Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification

11 October 2020

Yulin Wang

Gao Huang

Papers citing "Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification"

32 / 32 papers shown

Title
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency Qingyuan Wang Guoxin Wang B. Cardiff Deepu John 38 0 0 07 May 2025
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 48 1 0 16 Sep 2024
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation Zanlin Ni Yulin Wang Renping Zhou Rui Lu Jiayi Guo Jinyi Hu Zhiyuan Liu Yuan Yao Gao Huang 37 7 0 31 Aug 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 44 2 0 26 Mar 2024
Make A Long Image Short: Adaptive Token Length for Vision Transformers Yuqin Zhu Yichen Zhu ViT 72 17 0 05 Jul 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Z. Su Jiehua Zhang Tianpeng Liu Zhen Liu Shuanghui Zhang M. Pietikäinen Li Liu 27 2 0 13 Apr 2023
Adaptive Rotated Convolution for Rotated Object Detection Yifan Pu Yiru Wang Zhuofan Xia Yizeng Han Yulin Wang Weihao Gan Zidong Wang S. Song Gao Huang 23 76 0 14 Mar 2023
DWFormer: Dynamic Window transFormer for Speech Emotion Recognition Shuaiqi Chen Xiaofen Xing Weibin Zhang Weidong Chen Xiangmin Xu 33 15 0 03 Mar 2023
Deep Incubation: Training Large Models by Divide-and-Conquering Zanlin Ni Yulin Wang Jiangwei Yu Haojun Jiang Yu Cao Gao Huang VLM 18 11 0 08 Dec 2022
Boosted Dynamic Neural Networks Haichao Yu Haoxiang Li G. Hua Gao Huang Humphrey Shi 35 7 0 30 Nov 2022
RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora ViT MedIm 32 32 0 09 Nov 2022
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search Haichao Zhang Jiashi Li Xin Xia K. Hao Xuefeng Xiao 39 2 0 05 Nov 2022
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction Samrudhdhi B. Rangrej Kevin J Liang Tal Hassner James J. Clark 27 3 0 24 Oct 2022
Latency-aware Spatial-wise Dynamic Networks Yizeng Han Zhihang Yuan Yifan Pu Chenhao Xue S. Song Guangyu Sun Gao Huang 55 25 0 12 Oct 2022
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition Huabin Liu Weixian Lv John See W. Lin TTA 29 11 0 20 Jul 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 22 1 0 16 Jun 2022
A Closer Look at Branch Classifiers of Multi-exit Architectures Shaohui Lin Bo Ji Rongrong Ji Angela Yao 12 4 0 28 Apr 2022
E^2TAD: An Energy-Efficient Tracking-based Action Detector Xin Hu Zhenyu Wu Haoyuan Miao Siqi Fan Taiyu Long ... Pengcheng Pi Yi Wu Zhou Ren Zhangyang Wang G. Hua 24 2 0 09 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 39 48 0 31 Mar 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 79 49 0 09 Jan 2022
Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning Zhe Liu Yun Yvonna Li L. Yao Julian McAuley Sam Dixon 24 11 0 01 Dec 2021
DPT: Deformable Patch-based Transformer for Visual Recognition Zhiyang Chen Yousong Zhu Chaoyang Zhao Guosheng Hu Wei Zeng Jinqiao Wang Ming Tang ViT 16 98 0 30 Jul 2021
IA-RED $^2$ : Interpretability-Aware Redundancy Reduction for Vision Transformers Bowen Pan Yikang Shen Yi Ding Zhangyang Wang Rogerio Feris A. Oliva VLM ViT 39 153 0 23 Jun 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 19 141 0 22 Jun 2021
Dynamic Resolution Network Mingjian Zhu Kai Han Enhua Wu Qiulin Zhang Ying Nie Zhenzhong Lan Yunhe Wang OOD 35 49 0 05 Jun 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations Taojiannan Yang Sijie Zhu Matías Mendieta Pu Wang Ravikumar Balakrishnan Minwoo Lee T. Han M. Shah Cheng Chen 3DH OOD 28 22 0 14 May 2021
Adaptive Focus for Efficient Video Recognition Yulin Wang Zhaoxi Chen Haojun Jiang Shiji Song Yizeng Han Gao Huang 45 98 0 07 May 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks Le Yang Haojun Jiang Ruojin Cai Yulin Wang Shiji Song Gao Huang Qi Tian DD 25 64 0 09 Apr 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 30 225 0 16 Mar 2021
Regularizing Deep Networks with Semantic Data Augmentation Yulin Wang Gao Huang Shiji Song Xuran Pan Yitong Xia Cheng Wu 19 155 0 21 Jul 2020
Dynamic Region-Aware Convolution Jin Chen Xijun Wang Zichao Guo Xinming Zhang Jian Sun 21 116 0 27 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 297 10,225 0 16 Nov 2016