Multiple Prior Representation Learning for Self-Supervised Monocular Depth Estimation via Hybrid Transformer

13 June 2024

Papers citing "Multiple Prior Representation Learning for Self-Supervised Monocular Depth Estimation via Hybrid Transformer"

20 / 20 papers shown

Title
SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network D. Shim H. J. Kim ViT MDE 80 22 0 17 Jan 2023
GhostNetV2: Enhance Cheap Operation with Long-Range Attention Yehui Tang Kai Han Jianyuan Guo Chang Xu Chaoting Xu Yunhe Wang 70 289 0 23 Nov 2022
Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics Sen Zhang Jing Zhang Dacheng Tao MDE 52 30 0 11 Jul 2022
SP-ViT: Learning 2D Spatial Priors for Vision Transformers Yuxuan Zhou Wangmeng Xiang Chong Li Biao Wang Xihan Wei Lei Zhang Margret Keuper Xia Hua ViT 57 15 0 15 Jun 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 87 561 0 17 May 2022
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 68 250 0 21 Dec 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 280 1,264 0 05 Oct 2021
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation Hyun-Joo Jung Eunhyeok Park S. Yoo MDE 54 109 0 19 Aug 2021
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion Chang Shu Kun Yu Zhixiang Duan Kuiyuan Yang SSL MDE 65 234 0 21 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 108 321 0 14 Jul 2020
Context Prior for Scene Segmentation Changqian Yu Jingbo Wang Changxin Gao Gang Yu Chunhua Shen Nong Sang 105 269 0 03 Apr 2020
Self-supervised Monocular Trained Depth Estimation using Self-attention and Discrete Disparity Volume A. Johnston G. Carneiro MDE 52 234 0 31 Mar 2020
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil Wouter Van Gansbeke Dengxin Dai Luc Van Gool MDE 62 129 0 08 Jan 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 131 4,014 0 08 Oct 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 339 6,772 0 06 May 2019
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 208 16,528 0 17 Jul 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 281 8,902 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 405 26,465 0 05 Sep 2017
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 205 2,679 0 18 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 214 4,054 0 09 Jun 2014