Papers citing 'CvT: Introducing Convolutions to Vision Transformers'

Title
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 180 0 0 17 Sep 2024
GLCONet: Learning Multi-source Perception Representation for Camouflaged Object DetectionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Yanguang Sun Hanyu Xuan Zhiqiang Wang Lei Luo ObjD 165 19 0 15 Sep 2024
Domain-Invariant Representation Learning of Bird Sounds Ilyass Moummad Romain Serizel Emmanouil Benetos Nicolas Farrugia SSL 294 6 0 13 Sep 2024
SDformer: Efficient End-to-End Transformer for Depth Completion Jian Qian Miao Sun Ashley Lee Jie Li Shenglong Zhuo Patrick Chiang ViT MDE 234 4 0 12 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 117 0 0 12 Sep 2024
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy Bojian Li Bo Liu Dan Si Jinghua Yue F. Zhou MedIm MDE 258 4 0 12 Sep 2024
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for PansharpeningAAAI Conference on Artificial Intelligence (AAAI), 2024 Ruocheng Wu ZiEn Zhang ShangQi Deng YuLe Duan LiangJian Deng 146 4 0 11 Sep 2024
Brain-Inspired Stepwise Patch Merging for Vision TransformersInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Yonghao Yu Dongcheng Zhao Guobin Shen Yiting Dong Yi Zeng 302 0 0 11 Sep 2024
Exploring Rich Subjective Quality Information for Image Quality Assessment in the Wild Xiongkuo Min Yixuan Gao Yuqin Cao Guangtao Zhai Wenjun Zhang Huifang Sun C. Chen 119 51 0 09 Sep 2024
UNIT: Unifying Image and Text Recognition in One Vision EncoderNeural Information Processing Systems (NeurIPS), 2024 Yi Zhu Yanpeng Zhou Chunwei Wang Yang Cao Jianhua Han Lu Hou Hang Xu ViT VLM 213 9 0 06 Sep 2024
MVTN: A Multiscale Video Transformer Network for Hand Gesture Recognition Mallika Garg Debashis Ghosh P. M. Pradhan ViT 218 1 0 05 Sep 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image SegmentationPattern Recognition (Pattern Recogn.), 2024 Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 223 40 0 05 Sep 2024
Frequency-Spatial Entanglement Learning for Camouflaged Object DetectionEuropean Conference on Computer Vision (ECCV), 2024 Yanguang Sun Chunyan Xu Zhiqiang Wang Hanyu Xuan Lei Luo 223 60 0 03 Sep 2024
Dreaming is All You Need Mingze Ni Wei Liu 112 0 0 03 Sep 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Jianhou Gan Rui Wang Xiaochun Cao Mamba 262 12 0 31 Aug 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 600 38 0 31 Aug 2024
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 189 1 0 27 Aug 2024
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph AnalysisAAAI Spring Symposia (SSS), 2024 Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 221 1 0 27 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 202 0 0 24 Aug 2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 224 0 0 24 Aug 2024
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 109 0 0 23 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 219 2 0 21 Aug 2024
sTransformer: A Modular Approach for Extracting Inter-Sequential and Temporal Information for Time-Series Forecasting Jiaheng Yin Zhengxin Shi Jianshen Zhang Xiaomin Lin Yulin Huang Yongzhi Qi Wei Qi AI4TS 93 0 0 19 Aug 2024
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Beoungwoo Kang Seunghun Moon Yubin Cho Hyunwoo Yu Suk-Ju Kang ViT MedIm 179 20 0 14 Aug 2024
Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies Ahmed Akib Jawad Karim Muhammad Zawad Mahmud Riasat Khan 91 3 0 12 Aug 2024
Efficient Visual Representation Learning with Heat Conduction EquationInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhemin Zhang Xun Gong DiffM 3DV 191 0 0 12 Aug 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 192 3 0 11 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 179 60 0 07 Aug 2024
Multi-label Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning Xin Zuo Yu Sheng Jifeng Shen Yongwei Shan 138 0 0 01 Aug 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 364 33 0 28 Jul 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 208 0 0 26 Jul 2024
VSSD: Vision Mamba with Non-Causal State Space Duality Yuheng Shi Minjing Dong Mingjia Li Chang Xu Mamba 276 19 0 26 Jul 2024
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers Zhengang Li Alec Lu Yanyue Xie Zhenglun Kong Mengshu Sun ... Zhaoyang Han Caiwen Ding Yanzhi Wang Xue Lin Zhenman Fang 176 9 0 25 Jul 2024
How Lightweight Can A Vision Transformer Be Jen Hong Tan ViT MoE 187 1 0 25 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 172 11 0 24 Jul 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 203 17 0 21 Jul 2024
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention Xiaoya Tang Bodong Zhang Beatrice Knudsen Tolga Tasdizen ViT MedIm 222 1 0 18 Jul 2024
SegPoint: Segment Any Point Cloud via Large Language Model Shuting He Henghui Ding Xudong Jiang Bihan Wen 3DV MLLM 3DPC 206 33 0 18 Jul 2024
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs Yunling Zheng Zeyi Xu Fanghui Xue Biao Yang Jiancheng Lyu Shuai Zhang Y. Qi Jack Xin 180 0 0 16 Jul 2024
TCFormer: Visual Recognition via Token Clustering Transformer Wang Zeng Sheng Jin Lumin Xu Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 119 11 0 16 Jul 2024
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Interpretable Sex and Age Prediction from Diffusion MRI Tractography Yuqian Chen Fan Zhang Meng Wang L. Zekelman Suheyla Cetin Karayumak ... J. Rushmore N. Makris Yogesh Rathi Weidong Cai L. O’Donnell MedIm ViT 141 6 0 11 Jul 2024
Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction Yumin Kim Gayoon Choi Seong Jae Hwang 134 1 0 10 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 211 23 0 10 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 261 4 0 10 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 383 6 0 10 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 192 0 0 09 Jul 2024
CBM: Curriculum by Masking Andrei Jarca Florinel-Alin Croitoru Radu Tudor Ionescu 160 4 0 06 Jul 2024
Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies Ivan Drokin 277 58 0 01 Jul 2024
Query-Efficient Hard-Label Black-Box Attack against Vision Transformers Chao Zhou Xiaowen Shi Yuan-Gen Wang ViT AAML 147 1 0 29 Jun 2024
Fibottention: Inceptive Visual Representation Learning with Diverse Attention Across Heads Ali Khaleghi Rahimian Manish Kumar Govind Subhajit Maity Dominick Reilly Christian Kummerle Srijan Das A. Dutta 189 1 0 27 Jun 2024