Are Convolutional Neural Networks or Transformers more like human vision?

15 May 2021

Papers citing "Are Convolutional Neural Networks or Transformers more like human vision?"

25 / 25 papers shown

Title
Do computer vision foundation models learn the low-level characteristics of the human visual system? Yancheng Cai Fei Yin Dounia Hammou Rafal Mantiuk VLM Presented at ResearchTrend Connect \| VLM on 14 Mar 2025 142 1 0 13 Mar 2025
Accuracy Improvement of Cell Image Segmentation Using Feedback Former Hinako Mitsuoka Kazuhiro Hotta ViT MedIm 36 0 0 23 Aug 2024
Trapped in texture bias? A large scale comparison of deep instance segmentation J. Theodoridis Jessica Hofmann J. Maucher A. Schilling SSeg 27 5 0 17 Jan 2024
PlaNet-S: Automatic Semantic Segmentation of Placenta Shinnosuke Yamamoto Isso Saito Eichi Takaya Ayaka Harigai Tomomi Sato Tomoya Kobayashi Kei Takase Takuya Ueda 16 0 0 18 Dec 2023
Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition T. Fujii Hayato Nakagawa T. Takeshima Y. Yumura T. Hamagami 28 3 0 10 Nov 2023
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening Jiangdong Cai Honglin Xiong Mao-Hong Cao Luyan Liu Lichi Zhang Qian Wang 15 4 0 06 Sep 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 19 8 0 14 Aug 2023
Two-Stream Regression Network for Dental Implant Position Prediction Xinquan Yang Xuguang Li Xuechen Li Wenting Chen Linlin Shen X. Li Yongqiang Deng 18 6 0 17 May 2023
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention Paria Mehrani John K. Tsotsos 25 24 0 02 Mar 2023
Transformadores: Fundamentos teoricos y Aplicaciones J. D. L. Torre 72 0 0 18 Feb 2023
V1T: large-scale mouse V1 response prediction using a Vision Transformer Bryan M. Li I. M. Cornacchia Nathalie L Rochefort A. Onken 24 8 0 06 Feb 2023
Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning Zenglin Shi Jing Jie Ying Sun J. Lim Mengmi Zhang CLL 36 1 0 21 Nov 2022
ViT-CX: Causal Explanation of Vision Transformers Weiyan Xie Xiao-hui Li Caleb Chen Cao Nevin L.Zhang ViT 24 17 0 06 Nov 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 35 58 0 23 Oct 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 38 4 0 07 Oct 2022
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation Ji-Hoon Bae Sungho Moon Sunghoon Im MDE 20 84 0 23 May 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun Sun VLM 49 528 0 13 Mar 2022
Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4 William Berrios Arturo Deza MedIm ViT 22 13 0 08 Mar 2022
Arbitrary Shape Text Detection using Transformers Z. Raisi Georges Younes John S. Zelek ViT 28 13 0 22 Feb 2022
How Do Vision Transformers Work? Namuk Park Songkuk Kim ViT 32 465 0 14 Feb 2022
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 29 244 0 21 Dec 2021
nnFormer: Interleaved Transformer for Volumetric Segmentation Hong-Yu Zhou J. Guo Yinghao Zhang Lequan Yu Liansheng Wang Yizhou Yu ViT MedIm 27 306 0 07 Sep 2021
Partial success in closing the gap between human and machine vision Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Tizian Thieringer Matthias Bethge Felix Wichmann Wieland Brendel VLM AAML 40 221 0 14 Jun 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 256 620 0 21 May 2021
Vision Transformers are Robust Learners Sayak Paul Pin-Yu Chen ViT 17 305 0 17 May 2021