Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks

Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks

AAAI Conference on Artificial Intelligence (AAAI), 2017

20 December 2017

Lei Zhang

ArXiv (abs)PDF HTML

Papers citing "Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks"

19 / 19 papers shown

Title
Continual Learning in the Frequency DomainNeural Information Processing Systems (NeurIPS), 2024 Ruiqi Liu Boyu Diao Libo Huang Zijia An Zhulin An Yongjun Xu VLM CLL 324 16 0 09 Oct 2024
Divergences in Color Perception between Deep Neural Networks and Humans E. Nadler Elise Darragh-Ford Bhargav Srinivasa Desikan Christian Conaway Mark Chu Tasker Hull Douglas Guilbeault 136 10 0 11 Sep 2023
WavPool: A New Block for Deep Neural Networks Samuel D. McDermott M. Voetberg Brian D. Nord 114 0 0 14 Jun 2023
Learning multi-scale local conditional probability models of imagesInternational Conference on Learning Representations (ICLR), 2023 Zahra Kadkhodaie Florentin Guth S. Mallat Eero P. Simoncelli DiffM 202 21 0 06 Mar 2023
Laplacian Pyramid-like Autoencoder Sangjun Han Taeil Hur Youngmi Hur 263 2 0 26 Aug 2022
Wavelet Score-Based Generative ModelingNeural Information Processing Systems (NeurIPS), 2022 Florentin Guth Simon Coste Valentin De Bortoli S. Mallat DiffM 233 76 0 09 Aug 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image TranslationComputer Vision and Pattern Recognition (CVPR), 2022 Linfeng Zhang Xin Chen Xiaobing Tu Pengfei Wan N. Xu Kaisheng Ma 207 82 0 12 Mar 2022
CNNs for JPEGs: A Study in Computational Cost Samuel Felipe dos Santos Andrii Zadaianchuk Jurandy Almeida 183 3 0 26 Dec 2020
Object Detection based on OcSaFPN in Aerial Images with Noise Chengyuan Li Jun Liu H. Hong Wenju Mao Chenjie Wang Chudi Hu X. Su B. Luo 165 4 0 18 Dec 2020
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs Shaoning Zeng Bob Zhang DiffM 89 2 0 14 May 2020
Efficient Crowd Counting via Structured Knowledge TransferACM Multimedia (ACM MM), 2020 Lingbo Liu Jiaqi Chen Hefeng Wu Tianshui Chen Guanbin Li Liang Lin 250 74 0 23 Mar 2020
A "Network Pruning Network" Approach to Deep Model CompressionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Vinay Kumar Verma Pravendra Singh Vinay P. Namboodiri Piyush Rai 3DPC VLM 123 10 0 15 Jan 2020
ThumbNet: One Thumbnail Image Contains All You Need for Recognition Chen Zhao Guohao Li 180 12 0 10 Apr 2019
ELASTIC: Improving CNNs with Dynamic Scaling Policies Huiyu Wang Aniruddha Kembhavi Ali Farhadi Alan Yuille Mohammad Rastegari 334 63 0 13 Dec 2018
Leveraging Filter Correlations for Deep Model Compression Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 209 74 0 26 Nov 2018
Low-resolution Face Recognition in the Wild via Selective Knowledge DistillationIEEE Transactions on Image Processing (IEEE TIP), 2018 Shiming Ge Shengwei Zhao Chenyu Li Jia Li CVBM 189 204 0 25 Nov 2018
Fine-Grained Representation Learning and Recognition by Exploiting Hierarchical Semantic Embedding Tianshui Chen Wenxi Wu Yuefang Gao Le Dong Xiaonan Luo Liang Lin 241 109 0 14 Aug 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer Jangho Kim Seonguk Park Nojun Kwak 334 612 0 14 Feb 2018
Learning Deep Similarity Models with Focus Ranking for Fabric Image RetrievalImage and Vision Computing (IVC), 2017 Daiguo Deng Ruomei Wang Hefeng Wu Huayong He Qi Li Xiaonan Luo 113 41 0 29 Dec 2017