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Learnable Embedding Space for Efficient Neural Architecture Compression

1 February 2019

Shengcao Cao

Xiaofang Wang

Kris Kitani

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Papers citing "Learnable Embedding Space for Efficient Neural Architecture Compression"

23 / 23 papers shown

Title
Robustifying and Boosting Training-Free Neural Architecture Search Zhenfeng He Yao Shu Zhongxiang Dai K. H. Low 74 1 0 12 Mar 2024
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML M. Deutel G. Kontes Christopher Mutschler Jürgen Teich 204 0 0 23 May 2023
HERD: Continuous Human-to-Robot Evolution for Learning from Human Demonstration Xingyu Liu Deepak Pathak Kris Kitani 68 7 0 08 Dec 2022
CWP: Instance complexity weighted channel-wise soft masks for network pruning Jiapeng Wang Ming Ma Zhenhua Yu 73 0 0 08 Sep 2022
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation Sumanth Chennupati Mohammad Mahdi Kamani Zhongwei Cheng Lin Chen 76 4 0 19 Oct 2021
Neighborhood-Aware Neural Architecture Search Xiaofang Wang Shengcao Cao Mengtian Li Kris Kitani 165 6 0 13 May 2021
Streaming Self-Training via Domain-Agnostic Unlabeled Images Zhiqiu Lin Deva Ramanan Aayush Bansal LRM 61 5 0 07 Apr 2021
Enhanced Gradient for Differentiable Architecture Search Haichao Zhang K. Hao Lei Gao Xue-song Tang Bing Wei 22 7 0 23 Mar 2021
Towards Accurate and Compact Architectures via Neural Architecture Transformer Yong Guo Yin Zheng Mingkui Tan Qi Chen Zhipeng Li Jian Chen P. Zhao Junzhou Huang ViT MQ 57 38 0 20 Feb 2021
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models Xiaofang Wang Dan Kondratyuk Eric Christiansen Kris Kitani Y. Alon Elad Eban 100 49 0 03 Dec 2020
Large Scale Neural Architecture Search with Polyharmonic Splines Ulrich Finkler Michele Merler Yikang Shen Mayoore S. Jaiswal Hui Wu ... Chun-Fu Chen Minsik Cho David S. Kung Rogerio Feris Bishwaranjan Bhattacharjee AI4CE 33 1 0 20 Nov 2020
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Xiaofang Wang Xuehan Xiong Maxim Neumann A. Piergiovanni Michael S. Ryoo A. Angelova Kris Kitani Wei Hua 94 51 0 23 Jul 2020
Improving task-specific representation via 1M unlabelled images without any extra knowledge Aayush Bansal SSL VLM 22 2 0 24 Jun 2020
Population-Based Black-Box Optimization for Biological Sequence Design Christof Angermüller David Belanger Andreea Gane Zelda E. Mariet David Dohan Kevin Patrick Murphy Lucy J. Colwell D. Sculley 102 134 0 05 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 145 684 0 01 Jun 2020
Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search Aditya Rawal Joel Lehman F. Such Jeff Clune Kenneth O. Stanley AI4CE 66 6 0 27 May 2020
Data-Driven Compression of Convolutional Neural Networks Ramit Pahwa Manoj Ghuhan Arivazhagan Ankur Garg S. Krishnamoorthy Rohit Saxena Sunav Choudhary 32 3 0 28 Nov 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures Yong Guo Yin Zheng Mingkui Tan Qi Chen Jian Chen P. Zhao Junzhou Huang 151 85 0 31 Oct 2019
One-Shot Neural Architecture Search via Compressive Sensing Minsu Cho Mohammadreza Soltani Chinmay Hegde 62 17 0 07 Jun 2019
Zero-shot task adaptation by homoiconic meta-mapping Andrew Kyle Lampinen James L. McClelland 59 1 0 23 May 2019
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints Mengtian Li Ersin Yumer Deva Ramanan 72 49 0 12 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 100 259 0 04 May 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 99 727 0 20 Feb 2019