v1v2 (latest)

KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo

21 July 2022

Papers citing "KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo"

38 / 38 papers shown

Title
Geometry Field Splatting with Gaussian Surfels Kaiwen Jiang Venkataram Sivaram Cheng Peng R. Ramamoorthi 143 2 0 26 Nov 2024
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching Ziyang Chen Wei Long He Yao Yongjun Zhang Bingshu Wang Yongbin Qin Jia Wu 3DV 81 31 0 10 Apr 2024
Enhancing Multi-view Stereo with Contrastive Matching and Weighted Focal Loss Yikang Ding Zhenyang Li Dihe Huang Zhiheng Li Kai Zhang 3DV 107 6 0 21 Jun 2022
WT-MVSNet: Window-based Transformers for Multi-view Stereo Jinli Liao Yikang Ding Yoli Shavit Dihe Huang Shihao Ren Jia Guo Wensen Feng Kai Zhang ViT 76 29 0 28 May 2022
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Yikang Ding Wentao Yuan Qingtian Zhu Haotian Zhang Xiangyue Liu Yuanjiang Wang Xiao Liu ViT 69 187 0 29 Nov 2021
Digging into Uncertainty in Self-supervised Multi-view Stereo Hongbin Xu Zhipeng Zhou Yali Wang Wenxiong Kang Baigui Sun Hao Li Yu Qiao UQCV 66 55 0 30 Aug 2021
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Zizhuang Wei Qingtian Zhu Chen Min Yisong Chen Guoping Wang 3DV 152 146 0 09 Aug 2021
Deep Multi-View Stereo gone wild Franccois Darmon B. Bascle Jean-Clement Devaux P. Monasse Mathieu Aubry 3DV 107 18 0 30 Apr 2021
Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation Hongbin Xu Zhipeng Zhou Yu Qiao Wenxiong Kang Qiuxia Wu 85 77 0 12 Apr 2021
Self-supervised Learning of Depth Inference for Multi-view Stereo Jiayu Yang J. Álvarez Miaomiao Liu SSL MDE 90 50 0 07 Apr 2021
Visibility-aware Multi-view Stereo Network Jingyang Zhang Yao Yao Shiwei Li Zixin Luo Tian Fang 3DV 61 152 0 18 Aug 2020
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking Jianfeng Yan Zizhuang Wei Hongwei Yi Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DV 141 156 0 21 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 197 2,993 0 09 Jun 2020
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network Baichuan Huang Hongwei Yi Can Huang Yijia He Jingbin Liu Xiao-Chang Liu 3DPC 56 70 0 30 Apr 2020
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Jiayu Yang Wei Mao J. Álvarez Miaomiao Liu 3DV 86 323 0 18 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 145 724 0 13 Dec 2019
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Shuo Cheng Zexiang Xu Shilin Zhu Zhuwen Li Erran L. Li R. Ramamoorthi Hao Su 3DV 93 299 0 27 Nov 2019
BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks Yao Yao Zixin Luo Shiwei Li Jingyang Zhang Yufan Ren Lei Zhou Tian Fang Long Quan 3DV 144 475 0 22 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 317 2,393 0 11 Nov 2019
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 181 1,054 0 23 Oct 2019
MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry Yuchao Dai Zhidong Zhu Zhibo Rao Bo Li 3DV 69 82 0 30 Aug 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 126 981 0 23 Jul 2019
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency Tejas Khot Shubham Agrawal Shubham Tulsiani Christoph Mertz Simon Lucey M. Hebert 3DV 83 82 0 07 May 2019
Multi-Scale Geometric Consistency Guided Multi-View Stereo Qingshan Xu Wenbing Tao 3DV 70 233 0 17 Apr 2019
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 89 1,428 0 10 Apr 2019
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 100 513 0 03 Apr 2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 100 555 0 27 Feb 2019
Improved Knowledge Distillation via Teacher Assistant Seyed Iman Mirzadeh Mehrdad Farajtabar Ang Li Nir Levine Akihiro Matsukawa H. Ghasemzadeh 102 1,085 0 09 Feb 2019
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 84 1,034 0 12 May 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 128 1,221 0 07 Apr 2018
Learning Deep Representations with Probabilistic Knowledge Transfer Nikolaos Passalis Anastasios Tefas 66 413 0 28 Mar 2018
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 278 2,450 0 07 Sep 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 147 2,590 0 12 Dec 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 262 10,273 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,745 0 09 Mar 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 332 3,906 0 19 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,575 0 04 Sep 2014