v1v2 (latest)

Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions

22 November 2017

Papers citing "Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions"

50 / 164 papers shown

Title
Beyond ImageNet: Understanding Cross-Dataset Robustness of Lightweight Vision Models Weidong Zhang Pak Lun Kevin Ding Huan Liu 127 0 0 01 Nov 2025
Deep Lookup NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yulan Guo Longguang Wang Wendong Mao Xiaoyu Dong Yingqian Wang Li Liu W. An 101 0 0 17 Sep 2025
Optimization of DNN-based HSI Segmentation FPGA-based SoC for ADS: A Practical ApproachACM Transactions on Embedded Computing Systems (ACM TECS), 2025 Jon Gutiérrez-Zaballa Koldo Basterretxea Javier Echanobe 87 1 0 22 Jul 2025
TS-SNN: Temporal Shift Module for Spiking Neural Networks Kairong Yu Tianqing Zhang Qi Xu Gang Pan Hongwei Wang 1.1K 2 0 07 May 2025
xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices Anjith George S´ebastien Marcel CVBM 240 1 0 28 Apr 2025
Efficient Dynamic Attention 3D Convolution for Hyperspectral Image Classification Guandong Li M. Ye 172 6 0 30 Mar 2025
Efficient Low-Resolution Face Recognition via Bridge DistillationIEEE Transactions on Image Processing (TIP), 2020 Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 227 70 0 18 Sep 2024
Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2020 Shiming Ge Kangkai Zhang Haolin Liu Yingying Hua Shengwei Zhao Xin Jin Hao Wen 196 30 0 09 Sep 2024
Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation Kangkai Zhang Shiming Ge Ruixin Shi Dan Zeng 213 20 0 04 Sep 2024
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection Le Yang Ziwei Zheng Yizeng Han Hao-Ran Cheng Shiji Song Gao Huang Fan Li 288 21 0 03 Jul 2024
ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation Yipin Guo Zihao Li Yilin Lang Qinyuan Ren 225 0 0 03 Jul 2024
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less ReparameterizationNeural Information Processing Systems (NeurIPS), 2024 Haoran You Yipin Guo Yichao Fu Wei Zhou Huihong Shi Xiaofan Zhang Souvik Kundu Amir Yazdanbakhsh Y. Lin KELM 348 25 0 10 Jun 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey Hou-I Liu Marco Galindo Hongxia Xie Lai-Kuan Wong Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 339 146 0 08 Apr 2024
$How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance$ How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalanceIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024 Hongkang Li Shuai Zhang Yihua Zhang Meng Wang Sijia Liu Pin-Yu Chen 247 7 0 12 Mar 2024
Mixer is more than just a model Qingfeng Ji Yuxin Wang Letong Sun 172 0 0 28 Feb 2024
Outlier-Aware Training for Low-Bit Quantization of Structural Re-Parameterized Networks Muqun Niu Yuan Ren Boyu Li Chenchen Ding BDL MQ 204 0 0 11 Feb 2024
Image Super-Resolution Reconstruction Network based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features Yuming Huang Yingpin Chen Changhui Wu Hanrong Xie Binhui Song SupR ViT 389 1 0 30 Dec 2023
The Road to On-board Change Detection: A Lightweight Patch-Level Change Detection Network via Exploring the Potential of Pruning and Pooling Lihui Xue Zhihao Wang Xueqian Wang Gang Li 237 2 0 16 Oct 2023
S2R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-ResolutionInternational Conference on Artificial Neural Networks (ICANN), 2023 Minghao She Wendong Mao Huihong Shi Zhongfeng Wang ViT 155 1 0 16 Aug 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable PrimitivesComputer Vision and Pattern Recognition (CVPR), 2023 Chuntao Ding Zhichao Lu Shangguang Wang Ran Cheng Vishnu Boddeti MoMe 215 26 0 03 Aug 2023
$Fully $1\times1$ Convolutional Network for Lightweight Image Super-Resolution$ Fully $1\times1$ Convolutional Network for Lightweight Image Super-ResolutionMachine Intelligence Research (MIR), 2023 Gang Wu Junjun Jiang Kui Jiang Xianming Liu SupR 147 27 0 30 Jul 2023
EdgeFace: Efficient Face Recognition Model for Edge DevicesIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023 Anjith George Christophe Ecabert Hatef Otroshi-Shahreza Ketan Kotwal S´ebastien Marcel CVBM 243 63 0 04 Jul 2023
Q-YOLO: Efficient Inference for Real-time Object DetectionAsian Conference on Pattern Recognition (ACPR), 2023 Mingze Wang H. Sun Jun Shi Xuhui Liu Baochang Zhang Xianbin Cao ObjD 155 16 0 01 Jul 2023
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 183 0 0 23 Jun 2023
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision TransformerNeural Information Processing Systems (NeurIPS), 2023 Haoran You Huihong Shi Yipin Guo Yingyan Lin Lin 543 20 0 10 Jun 2023
Efficient Mixed Transformer for Single Image Super-ResolutionEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023 Ling Zheng Jinchen Zhu Jinpeng Shi Shizhuang Weng 335 27 0 19 May 2023
Deep Convolutional Tables: Deep Learning without ConvolutionsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 S. Dekel Y. Keller Aharon Bar-Hillel 3DV 282 0 0 23 Apr 2023
Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair TrainingInternational Conference on Multimedia Retrieval (ICMR), 2023 Haram Choi Cheolwoong Na Jinseop S. Kim Jihoon Yang ViT 148 3 0 04 Apr 2023
A Heterogeneous Parallel Non-von Neumann Architecture System for Accurate and Efficient Machine Learning Molecular DynamicsIEEE Transactions on Circuits and Systems Part 1: Regular Papers (TCAS-I), 2023 Zhuoying Zhao Ziling Tan Pinghui Mo Xiaonan Wang Dan Zhao Xin Zhang Ming Tao Jie Liu 132 5 0 26 Mar 2023
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting Zhichen Lai Dalin Zhang Huan Li Christian S. Jensen Hua Lu Yan Zhao AI4TS 181 50 0 23 Feb 2023
The Power of Linear Combinations: Learning with Random Convolutions Paul Gavrikov J. Keuper 244 2 0 26 Jan 2023
FSCNN: A Fast Sparse Convolution Neural Network Inference System Bo Ji Tianyi Chen 128 3 0 17 Dec 2022
Atrous Space Bender U-Net (ASBU-Net/LogiNet) Anurag Bansal O. Ostap Miguel Maestre Trueba Kristopher Perry SSeg 222 1 0 16 Dec 2022
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks Huihong Shi Haoran You Yang Zhao Zhongfeng Wang Yingyan Lin 221 7 0 24 Oct 2022
Linear Video Transformer with Feature Fixation Kaiyue Lu Zexia Liu Jianyuan Wang Weixuan Sun Zhen Qin ... Xuyang Shen Huizhong Deng Xiaodong Han Yuchao Dai Yiran Zhong 188 6 0 15 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and OpportunitiesJournal of machine learning research (JMLR), 2022 Brian Bartoldson B. Kailkhura Davis W. Blalock 284 64 0 13 Oct 2022
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost ProxiesNeural Information Processing Systems (NeurIPS), 2022 Arjun Krishnakumar Colin White Arber Zela Renbo Tu Mahmoud Safari Katharina Eggensperger 287 56 0 06 Oct 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented PerspectiveIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 359 129 0 27 Sep 2022
Towards Accurate Binary Neural Networks via Modeling Contextual DependenciesEuropean Conference on Computer Vision (ECCV), 2022 Xingrun Xing Yangguang Li Wei Li Wenrui Ding Yalong Jiang Yufeng Wang Jinghua Shao Chunlei Liu Xianglong Liu MQ 180 9 0 03 Sep 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 202 1 0 23 Aug 2022
A Simple Baseline for Video Restoration with Grouped Spatial-temporal ShiftComputer Vision and Pattern Recognition (CVPR), 2022 Dasong Li Xiaoyu Shi Yuanhang Zhang Ka Chun Cheung Simon See Xiaogang Wang Hongwei Qin Jiaming Song VGen 217 84 0 22 Jun 2022
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural NetworksInternational Conference on Machine Learning (ICML), 2022 Y. Fu Haichuan Yang Jiayi Yuan Meng Li Cheng Wan Raghuraman Krishnamoorthi Vikas Chandra Yingyan Lin 345 25 0 02 Jun 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural NetworksInternational Conference on Machine Learning (ICML), 2022 Haoran You Baopu Li Huihong Shi Y. Fu Yingyan Lin 341 19 0 17 May 2022
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Joonhyun Jeong Beomyoung Kim Joonsang Yu Y. Yoo CVBM 252 7 0 04 Apr 2022
Vision Transformer with Cross-attention by Temporal Shift for Efficient Action RecognitionAsian Conference on Computer Vision (ACCV), 2022 Ryota Hashiguchi Toru Tamaki 219 6 0 01 Apr 2022
Online Continual Learning for Embedded Devices Tyler L. Hayes Christopher Kanan CLL 306 65 0 21 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolutionEuropean Conference on Computer Vision (ECCV), 2022 Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 190 390 0 13 Mar 2022
Shift-Memory Network for Temporal Scene Segmentation Guo Cheng J. Zheng 242 0 0 17 Feb 2022
HAA4D: Few-Shot Human Atomic Action Recognition via 3D Spatio-Temporal Skeletal Alignment Mu-Ruei Tseng Abhishek Gupta Chi-Keung Tang Yu-Wing Tai 3DH 160 7 0 15 Feb 2022
Learning Features with Parameter-Free LayersInternational Conference on Learning Representations (ICLR), 2022 Dongyoon Han Y. Yoo Beomyoung Kim Byeongho Heo 264 9 0 06 Feb 2022