Toward Transformer-Based Object Detection

17 December 2020

Papers citing "Toward Transformer-Based Object Detection"

39 / 39 papers shown

Title
Genetic Information Analysis of Age-Related Macular Degeneration Fellow Eye Using Multi-Modal Selective ViT Yoichi Furukawa Satoshi Kamiya Yoichi Sakurada Kenji Kashiwagi Kazuhiro Hotta 21 0 0 17 Sep 2024
SwinSF: Image Reconstruction from Spatial-Temporal Spike Streams Liangyan Jiang Chuang Zhu Yanxu Chen 52 2 0 22 Jul 2024
Attacking Transformers with Feature Diversity Adversarial Perturbation Chenxing Gao Hang Zhou Junqing Yu Yuteng Ye Jiale Cai Junle Wang Wei Yang AAML 32 3 0 10 Mar 2024
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 24 8 0 16 Oct 2023
Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition Weidong Chen Xiaofen Xing Peihao Chen Xiangmin Xu VLM 28 35 0 20 Jul 2023
Exploring Efficient Few-shot Adaptation for Vision Transformers C. Xu Siqian Yang Yabiao Wang Zhanxiong Wang Yanwei Fu Xiangyang Xue 29 16 0 06 Jan 2023
Edge Enhanced Image Style Transfer via Transformers Chi Zhang Jun Yang Zaiyan Dai Peng-Xia Cao 11 10 0 02 Jan 2023
DExT: Detector Explanation Toolkit Deepan Padmanabhan Paul G. Plöger Octavio Arriaga Matias Valdenegro-Toro 30 2 0 21 Dec 2022
Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification Jiacheng Li Menglin Wang Xiaojin Gong ViT 19 16 0 22 Nov 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 31 81 0 26 Oct 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention Chi Zhang Xiaogang Xu Lei Wang Zaiyan Dai Jun Yang ViT 29 23 0 22 Oct 2022
Centralized Feature Pyramid for Object Detection Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 26 147 0 05 Oct 2022
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xueye Zheng Yuan Luo Hao Wang Chong Fu Lin Wang ViT 36 17 0 06 Sep 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 17 36 0 23 Jul 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 50 525 0 13 Jun 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 26 187 0 25 May 2022
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection Yuxin Fang Shusheng Yang Shijie Wang Yixiao Ge Ying Shan Xinggang Wang 23 55 0 06 Apr 2022
Fine-tuning Image Transformers using Learnable Memory Mark Sandler A. Zhmoginov Max Vladymyrov Andrew Jackson ViT 21 47 0 29 Mar 2022
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness Giulio Lovisotto Nicole Finnie Mauricio Muñoz Chaithanya Kumar Mummadi J. H. Metzen AAML ViT 22 32 0 25 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 31 40 0 24 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 27 28 0 24 Mar 2022
How to Understand Masked Autoencoders Shuhao Cao Peng-Tao Xu David A. Clifton 29 40 0 08 Feb 2022
A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation Wuyang Chen Xianzhi Du Fan Yang Lucas Beyer Xiaohua Zhai ... Huizhong Chen Jing Li Xiaodan Song Zhangyang Wang Denny Zhou ViT 23 20 0 17 Dec 2021
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 48 677 0 02 Dec 2021
CT-block: a novel local and global features extractor for point cloud Shangwei Guo Jun Li Zhengchao Lai Xiantong Meng Shaokun Han ViT 3DPC 19 2 0 30 Nov 2021
On the Integration of Self-Attention and Convolution Xuran Pan Chunjiang Ge Rui Lu S. Song Guanfu Chen Zeyi Huang Gao Huang SSL 38 287 0 29 Nov 2021
Benchmarking Detection Transfer Learning with Vision Transformers Yanghao Li Saining Xie Xinlei Chen Piotr Dollar Kaiming He Ross B. Girshick 17 164 0 22 Nov 2021
TRIG: Transformer-Based Text Recognizer with Initial Embedding Guidance Yuefeng Tao Zhiwei Jia Runze Ma Shugong Xu ViT 17 6 0 16 Nov 2021
STC speaker recognition systems for the NIST SRE 2021 Anastasia Avdeeva Aleksei Gusev Igor Korsunov Alexander Kozlov G. Lavrentyeva ... Andrey Shulipa Alisa Vinogradova V. Volokhov Evgeny Smirnov Vasily Galyuk 8 15 0 03 Nov 2021
Blending Anti-Aliasing into Vision Transformer Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 23 20 0 28 Oct 2021
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations Josh Beal Hao Wu Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 15 29 0 12 Aug 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training Hongwei Xue Yupan Huang Bei Liu Houwen Peng Jianlong Fu Houqiang Li Jiebo Luo 22 88 0 25 Jun 2021
Person Re-Identification with a Locally Aware Transformer Charu Sharma S. R. Kapil David Chapman ViT 40 45 0 07 Jun 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 39 651 0 17 May 2021
Conformer: Local Features Coupling Global Representations for Visual Recognition Zhiliang Peng Wei Huang Shanzhi Gu Lingxi Xie Yaowei Wang Jianbin Jiao QiXiang Ye ViT 13 527 0 09 May 2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches Pingli Ma Chen Li M. Rahaman Yudong Yao Jiawei Zhang Shuojia Zou Xin Zhao M. Grzegorzek 24 62 0 07 May 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 48 1,221 0 22 Apr 2021
Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion Fuyan Ma Bin Sun Shutao Li ViT 21 179 0 31 Mar 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 284 1,524 0 27 Feb 2021