Sparse Transfer Learning via Winning Lottery Tickets

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Sparse Transfer Learning via Winning Lottery Tickets

19 May 2019

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Papers citing "Sparse Transfer Learning via Winning Lottery Tickets"

18 / 18 papers shown

Title
Uncovering the Hidden Cost of Model Compression Diganta Misra Muawiz Chaudhary Agam Goyal Bharat Runwal Pin-Yu Chen VLM 97 0 0 29 Aug 2023
Rethinking Graph Lottery Tickets: Graph Sparsity Matters Bo Hui Jocelyn M Mora Adrian Dalca I. Aganj 110 24 0 03 May 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 161 80 0 22 Feb 2023
Considering Layerwise Importance in the Lottery Ticket Hypothesis Benjamin Vandersmissen José Oramas 86 1 0 22 Feb 2023
AP: Selective Activation for De-sparsifying Pruned Neural Networks Shiyu Liu Rohan Ghosh Dylan Tan Mehul Motani AAML 69 0 0 09 Dec 2022
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks Shiyu Liu Rohan Ghosh John Tan Chong Min Mehul Motani 83 0 0 09 Dec 2022
Exploring Lottery Ticket Hypothesis in Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Ruokai Yin Priyadarshini Panda 143 48 0 04 Jul 2022
S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks Shiyu Liu Chong Min John Tan Mehul Motani CLL 66 4 0 17 Oct 2021
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? Xiaolong Ma Geng Yuan Xuan Shen Tianlong Chen Xuxi Chen ... Ning Liu Minghai Qin Sijia Liu Zhangyang Wang Yanzhi Wang 159 65 0 01 Jul 2021
Towards Understanding Iterative Magnitude Pruning: Why Lottery Tickets Win Jaron Maene Mingxiao Li Marie-Francine Moens 70 15 0 13 Jun 2021
Efficient Lottery Ticket Finding: Less Data is More Zhenyu Zhang Xuxi Chen Tianlong Chen Zhangyang Wang 116 54 0 06 Jun 2021
GANs Can Play Lottery Tickets Too Xuxi Chen Zhenyu Zhang Yongduo Sui Tianlong Chen GAN 87 58 0 31 May 2021
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zhangyang Wang 99 123 0 12 Dec 2020
The Lottery Ticket Hypothesis for Object Recognition Sharath Girish Shishira R. Maiya Kamal Gupta Hao Chen L. Davis Abhinav Shrivastava 144 61 0 08 Dec 2020
Winning Lottery Tickets in Deep Generative Models Neha Kalibhat Yogesh Balaji Soheil Feizi WIGM 103 42 0 05 Oct 2020
Data-dependent Pruning to find the Winning Lottery Ticket Dániel Lévai Zsolt Zombori UQCV 30 0 0 25 Jun 2020
Calibrate and Prune: Improving Reliability of Lottery Tickets Through Prediction Calibration Bindya Venkatesh Jayaraman J. Thiagarajan Kowshik Thopalli P. Sattigeri 84 14 0 10 Feb 2020
Winning the Lottery with Continuous Sparsification Pedro H. P. Savarese Hugo Silva Michael Maire 103 137 0 10 Dec 2019