ELASTIC: Improving CNNs with Dynamic Scaling Policies

13 December 2018

Papers citing "ELASTIC: Improving CNNs with Dynamic Scaling Policies"

29 / 29 papers shown

Title
MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms Seung-bin Kim Chan-yeong Lim Jungwoo Heo Ju-ho Kim Hyun-Seo Shin Kyo-Won Koo Ha-Jin Yu 42 0 0 11 Jun 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 31 1 0 05 Jun 2024
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference Changmin Jeon Seonjun Kim Juheon Yi Youngki Lee 28 1 0 12 Mar 2024
AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer Joon-Byum Kwon Sooyoung Kim Yuewei Lin Shinjae Yoo Jiook Cha 18 10 0 10 Dec 2023
DyRA: Portable Dynamic Resolution Adjustment Network for Existing Detectors Daeun Seo Hoeseok Yang Hyungshin Kim 28 0 0 28 Nov 2023
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions Jiaming Guo X. Zou Yu-Yi Chen Yi Liu Jia Hao Jianzhuang Liu Youliang Yan SupR 20 8 0 05 May 2023
Depth Super-Resolution from Explicit and Implicit High-Frequency Features Xin Qiao Chenyang Ge Youming Zhang Yanhui Zhou Fabio Tosi Matteo Poggi S. Mattoccia SupR MDE 19 6 0 16 Mar 2023
Boosted Dynamic Neural Networks Haichao Yu Haoxiang Li G. Hua Gao Huang Humphrey Shi 22 7 0 30 Nov 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention Yehui Tang Kai Han Jianyuan Guo Chang Xu Chaoting Xu Yunhe Wang 11 270 0 23 Nov 2022
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting Ying Chen Liang Qiao1 Zhanzhan Cheng Shiliang Pu Yi Niu Xi Li 17 2 0 14 Jul 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 141 75 0 11 Jul 2022
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency Tianshu Xie Xuan Cheng Minghui Liu Jiali Deng Xiaomin Wang Meilin Liu SupR 14 1 0 02 Dec 2021
UDIS: Unsupervised Discovery of Bias in Deep Visual Recognition Models Arvindkumar Krishnakumar Tong He Shengji Tang Judy Hoffman 13 30 0 29 Oct 2021
Scale-invariant scale-channel networks: Deep networks that generalise to previously unseen scales Ylva Jansson T. Lindeberg 11 23 0 11 Jun 2021
Dynamic Resolution Network Mingjian Zhu Kai Han Enhua Wu Qiulin Zhang Ying Nie Zhenzhong Lan Yunhe Wang OOD 14 49 0 05 Jun 2021
SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points Francesca Meneghello D. Garlisi Nicolò Dal Fabbro I. Tinnirello Michele Rossi 22 47 0 17 Mar 2021
Hard-Attention for Scalable Image Classification Athanasios Papadopoulos Pawel Korus N. Memon 60 25 0 20 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 13 619 0 09 Feb 2021
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj Zhengxu Xia Ganesh Ananthanarayanan Junchen Jiang Nikolaos Karianakis Yuanchao Shu Kevin Hsieh P. Bahl Ion Stoica 19 162 0 19 Dec 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 26 7 0 17 Nov 2020
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer Duo Li Anbang Yao Qifeng Chen 6 30 0 13 Jul 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Rajat Saini N. Jha B. K. Das Sparsh Mittal C.Krishna Mohan 8 83 0 26 Jun 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 12 656 0 17 Mar 2020
Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals E. Guizzo Tillman Weyde Jack Barnett Leveson 67 35 0 06 Mar 2020
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 14 3,047 0 27 Nov 2019
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder Hyojin Park Lars Lowe Sjösund Y. Yoo Nicolas Monet Jihwan Bang Nojun Kwak SSeg 4 23 0 20 Nov 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 19 19 0 29 May 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 14 551 0 10 Apr 2019
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016