Bottleneck Transformers for Visual Recognition

27 January 2021

Pieter Abbeel

Papers citing "Bottleneck Transformers for Visual Recognition"

50 / 341 papers shown

Title
LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers M. Chowdhury Md Rifat Ur Rahman Akil Ahmad Taki 25 0 0 19 Apr 2025
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification Salim Khazem Jérémy Fix C´edric Pradalier 36 0 0 01 Apr 2025
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition Yunusa Haruna A. Lawan Mamba 52 0 0 27 Mar 2025
Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain Juntao Zhang Kun Bian Peng Cheng You Zhou Jianning Liu Wenbo An Jun Zhou Kun Shao Mamba 47 2 0 08 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 144 611 0 31 Dec 2024
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation Ruoxin Wang Tianyi Tang Haiming Du Yuxuan Cheng Yu Wang Lingjie Yang Xiaohui Duan Yunfang Yu Yu Zhou Donglong Chen 54 0 0 08 Dec 2024
3D Spine Shape Estimation from Single 2D DXA Emmanuelle Bourigault A. Jamaludin Andrew Zisserman 61 0 0 02 Dec 2024
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training Man Yao Xuerui Qiu Tianxiang Hu J. Hu Yuhong Chou Keyu Tian Jianxing Liao Luziwei Leng Bo Xu Guoqi Li 74 4 0 25 Nov 2024
SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers Shravan Venkatraman Jaskaran Singh Walia J. Raheja ViT 31 0 0 14 Nov 2024
BA-Net: Bridge Attention in Deep Neural Networks Ronghui Zhang Runzong Zou Yue Zhao Zirui Zhang Junzhou Chen Yue Cao Chuan Hu Houbing Song 31 0 0 10 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 24 3 0 09 Oct 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 48 6 0 05 Sep 2024
Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation Balázs Opra Betty Le Dem Jeffrey M. Walls D. Lukarski C. Stachniss 19 0 0 03 Aug 2024
UNQA: Unified No-Reference Quality Assessment for Audio, Image, Video, and Audio-Visual Content Y. Cao Xiongkuo Min Yixuan Gao Wei Sun Weisi Lin Guangtao Zhai 44 2 0 29 Jul 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 36 7 0 28 Jul 2024
Real Time American Sign Language Detection Using Yolo-v9 Amna Imran Meghana Shashishekhara Hulikal Hamza A. A. Gardi ObjD 31 2 0 25 Jul 2024
Double-Shot 3D Shape Measurement with a Dual-Branch Network Mingyang Lei Jingfan Fan Long Shao Hong Song Deqiang Xiao Danni Ai Tianyu Fu Ying Gu Jian Yang 3DPC 3DV 23 0 0 19 Jul 2024
GroupMamba: Efficient Group-Based Visual State Space Model Abdelrahman M. Shaker Syed Talal Wasim Salman Khan Juergen Gall Fahad Shahbaz Khan Mamba 51 0 0 18 Jul 2024
iiANET: Inception Inspired Attention Hybrid Network for efficient Long-Range Dependency Haruna Yunusa Qin Shiyin Abdulrahman Hamman Adama Chukkol Isah Bello A. Lawan Isah Bello 39 4 0 10 Jul 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery Xiaowen Ma Rongrong Lian Zhenkai Wu Hongbo Guo Mengting Ma Sensen Wu Zhenhong Du Siyang Song Wei Zhang 39 4 0 24 Jun 2024
Scale-Translation Equivariant Network for Oceanic Internal Solitary Wave Localization Zhang Wan Shuo Wang Xudong Zhang 36 0 0 18 Jun 2024
MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome Yixin Huang Yiqi Jin Ke Tao Kaijian Xia Jianfeng Gu Lei Yu Lan Du Cunjian Chen 30 0 0 07 Jun 2024
Building Vision Models upon Heat Conduction Zhaozhi Wang Yue Liu Yunfan Liu Hongtian Yu Yaowei Wang QiXiang Ye ViT VLM 52 0 0 26 May 2024
Multi-View Attentive Contextualization for Multi-View 3D Object Detection Xianpeng Liu Ce Zheng Ming Qian Nan Xue C. L. P. Chen Zhebin Zhang Chen Li Tianfu Wu 31 2 0 20 May 2024
LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation Wentao Jiang Jing Zhang Di Wang Qiming Zhang Zengmao Wang Bo Du 29 5 0 16 May 2024
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches Yi Li Yunan Wu Aggelos K. Katsaggelos 19 1 0 23 Apr 2024
Data-independent Module-aware Pruning for Hierarchical Vision Transformers Yang He Joey Tianyi Zhou ViT 42 3 0 21 Apr 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 50 48 0 08 Apr 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era Jienneg Chen Qihang Yu Xiaohui Shen Alan L. Yuille Liang-Chieh Chen 3DV VLM 28 24 0 02 Apr 2024
Accurate Block Quantization in LLMs with Outliers Nikita Trukhanov I. Soloveychik MQ 24 3 0 29 Mar 2024
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis Badri N. Patro Suhas Ranganath Vinay P. Namboodiri Vijay Srinivas Agneeswaran 43 2 0 26 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 26 86 0 26 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs Ting Yao Yehao Li Yingwei Pan Tao Mei ViT 23 15 0 18 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Yuxuan Li Xiang Li Yimain Dai Qibin Hou Li Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 34 31 0 18 Mar 2024
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers Kaichao You Runsheng Bai Meng Cao Jianmin Wang Ion Stoica Mingsheng Long VLM 33 0 0 14 Mar 2024
Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction G. Higa Rodrigo Stuqui Monzani Jorge Fernando da Silva Cecatto Maria Fernanda Balestieri Mariano de Souza V. A. Weber H. Pistori E. Matsubara HAI 26 2 0 12 Mar 2024
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging Meng Lou Hanning Ying Xiaoqing Liu Hong-Yu Zhou Yuqing Zhang Yizhou Yu MedIm 39 8 0 27 Feb 2024
Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey Haruna Yunusa Shiyin Qin Abdulrahman Hamman Adama Chukkol Abdulganiyu Abdu Yusuf Isah Bello A. Lawan ViT 30 13 0 05 Feb 2024
A Cost-Efficient FPGA Implementation of Tiny Transformer Model using Neural ODE Ikumi Okubo Keisuke Sugiura Hiroki Matsutani 28 2 0 05 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model Yiran Song Qianyu Zhou Xiangtai Li Deng-Ping Fan Xuequan Lu Lizhuang Ma VLM 30 14 0 04 Jan 2024
A Two-stream Hybrid CNN-Transformer Network for Skeleton-based Human Interaction Recognition Ruoqi Yin Jianqin Yin ViT 32 4 0 31 Dec 2023
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images Libo Wang Sijun Dong Ying Chen Xiaoliang Meng Shenghui Fang Ayman Habib Songlin Fei 18 4 0 20 Dec 2023
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost Haolin Qin Daquan Zhou Tingfa Xu Ziyang Bian Jianan Li 27 9 0 14 Dec 2023
Transferring Modality-Aware Pedestrian Attentive Learning for Visible-Infrared Person Re-identification Yuwei Guo Wenhao Zhang Licheng Jiao Shuang Wang Shuo Wang Fang Liu 43 0 0 12 Dec 2023
DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layers S. Chandy Varun Gangal Yi Yang Gabriel Maggiotti 30 0 0 11 Dec 2023
Graph Information Bottleneck for Remote Sensing Segmentation Yuntao Shou Wei Ai Tao Meng SSL 22 25 0 05 Dec 2023
SCHEME: Scalable Channel Mixer for Vision Transformers Deepak Sridhar Yunsheng Li Nuno Vasconcelos 28 0 0 01 Dec 2023
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition Xiaohan Ding Yiyuan Zhang Yixiao Ge Sijie Zhao Lin Song Xiangyu Yue Ying Shan VLM AI4TS SSL 21 100 0 27 Nov 2023
SkelVIT: Consensus of Vision Transformers for a Lightweight Skeleton-Based Action Recognition System Özge Öztimur Karadag ViT MedIm 18 0 0 14 Nov 2023
Dual-channel Prototype Network for few-shot Classification of Pathological Images Hao Quan Xinjia Li Dayu Hu Tianhang Nan Xiaoyu Cui 19 0 0 14 Nov 2023