Designing Network Design Spaces

30 March 2020

Piotr Dollár

Papers citing "Designing Network Design Spaces"

50 / 398 papers shown

Title
UMSNet: An Universal Multi-sensor Network for Human Activity Recognition Jialiang Wang Hao Wei Yi Wang Shujia Yang Chi Li HAI 28 1 0 24 May 2022
DcnnGrasp: Towards Accurate Grasp Pattern Recognition with Adaptive Regularizer Learning Xiaoqin Zhang Ziwei Huang Jingjing Zheng Shuo Wang Xianta Jiang 21 2 0 11 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Hongsheng Li Georgios Tzimiropoulos Brais Martínez ViT 36 183 0 06 May 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 31 78 0 04 May 2022
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers Xianing Chen Qiong Cao Yujie Zhong Jing Zhang Shenghua Gao Dacheng Tao ViT 40 76 0 27 Apr 2022
RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization Hongyi Yao Pu Li Jian Cao Xiangcheng Liu Chenying Xie Bin Wang MQ 32 12 0 26 Apr 2022
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 33 1 0 25 Apr 2022
MiniViT: Compressing Vision Transformers with Weight Multiplexing Jinnian Zhang Houwen Peng Kan Wu Mengchen Liu Bin Xiao Jianlong Fu Lu Yuan ViT 28 124 0 14 Apr 2022
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems Xin Dong B. D. Salvo Meng Li Chiao Liu Zhongnan Qu H. T. Kung Ziyun Li 3DGS 34 20 0 10 Apr 2022
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results T. Ridnik Hussam Lawen Emanuel Ben-Baruch Asaf Noy 45 11 0 07 Apr 2022
MixFormer: Mixing Features across Windows and Dimensions Qiang Chen Qiman Wu Jian Wang Qinghao Hu T. Hu Errui Ding Jian Cheng Jingdong Wang MDE ViT 31 103 0 06 Apr 2022
Improving Vision Transformers by Revisiting High-frequency Components Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li Wen Liu ViT 16 90 0 03 Apr 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 26 40 0 29 Mar 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 24 31 0 29 Mar 2022
Brain-inspired Multilayer Perceptron with Spiking Neurons Wenshuo Li Hanting Chen Jianyuan Guo Ziyang Zhang Yunhe Wang 35 35 0 28 Mar 2022
Facial Expression Classification using Fusion of Deep Neural Network in Video for the 3rd ABAW3 Competition Kim Ngan Phan Hong Hai Nguyen V. Huynh Soo-Hyung Kim CVBM 41 12 0 24 Mar 2022
An Ensemble Approach for Facial Expression Analysis in Video H. Nguyen V. Huynh Soo-Hyung Kim CVBM 35 21 0 24 Mar 2022
Beyond Fixation: Dynamic Window Visual Transformer Pengzhen Ren Changlin Li Guangrun Wang Yun Xiao Qing Du Xiaodan Liang Qing Du Xiaodan Liang Xiaojun Chang ViT 36 32 0 24 Mar 2022
Training-free Transformer Architecture Search Qinqin Zhou Kekai Sheng Xiawu Zheng Ke Li Xing Sun Yonghong Tian Jie Chen Rongrong Ji ViT 50 46 0 23 Mar 2022
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer Rui Yang Hailong Ma Jie Wu Yansong Tang Xuefeng Xiao Min Zheng Xiu Li ViT 19 53 0 21 Mar 2022
Domain Generalization by Mutual-Information Regularization with Pre-trained Models Junbum Cha Kyungjae Lee Sungrae Park Sanghyuk Chun OOD 35 131 0 21 Mar 2022
Deep Transformers Thirst for Comprehensive-Frequency Data R. Xia Chao Xue Boyu Deng Fang Wang Jingchao Wang ViT 27 0 0 14 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 49 529 0 13 Mar 2022
QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization Xiuying Wei Ruihao Gong Yuhang Li Xianglong Liu F. Yu MQ VLM 19 168 0 11 Mar 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention Kai Liu Tianyi Wu Cong Liu Guodong Guo ViT 41 17 0 08 Mar 2022
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild Xuefeng Du Xin Eric Wang Gabriel Gozum Yixuan Li OODD 43 91 0 08 Mar 2022
Evaluating Object (mis)Detection from a Safety and Reliability Perspective: Discussion and Measures Andrea Ceccarelli Leonardo Montecchi 27 10 0 04 Mar 2022
Adaptive Discriminative Regularization for Visual Classification Qingsong Zhao Yi Wang Shuguang Dou Chen Gong Yin Wang Cairong Zhao 29 0 0 02 Mar 2022
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings Wen-Rang Zhang Xinxin Di Guodong Wei Shijia Geng Zhaoji Fu linda Qiao UQCV BDL 21 2 0 26 Feb 2022
A Simple Self-Supervised ECG Representation Learning Method via Manipulated Temporal-Spatial Reverse Detection Wen-Rang Zhang Shijia Geng linda Qiao 18 29 0 25 Feb 2022
Amodal Panoptic Segmentation Rohit Mohan Abhinav Valada 42 43 0 23 Feb 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 24 639 0 20 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 28 110 0 16 Feb 2022
Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou 22 14 0 14 Feb 2022
Energy awareness in low precision neural networks Nurit Spingarn-Eliezer Ron Banner Elad Hoffer Hilla Ben-Yaacov T. Michaeli 41 0 0 06 Feb 2022
Accelerating DNN Training with Structured Data Gradient Pruning Bradley McDanel Helia Dinh J. Magallanes 19 7 0 01 Feb 2022
BOAT: Bilateral Local Attention Vision Transformer Tan Yu Gangming Zhao Ping Li Yizhou Yu ViT 38 27 0 31 Jan 2022
Benchmarking Resource Usage for Efficient Distributed Deep Learning Nathan C. Frey Baolin Li Joseph McDonald Dan Zhao Michael Jones David Bestor Devesh Tiwari V. Gadepally S. Samsi 37 9 0 28 Jan 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 43 44 0 28 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 162 360 0 24 Jan 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection Daniel Rho Jinhyeok Park J. Ko 53 6 0 22 Jan 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition Chao-Yuan Wu Yanghao Li K. Mangalam Haoqi Fan Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 48 198 0 20 Jan 2022
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning Kunchang Li Yali Wang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 52 238 0 12 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 42 4,989 0 10 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 19 102 0 10 Jan 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
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 171 156 0 08 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Bo Li Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 39 96 0 07 Jan 2022
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention Sitong Wu Tianyi Wu Hao Hao Tan G. Guo ViT 36 70 0 28 Dec 2021
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Hervé Jégou ViT 38 47 0 27 Dec 2021