Learning to See Through Obstructions with Layered Decomposition

11 August 2020

Ming-Hsuan Yang

Papers citing "Learning to See Through Obstructions with Layered Decomposition"

35 / 35 papers shown

Title
Instruct2See: Learning to Remove Any Obstructions Across Distributions Junhang Li Yu Guo Chuhua Xian Shengfeng He 24 0 0 23 May 2025
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 82 2 0 03 Jun 2024
Flow-edge Guided Video Completion Chen Gao Ayush Saraf Jia-Bin Huang Johannes Kopf 32 164 0 03 Sep 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 27 48 0 26 Aug 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 35 331 0 30 Apr 2020
Learning to See Through Obstructions Yu-Lun Liu Wei-Sheng Lai Ming-Hsuan Yang Yung-Yu Chuang Jia-Bin Huang 27 60 0 02 Apr 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang Ming-Hsuan Yang 52 387 0 23 Jan 2020
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 39 93 0 29 Sep 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 41 244 0 12 Jul 2019
Learning Physics-guided Face Relighting under Directional Light Thomas Nestmeyer Jean-François Lalonde Iain Matthews Andreas M. Lehrmann 3DH CVBM 19 119 0 07 Jun 2019
Deep Flow-Guided Video Inpainting Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy VGen 42 221 0 08 May 2019
Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image Zhengqin Li Mohammad Shafiei R. Ramamoorthi Kalyan Sunkavalli Manmohan Chandraker 3DV 41 260 0 07 May 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Kaixuan Wei Jiaolong Yang Ying Fu David Wipf Hua Huang 68 146 0 01 Apr 2019
Neural Inverse Rendering of an Indoor Scene from a Single Image Soumyadip Sengupta Liang Feng Kihwan Kim Guilin Liu David Jacobs Jan Kautz 3DV AI4CE 48 144 0 08 Jan 2019
The Visual Centrifuge: Model-Free Layered Video Representations Jean-Baptiste Alayrac João Carreira Andrew Zisserman 52 48 0 04 Dec 2018
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Yossi Gandelsman Assaf Shocher Michal Irani 25 309 0 02 Dec 2018
Accurate and efficient video de-fencing using convolutional neural networks and temporal information Chen Du Byeongkeun Kang Zheng Xu Ji Dai Truong Thao Nguyen 63 20 0 28 Jun 2018
Single Image Reflection Separation with Perceptual Losses X. Zhang Ren Ng Qifeng Chen 89 317 0 14 Jun 2018
On First-Order Meta-Learning Algorithms Alex Nichol Joshua Achiam John Schulman 187 2,226 0 08 Mar 2018
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 93 3,128 0 29 Nov 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 63 631 0 28 Nov 2017
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 138 1,235 0 10 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 222 2,435 0 07 Sep 2017
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing Qingnan Fan Jiaolong Yang G. Hua Baoquan Chen David Wipf SupR 95 283 0 11 Aug 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 164 8,072 0 15 Mar 2017
Deep Image Matting N. Xu Brian L. Price Scott D. Cohen Thomas Huang 39 448 0 10 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 735 11,793 0 09 Mar 2017
Stereo image de-fencing using smartphones Sankaraganesh Jonna Sukla Satapathy R. R. Sahay 25 20 0 05 Dec 2016
Deep learning based fence segmentation and removal from an image using a video sequence Sankaraganesh Jonna Krishna Kanth Nakka R. R. Sahay 37 18 0 25 Sep 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 240 7,286 0 13 Jun 2016
Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection Jiaolong Yang Hongdong Li Yuchao Dai R. Tan 25 53 0 06 May 2016
Learning Data-driven Reflectance Priors for Intrinsic Image Decomposition Tinghui Zhou Philipp Krahenbuhl Alexei A. Efros 93 163 0 08 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 385 149,474 0 22 Dec 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 107 4,037 0 09 Jun 2014
Video De-fencing Yadong Mu Wei Liu Shuicheng Yan 53 27 0 08 Oct 2012