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Poster
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Thu 9:00 |
Sparsity in Continuous-Depth Neural Networks Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus |
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Poster
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Tue 14:00 |
Learning Best Combination for Efficient N:M Sparsity Yuxin Zhang · Mingbao Lin · ZhiHang Lin · Yiting Luo · Ke Li · Fei Chao · Yongjian Wu · Rongrong Ji |
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Poster
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Thu 9:00 |
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems Jan Harold Alcantara · Ching-pei Lee |
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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 |