Search All 2022 Events
 

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Poster
Thu 9:00 Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
Elias Frantar · Dan Alistarh
Poster
Wed 9:00 Sparse Probabilistic Circuits via Pruning and Growing
Meihua Dang · Anji Liu · Guy Van den Broeck
Poster
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
Poster
Wed 14:00 Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
Murad Tukan · Loay Mualem · Alaa Maalouf
Poster
Thu 9:00 A Fast Post-Training Pruning Framework for Transformers
Woosuk Kwon · Sehoon Kim · Michael Mahoney · Joseph Hassoun · Kurt Keutzer · Amir Gholami
Poster
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
Poster
Wed 9:00 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance
Edouard YVINEC · Arnaud Dapogny · Matthieu Cord · Kevin Bailly
Poster
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
Poster
Thu 14:00 Spatial Pruned Sparse Convolution for Efficient 3D Object Detection
Jianhui Liu · Yukang Chen · Xiaoqing Ye · Zhuotao Tian · Xiao Tan · Xiaojuan Qi
Poster
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
Poster
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
Poster
Structural Pruning via Latency-Saliency Knapsack
Maying Shen · Hongxu Yin · Pavlo Molchanov · Lei Mao · Jianna Liu · Jose M. Alvarez