ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

11 August 2019

Papers citing "ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks"

50 / 171 papers shown

Title
RepQ: Generalizing Quantization-Aware Training for Re-Parametrized Architectures Anastasiia Prutianova Alexey Zaytsev Chung-Kuei Lee Fengyu Sun Ivan Koryakovskiy MQ 13 0 0 09 Nov 2023
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference Wenxuan Zeng Meng Li Haichuan Yang Wen-jie Lu Runsheng Wang Ru Huang 21 6 0 03 Nov 2023
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering Yuduo Wang Pedram Ghamisi 22 4 0 19 Oct 2023
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNets Zhicheng Cai Xiaohan Ding Qiu Shen Xun Cao 35 18 0 16 Oct 2023
A Survey of Graph and Attention Based Hyperspectral Image Classification Methods for Remote Sensing Data Aryan Vats Manan Suri 20 2 0 16 Oct 2023
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation S. Du Weixi Wang R. Guo Ruisheng Wang Yibin Tian Shengjun Tang 24 13 0 25 Sep 2023
ACNPU: A 4.75TOPS/W 1080P@30FPS Super Resolution Accelerator with Decoupled Asymmetric Convolution Tun-Hao Yang Tian-Sheuan Chang SupR 11 2 0 30 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 27 4 0 16 Aug 2023
Experts Weights Averaging: A New General Training Scheme for Vision Transformers Yongqian Huang Peng Ye Xiaoshui Huang Sheng Li Tao Chen Tong He Wanli Ouyang MoMe 26 8 0 11 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 38 3 0 07 Aug 2023
Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception Yuntao Liu Qian Huang Rongpeng Li Xianfu Chen Zhifeng Zhao Shuyuan Zhao Yongdong Zhu Honggang Zhang 29 11 0 31 Jul 2023
PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement Xinmeng Xu Weiping Tu Yuhong Yang 13 9 0 28 Jul 2023
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 34 177 0 18 Jul 2023
3D-SeqMOS: A Novel Sequential 3D Moving Object Segmentation in Autonomous Driving Qipeng Li Yuan Zhuang Yiwen Chen Jianzhu Huai Miaopeng Li Tianbing Ma Yufei Tang Xinlian Liang 3DPC 38 3 0 18 Jul 2023
Learning an Interpretable End-to-End Network for Real-Time Acoustic Beamforming Hao Liang Guanxing Zhou Xiaotong Tu A. Jakobsson Xinghao Ding Yue Huang AI4CE 18 1 0 19 Jun 2023
Efficient HDR Reconstruction from Real-World Raw Images Qirui Yang Yihao Liu Qihua Chen Huanjing Yue Kun Li Jingyu Yang 3DV 27 2 0 17 Jun 2023
FalconNet: Factorization for the Light-weight ConvNets Zhicheng Cai Qiu Shen 26 11 0 10 Jun 2023
Spatial Re-parameterization for N:M Sparsity Yu-xin Zhang Mingbao Lin Yunshan Zhong Mengzhao Chen Rongrong Ji 41 2 0 09 Jun 2023
ESTISR: Adapting Efficient Scene Text Image Super-resolution for Real-Scenes Minghao Fu Xin Man Yihan Xu Jie Shao 25 2 0 04 Jun 2023
SelFLoc: Selective Feature Fusion for Large-scale Point Cloud-based Place Recognition Qibo Qiu Haiming Gao Wenxiao Wang Zhiyi Su Tian Xie Wei Hua Xiaofei He 3DPC 25 2 0 01 Jun 2023
Learning a Single Convolutional Layer Model for Low Light Image Enhancement Yuantong Zhang Baoxin Teng Daiqin Yang Zhenzhong Chen Haichuan Ma Gang Li Wenpeng Ding 26 7 0 23 May 2023
NORM: Knowledge Distillation via N-to-One Representation Matching Xiaolong Liu Lujun Li Chao Li Anbang Yao 52 68 0 23 May 2023
VanillaNet: the Power of Minimalism in Deep Learning Hanting Chen Yunhe Wang Jianyuan Guo Dacheng Tao VLM 34 85 0 22 May 2023
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation Yizhe Ma Fangjian Lin Sitong Wu Sheng Tian Long Yu 37 12 0 01 May 2023
Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation Tianxiang Hao Hui Chen Yuchen Guo Guiguang Ding 42 16 0 30 Apr 2023
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network Chenlin Zhou Liutao Yu Zhaokun Zhou Zhengyu Ma Han Zhang Huihui Zhou Yonghong Tian 27 60 0 24 Apr 2023
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 41 6 0 13 Apr 2023
DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving Ju He Zhi-Qi Cheng Chenyang Li Wangmeng Xiang Binghui Chen Bin Luo Yifeng Geng Xuansong Xie AI4CE 18 20 0 30 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 37 153 0 24 Mar 2023
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency Vithursan Thangarasa Shreyas Saxena Abhay Gupta Sean Lie 28 3 0 21 Mar 2023
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking Zheng Qin Sanping Zhou Le Wang Jinghai Duan G. Hua Wei Tang VOT 24 72 0 18 Mar 2023
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval Yi Xie Huaidong Zhang Xuemiao Xu Jianqing Zhu Shengfeng He VLM 13 13 0 16 Mar 2023
Reparameterization through Spatial Gradient Scaling A. Detkov Mohammad Salameh Muhammad Fetrat Qharabagh Jialin Zhang Wei Lui Shangling Jui Di Niu 17 0 0 05 Mar 2023
Towards Efficient Visual Adaption via Structural Re-parameterization Gen Luo Minglang Huang Yiyi Zhou Xiaoshuai Sun Guannan Jiang Zhiyu Wang Rongrong Ji VLM VPVLM 14 78 0 16 Feb 2023
Time Series Forecasting via Semi-Asymmetric Convolutional Architecture with Global Atrous Sliding Window Yuanpeng He AI4TS 41 0 0 31 Jan 2023
Unlocking Deterministic Robustness Certification on ImageNet Kaiqin Hu Andy Zou Zifan Wang Klas Leino Matt Fredrikson OOD 21 12 0 29 Jan 2023
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway Guangyao Chen Peixi Peng Guoqi Li Yonghong Tian 29 23 0 27 Jan 2023
The Power of Linear Combinations: Learning with Random Convolutions Paul Gavrikov J. Keuper 35 2 0 26 Jan 2023
FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs Peng Tu Xu Xie Guo Ai Ming Ling Ya-Yao Huang Yefeng Zheng 24 9 0 17 Jan 2023
RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction Donghao Zhou Chunbin Gu Junde Xu Furui Liu Qiong Wang Guangyong Chen Pheng-Ann Heng MoE 13 4 0 20 Dec 2022
Make RepVGG Greater Again: A Quantization-aware Approach Xiangxiang Chu Liang Li Bo-Wen Zhang MQ 34 46 0 03 Dec 2022
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization Chengpeng Chen Zichao Guo Haien Zeng Pengfei Xiong Jian Dong 26 37 0 11 Nov 2022
What Makes Convolutional Models Great on Long Sequence Modeling? Yuhong Li Tianle Cai Yi Zhang De-huai Chen Debadeepta Dey VLM 34 95 0 17 Oct 2022
DRKF: Distilled Rotated Kernel Fusion for Efficient Rotation Invariant Descriptors in Local Feature Matching Ranran Huang Jiancheng Cai Chao Li Zhuoyuan Wu Xinmin Liu Z. Chai 24 0 0 22 Sep 2022
Restructurable Activation Networks Kartikeya Bhardwaj James Ward Caleb Tung Dibakar Gope Lingchuan Meng Igor Fedorov A. Chalfin P. Whatmough Danny Loh 25 5 0 17 Aug 2022
A One-Shot Reparameterization Method for Reducing the Loss of Tile Pruning on DNNs Yancheng Li Qingzhong Ai Fumihiko Ino 30 0 0 29 Jul 2022
Utilizing Excess Resources in Training Neural Networks Amit Henig Raja Giryes 45 0 0 12 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 27 6,236 0 06 Jul 2022
Rethinking Query-Key Pairwise Interactions in Vision Transformers Cheng-rong Li Yangxin Liu 34 0 0 01 Jul 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 31 146 0 29 Jun 2022