CycleMLP: A MLP-like Architecture for Dense Prediction

21 July 2021

Papers citing "CycleMLP: A MLP-like Architecture for Dense Prediction"

50 / 127 papers shown

Title
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 26 3 0 23 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 32 779 0 07 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 48 49 0 02 Mar 2023
Delivering Arbitrary-Modal Semantic Segmentation Jiaming Zhang R. Liu Haowen Shi Kailun Yang Simon Reiß Kunyu Peng Haodong Fu Kaiwei Wang Rainer Stiefelhagen VLM 45 88 0 02 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 26 6 0 16 Feb 2023
AOP-Net: All-in-One Perception Network for Joint LiDAR-based 3D Object Detection and Panoptic Segmentation Yixuan Xu H. Fazlali Y. Ren Bingbing Liu 3DPC 10 3 0 02 Feb 2023
Computationally Efficient 3D MRI Reconstruction with Adaptive MLP Eric Z. Chen Chi Zhang Xiao Chen Yikang Liu Terrence Chen Shanhui Sun MedIm 25 4 0 21 Jan 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 27 8 0 29 Dec 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 34 129 0 22 Nov 2022
ISG: I can See Your Gene Expression Yan Yang Liyuan Pan Liu Liu Eric A. Stone VLM 23 1 0 30 Oct 2022
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction Yan Yang Md. Zakir Hossain Eric A. Stone Shafin Rahman AI4TS 31 15 0 30 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 40 156 0 24 Oct 2022
Alignment-guided Temporal Attention for Video Action Recognition Yizhou Zhao Zhenyang Li Xun Guo Yan Lu 20 14 0 30 Sep 2022
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies Xingrun Xing Yangguang Li Wei Li Wenrui Ding Yalong Jiang Yufeng Wang Jinghua Shao Chunlei Liu Xianglong Liu MQ 11 8 0 03 Sep 2022
ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers Yutong Xie Jianpeng Zhang Yong-quan Xia Anton Van Den Hengel Qi Wu 33 6 0 28 Aug 2022
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window Mocho Go Hideyuki Tachibana ViT 34 9 0 24 Aug 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 29 1 0 23 Aug 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 23 9 0 23 Aug 2022
giMLPs: Gate with Inhibition Mechanism in MLPs Cheng Kang Jindich Prokop Lei Tong Huiyu Zhou Yong Hu Daneil Novak 26 0 0 01 Aug 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection Andrea Codegoni G. Lombardi Alessandro Ferrari 33 46 0 26 Jul 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 31 36 0 25 Jul 2022
SplitMixer: Fat Trimmed From MLP-like Models Ali Borji Sikun Lin 23 3 0 21 Jul 2022
Parameterization of Cross-Token Relations with Relative Positional Encoding for Vision MLP Zhicai Wang Y. Hao Xingyu Gao Hao Zhang Shuo Wang Tingting Mu Xiangnan He 21 8 0 15 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 31 21 0 12 Jul 2022
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation Wenhao Li Hong Liu Tianyu Guo Runwei Ding Haoling Tang 3DH 21 27 0 13 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 35 15 0 13 Jun 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 23 347 0 02 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 21 21 0 02 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 15 352 0 01 Jun 2022
MDMLP: Image Classification from Scratch on Small Datasets with MLP Tianxu Lv Chongyang Bai Chaojie Wang 26 5 0 28 May 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 149 638 0 26 May 2022
PointVector: A Vector Representation In Point Cloud Analysis Xin Deng Wenyu Zhang Qing Ding Xinming Zhang 3DPC 45 28 0 21 May 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 16 78 0 04 May 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume Jianye Pang Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao ViT MedIm 28 11 0 14 Apr 2022
DaViT: Dual Attention Vision Transformers Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 42 240 0 07 Apr 2022
Brain-inspired Multilayer Perceptron with Spiking Neurons Wenshuo Li Hanting Chen Jianyuan Guo Ziyang Zhang Yunhe Wang 30 35 0 28 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization Kecheng Zheng Yang Cao Kai Zhu Ruijing Zhao Zhengjun Zha 30 5 0 24 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 33 263 0 22 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Jiaming Zhang Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 21 9 0 19 Mar 2022
CrowdMLP: Weakly-Supervised Crowd Counting via Multi-Granularity MLP Mingjie Wang Jun Zhou Hao Cai Minglun Gong 20 29 0 15 Mar 2022
Active Token Mixer Guoqiang Wei Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 24 15 0 11 Mar 2022
Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs Jingfei Xia Mingchen Zhuge Tiantian Geng Shun Fan Yuantai Wei Zhenyu He Feng Zheng 23 14 0 08 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Chaoxiang Ma Simon Reiß Kunyu Peng Rainer Stiefelhagen ViT 29 74 0 02 Mar 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang D. Shen ViT MedIm 28 255 0 24 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
Image-to-Image MLP-mixer for Image Reconstruction Youssef Mansour Kang Lin Reinhard Heckel SupR 31 15 0 04 Feb 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
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism Guangting Wang Yucheng Zhao Chuanxin Tang Chong Luo Wenjun Zeng 22 68 0 26 Jan 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 225 402 0 24 Jan 2022
PyramidTNT: Improved Transformer-in-Transformer Baselines with Pyramid Architecture Kai Han Jianyuan Guo Yehui Tang Yunhe Wang ViT 31 22 0 04 Jan 2022