Domain-adaptive deep network compression

4 September 2017

Papers citing "Domain-adaptive deep network compression"

28 / 28 papers shown

Title
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Andreas Karathanasis John Violos I. Kompatsiaris Symeon Papadopoulos 27 0 0 29 Apr 2025
BackSlash: Rate Constrained Optimized Training of Large Language Models Jun Wu Jiangtao Wen Yuxing Han 34 0 0 23 Apr 2025
Are Visual Recognition Models Robust to Image Compression? Joao Maria Janeiro Stanislav Frolov Alaaeldin El-Nouby Jakob Verbeek VLM 13 4 0 10 Apr 2023
Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning Manas Gupta Efe Camci Vishandi Rudy Keneta Abhishek Vaidyanathan Ritwik Kanodia Chuan-Sheng Foo Wu Min Lin Jie 17 14 0 29 Sep 2022
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank Moonjung Eo Suhyun Kang Wonjong Rhee 11 1 0 30 Nov 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 27 18 0 30 Aug 2021
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering Yuzhen Qin Brittany Terese Fasy C. Wenk Brian Summa 9 4 0 25 May 2021
Model Pruning Based on Quantified Similarity of Feature Maps Zidu Wang Xue-jun Liu Long Huang Yuxiang Chen Yufei Zhang Zhikang Lin Rui Wang 13 16 0 13 May 2021
FFConv: Fast Factorized Convolutional Neural Network Inference on Encrypted Data Yu-Ching Lu Jie Lin Chao Jin Zhe Wang Min-man Wu Khin Mi Mi Aung Xiaoli Li 11 1 0 06 Feb 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation Jianze Liang Chengqi Zhao Mingxuan Wang Xipeng Qiu Lei Li CLL 11 4 0 19 Dec 2020
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 17 22 0 29 Sep 2020
Towards Modality Transferable Visual Information Representation with Optimal Model Compression Rongqun Lin Linwei Zhu Shiqi Wang Sam Kwong 14 2 0 13 Aug 2020
Ternary Feature Masks: zero-forgetting for task-incremental learning Marc Masana Tinne Tuytelaars Joost van de Weijer CLL 15 30 0 23 Jan 2020
Domain Adaptation Regularization for Spectral Pruning Laurent Dillard Yosuke Shinya Taiji Suzuki 8 1 0 26 Dec 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models Adria Ruiz Jakob Verbeek VLM 17 22 0 19 Aug 2019
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 29 16 0 23 Nov 2018
Statistical Characteristics of Deep Representations: An Empirical Investigation Daeyoung Choi Kyungeun Lee Changho Shin Stephen J. Roberts AI4TS 8 2 0 08 Nov 2018
Target Aware Network Adaptation for Efficient Representation Learning Yang Zhong Vladimir Li R. Okada A. Maki 11 6 0 02 Oct 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 16 122 0 10 Sep 2018
Extreme Network Compression via Filter Group Approximation Bo Peng Wenming Tan Zheyang Li Shun Zhang Di Xie Shiliang Pu 16 63 0 30 Jul 2018
Filter Distillation for Network Compression Xavier Suau Luca Zappella N. Apostoloff 11 38 0 20 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 11 1 0 08 Jul 2018
Full deep neural network training on a pruned weight budget Maximilian Golub G. Lemieux Mieszko Lis 20 28 0 11 Jun 2018
Training a Binary Weight Object Detector by Knowledge Transfer for Autonomous Driving Jiaolong Xu Peng Wang Hengzhang Yang Antonio M. López MQ 19 23 0 17 Apr 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li-Jia Li Song Han 31 1,339 0 10 Feb 2018
Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting Xialei Liu Marc Masana Luis Herranz Joost van de Weijer Antonio M. López Andrew D. Bagdanov CLL 26 269 0 08 Feb 2018
Deep Expander Networks: Efficient Deep Networks from Graph Theory Ameya Prabhu G. Varma A. Namboodiri GNN 19 70 0 23 Nov 2017
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,947 0 15 Dec 2014