Bottleneck Transformers for Visual Recognition

27 January 2021

Pieter Abbeel

Papers citing "Bottleneck Transformers for Visual Recognition"

50 / 341 papers shown

Title
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 26 176 0 19 Feb 2023
Hyneter: Hybrid Network Transformer for Object Detection Dong Chen Duoqian Miao Xuepeng Zhao ViT 27 3 0 18 Feb 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 26 6 0 16 Feb 2023
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames Ondrej Biza Sjoerd van Steenkiste Mehdi S. M. Sajjadi Gamaleldin F. Elsayed Aravindh Mahendran Thomas Kipf OCL 43 32 0 09 Feb 2023
DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition Jiayu Jiao Yuyao Tang Kun-Li Channing Lin Yipeng Gao Jinhua Ma Yaowei Wang Wei-Shi Zheng MedIm ViT 19 136 0 03 Feb 2023
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification Zhenpeng Feng H. Ji M. Daković Xiyang Cui Mingzhe Zhu Ljubisa Stankovic 19 7 0 03 Feb 2023
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction Shuo Zhang ViT 18 0 0 26 Jan 2023
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 29 34 0 28 Dec 2022
Multi-Scale Feature Fusion Transformer Network for End-to-End Single Channel Speech Separation Yinhao Xu Jian Zhou L. Tao H. Kwan 22 0 0 14 Dec 2022
CamoFormer: Masked Separable Attention for Camouflaged Object Detection Bo Yin Xuying Zhang Qibin Hou Bo Sun Deng-Ping Fan Luc Van Gool 18 51 0 10 Dec 2022
Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal Estimation for 3D Scene Understanding Jay Bhanushali Manivannan Muniyandi Praneeth Chakravarthula 3DPC ViT 14 2 0 09 Dec 2022
Dunhuang murals contour generation network based on convolution and self-attention fusion Bao-Yu Liu Fengjie He Shiqiang Du Kaiwu Zhang Jianhua Wang 3DPC 40 6 0 02 Dec 2022
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images Meng Wang Kai-An Yu Chun-Mei Feng K. Zou Yanyu Xu Qingquan Meng Rick Siow Mong Goh Yong Liu H. Fu MedIm 22 3 0 01 Dec 2022
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations Tan Yu Ping Li ViT 46 5 0 25 Nov 2022
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions Anson Bastos Abhishek Nadgeri Kuldeep Singh Toyotaro Suzumura Manish Singh 33 7 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 28 129 0 22 Nov 2022
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training Zhenglun Kong Haoyu Ma Geng Yuan Mengshu Sun Yanyue Xie ... Tianlong Chen Xiaolong Ma Xiaohui Xie Zhangyang Wang Yanzhi Wang ViT 26 22 0 19 Nov 2022
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 22 34 0 18 Nov 2022
Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation Yiyue Hu Lei Zhang Nan Mu Leijun Liu ViT MedIm 20 1 0 17 Nov 2022
Fcaformer: Forward Cross Attention in Hybrid Vision Transformer Haokui Zhang Wenze Hu Xiaoyu Wang ViT 17 8 0 14 Nov 2022
ParCNetV2: Oversized Kernel with Enhanced Attention Ruihan Xu Haokui Zhang Wenze Hu Shiliang Zhang Xiaoyu Wang ViT 25 6 0 14 Nov 2022
Studying inductive biases in image classification task N. Arizumi 21 1 0 31 Oct 2022
An Effective Deep Network for Head Pose Estimation without Keypoints Chien Thai Viet Tran Minh Bui Huong Ninh Hai Yen Tran 3DH CVBM 8 3 0 25 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 27 55 0 23 Oct 2022
Similarity of Neural Architectures using Adversarial Attack Transferability Jaehui Hwang Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 24 1 0 20 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 29 47 0 13 Oct 2022
FontTransformer: Few-shot High-resolution Chinese Glyph Image Synthesis via Stacked Transformers Yitian Liu Z. Lian 39 13 0 12 Oct 2022
SaiT: Sparse Vision Transformers through Adaptive Token Pruning Ling Li D. Thorsley Joseph Hassoun ViT 25 17 0 11 Oct 2022
Block Format Error Bounds and Optimal Block Size Selection I. Soloveychik I. Lyubomirsky Xin Eric Wang S. Bhoja MQ 27 4 0 11 Oct 2022
Fast-ParC: Capturing Position Aware Global Feature for ConvNets and ViTs Taojiannan Yang Haokui Zhang Wenze Hu C. L. P. Chen Xiaoyu Wang ViT 11 0 0 08 Oct 2022
Time-Space Transformers for Video Panoptic Segmentation Andra Petrovai S. Nedevschi ViT 19 3 0 07 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 30 58 0 04 Oct 2022
Exploring the Relationship between Architecture and Adversarially Robust Generalization Aishan Liu Shiyu Tang Siyuan Liang Ruihao Gong Boxi Wu Xianglong Liu Dacheng Tao AAML 26 18 0 28 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip H. S. Torr GNN 29 1 0 20 Sep 2022
Swin-transformer-yolov5 For Real-time Wine Grape Bunch Detection Shenglian Lu Xiaoyu Liu Zixaun He Wenbo Liu Xin Zhang Manoj Karkee 10 38 0 30 Aug 2022
MRL: Learning to Mix with Attention and Convolutions Shlok Mohta Hisahiro Suganuma Yoshiki Tanaka 20 2 0 30 Aug 2022
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window Mocho Go Hideyuki Tachibana ViT 29 9 0 24 Aug 2022
FocusFormer: Focusing on What We Need via Architecture Sampler Jing Liu Jianfei Cai Bohan Zhuang 27 7 0 23 Aug 2022
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection Jingyu Lin Jie Jiang Y. Yan Chunchao Guo Hongfa Wang Wei Liu Hanzi Wang ViT 29 3 0 21 Aug 2022
Improved Image Classification with Token Fusion Keong-Hun Choi Jin-Woo Kim Yaolong Wang J. Ha ViT 17 0 0 19 Aug 2022
A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals Abid Hasan Zim Aeyan Ashraf Aquib Iqbal Asad U. Malik Minoru Kuribayashi 10 10 0 15 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 40 56 0 13 Aug 2022
Memorizing Complementation Network for Few-Shot Class-Incremental Learning Zhong Ji Zhi Hou Xiyao Liu Yanwei Pang Xuelong Li CLL 16 45 0 11 Aug 2022
Label-Efficient Domain Generalization via Collaborative Exploration and Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Fei Wu Lanfen Lin 16 25 0 07 Aug 2022
Understanding Adversarial Robustness of Vision Transformers via Cauchy Problem Zheng Wang Wenjie Ruan ViT 34 8 0 01 Aug 2022
Convolutional Embedding Makes Hierarchical Vision Transformer Stronger Cong Wang Hongmin Xu Xiong Zhang Li Wang Zhitong Zheng Haifeng Liu ViT 12 20 0 27 Jul 2022
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Yingyi Chen Xiaoke Shen Yahui Liu Qinghua Tao Johan A. K. Suykens AAML ViT 21 22 0 25 Jul 2022
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling Ho Man Kwan Shenghui Song 11 1 0 23 Jul 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 19 1 0 20 Jul 2022
QSAN: A Near-term Achievable Quantum Self-Attention Network Jinjing Shi Ren-Xin Zhao Wenxuan Wang Shenmin Zhang Xuelong Li 19 20 0 14 Jul 2022