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1702.06506
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PixelNet: Representation of the pixels, by the pixels, and for the pixels
21 February 2017
Aayush Bansal
Xinlei Chen
Bryan C. Russell
Abhinav Gupta
Deva Ramanan
SSeg
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Papers citing
"PixelNet: Representation of the pixels, by the pixels, and for the pixels"
50 / 58 papers shown
SGW-based Multi-Task Learning in Vision Tasks
Asian Conference on Computer Vision (ACCV), 2024
Ruiyuan Zhang
Yuyao Chen
Yuchi Huo
Jiaxiang Liu
Dianbing Xi
Jie Liu
Chao Wu
242
2
0
03 Oct 2024
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images
Majedaldein Almahasneh
A. Paiement
Xianghua Xie
Jean Aboudarham
188
6
0
19 Jul 2024
KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints
European Conference on Computer Vision (ECCV), 2022
Marko Mihajlovic
Aayush Bansal
Michael Zollhoefer
Siyu Tang
Forrest Iandola
3DH
424
100
0
10 May 2022
Class Balanced PixelNet for Neurological Image Segmentation
Mobarakol Islam
Hongliang Ren
SSeg
149
8
0
23 Apr 2022
Medusa: Universal Feature Learning via Attentional Multitasking
Jaime Spencer
Richard Bowden
Simon Hadfield
CLL
170
1
0
12 Apr 2022
Ischemic Stroke Lesion Segmentation Using Adversarial Learning
Mobarakol Islam
N. R. Vaidyanathan
Jeya Maria Jose Valanarasu
Hongliang Ren
GAN
MedIm
148
17
0
11 Apr 2022
Road-aware Monocular Structure from Motion and Homography Estimation
Wei Sui
Teng Chen
Jiaxin Zhang
Jiao Lu
Qian Zhang
235
4
0
16 Dec 2021
DivergentNets: Medical Image Segmentation by Network Ensemble
Vajira Thambawita
Steven A. Hicks
Pål Halvorsen
Michael A. Riegler
112
23
0
01 Jul 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes
Computer Vision and Pattern Recognition (CVPR), 2021
Julian Chibane
Aayush Bansal
Verica Lazova
Gerard Pons-Moll
272
270
0
14 Apr 2021
Streaming Self-Training via Domain-Agnostic Unlabeled Images
Zhiqiu Lin
Deva Ramanan
Aayush Bansal
LRM
192
6
0
07 Apr 2021
Glioma Prognosis: Segmentation of the Tumor and Survival Prediction using Shape, Geometric and Clinical Information
Mobarakol Islam
Jeya Maria Jose Valanarasu
Hongliang Ren
102
31
0
02 Apr 2021
Video-Specific Autoencoders for Exploring, Editing and Transmitting Videos
Kevin Wang
Deva Ramanan
Aayush Bansal
VGen
96
1
0
31 Mar 2021
Variational Structured Attention Networks for Deep Visual Representation Learning
IEEE Transactions on Image Processing (TIP), 2021
Guanglei Yang
Paolo Rota
Xavier Alameda-Pineda
Dan Xu
M. Ding
Elisa Ricci
3DPC
182
6
0
05 Mar 2021
VideoClick: Video Object Segmentation with a Single Click
N. Homayounfar
Justin Liang
Wei-Chiu Ma
R. Urtasun
VOS
225
8
0
16 Jan 2021
Urban land-use analysis using proximate sensing imagery: a survey
International Journal of Geographical Information Science (IJGIS), 2021
Zhinan Qiao
Xiaohui Yuan
224
21
0
13 Jan 2021
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Dan Xu
Xavier Alameda-Pineda
Wanli Ouyang
Elisa Ricci
Xiaogang Wang
Andrii Zadaianchuk
212
27
0
08 Jan 2021
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Xiaojuan Qi
Zhengzhe Liu
Renjie Liao
Juil Sock
R. Urtasun
Jiaya Jia
3DV
225
77
0
13 Dec 2020
Conditional Generative Modeling via Learning the Latent Space
Sameera Ramasinghe
Kanchana Ranasinghe
Salman Khan
Nick Barnes
Stephen Gould
BDL
217
10
0
07 Oct 2020
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation
IEEE Transactions on Medical Imaging (TMI), 2020
Jeya Maria Jose Valanarasu
Vishwanath A. Sindagi
Ilker Hacihaliloglu
Vishal M. Patel
SSeg
264
199
0
04 Oct 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation
European Conference on Computer Vision (ECCV), 2020
Kazuya Nishimura
Junya Hayashida
Chenyang Wang
Dai Fei Elmer Ker
Ryoma Bise
174
17
0
30 Jul 2020
Improving task-specific representation via 1M unlabelled images without any extra knowledge
Aayush Bansal
SSL
VLM
90
2
0
24 Jun 2020
Overview: Computer vision and machine learning for microstructural characterization and analysis
Metallurgical and Materials Transactions. A (Metall. Mater. Trans. A), 2020
Elizabeth A. Holm
R. Cohn
Nan Gao
Andrew R. Kitahara
Thomas P. Matson
Bo Lei
Srujana Rao Yarasi
135
192
0
28 May 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey
Simon Vandenhende
Stamatios Georgoulis
Wouter Van Gansbeke
Marc Proesmans
Dengxin Dai
Luc Van Gool
CVBM
327
84
0
28 Apr 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
European Conference on Computer Vision (ECCV), 2020
Simon Vandenhende
Stamatios Georgoulis
Luc Van Gool
485
271
0
19 Jan 2020
Explainable Semantic Mapping for First Responders
Jean Oh
M. Hebert
Hae-Gon Jeon
Xavier Perez-Sala
Chia Dai
Yeeho Song
104
4
0
15 Oct 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization
IEEE International Conference on Computer Vision (ICCV), 2019
Forrest Iandola
Zeng Huang
Ryota Natsume
Shigeo Morishima
Angjoo Kanazawa
Hao Li
3DH
853
1,370
0
13 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation
Computer Vision and Pattern Recognition (CVPR), 2019
Vitor Campagnolo Guizilini
Rares Andrei Ambrus
Sudeep Pillai
Allan Raventos
Adrien Gaidon
SSL
3DPC
MDE
627
750
0
06 May 2019
Attentive Single-Tasking of Multiple Tasks
Kevis-Kokitsi Maninis
Ilija Radosavovic
Iasonas Kokkinos
358
277
0
18 Apr 2019
Sparse2Dense: From direct sparse odometry to dense 3D reconstruction
IEEE Robotics and Automation Letters (RA-L), 2019
Jiexiong Tang
John Folkesson
Patric Jensfelt
MDE
169
17
0
21 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders
J. Fauw
Sander Dieleman
Karen Simonyan
GAN
252
39
0
06 Mar 2019
Joint Facade Registration and Segmentation for Urban Localization
Antoine Fond
Marie-Odile Berger
Gilles Simon
CVBM
146
1
0
25 Nov 2018
GroundNet: Monocular Ground Plane Normal Estimation with Geometric Consistency
Yunze Man
Xinshuo Weng
Xi Li
Kris Kitani
327
5
0
17 Nov 2018
Scene Parsing via Dense Recurrent Neural Networks with Attentional Selection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2018
Heng Fan
Peng Chu
Longin Jan Latecki
Haibin Ling
168
14
0
09 Nov 2018
Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View
Albert Pumarola
Antonio Agudo
Lorenzo Porzi
Alberto Sanfeliu
Vincent Lepetit
Francesc Moreno-Noguer
3DPC
3DH
147
63
0
27 Sep 2018
Weakly- and Semi-Supervised Panoptic Segmentation
Qizhu Li
Anurag Arnab
Juil Sock
265
169
0
10 Aug 2018
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes
Yang He
Bernt Schiele
Mario Fritz
SyDa
109
4
0
03 Aug 2018
Recent Advances in Deep Learning: An Overview
Matiur Rahman Minar
Jibon Naher
VLM
188
131
0
21 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
Aravindh Mahendran
James Thewlis
Andrea Vedaldi
SSL
204
65
0
15 Jul 2018
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steel
Brian L. DeCost
Bo Lei
T. Francis
Elizabeth A. Holm
AI4CE
143
158
0
04 May 2018
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization
Alina Marcu
Dragos Costea
E. Slusanschi
Marius Leordeanu
SSeg
135
34
0
04 Apr 2018
Context-aware Synthesis for Video Frame Interpolation
Simon Niklaus
Yifan Zhang
228
428
0
29 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss
Asian Conference on Computer Vision (ACCV), 2018
Roey Mechrez
Itamar Talmi
Firas Shama
Lihi Zelnik-Manor
GAN
215
102
0
13 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
Md. Zahangir Alom
T. Taha
C. Yakopcic
Stefan Westberg
P. Sidike
Mst Shamima Nasrin
B. Van Essen
A. Awwal
V. Asari
VLM
406
975
0
03 Mar 2018
Solving Inverse Computational Imaging Problems using Deep Pixel-level Prior
IEEE Transactions on Computational Imaging (TCI), 2018
Akshat Dave
Anil Kumar Vadathya
R. Subramanyam
R. Baburajan
Kaushik Mitra
185
24
0
27 Feb 2018
Dense Recurrent Neural Networks for Scene Labeling
Heng Fan
Haibin Ling
185
14
0
21 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks
Yupei Wang
Xin Zhao
Yin Li
Kaiqi Huang
238
86
0
08 Jan 2018
Taming Adversarial Domain Transfer with Structural Constraints for Image Enhancement
E. Vansteenkiste
Patrick Kern
GAN
DiffM
141
2
0
02 Dec 2017
Patch Correspondences for Interpreting Pixel-level CNNs
Victor Fragoso
Chunhui Liu
Aayush Bansal
Deva Ramanan
161
3
0
29 Nov 2017
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery
Zhongzheng Ren
Yong Jae Lee
SSL
OOD
234
216
0
24 Nov 2017
Domain-adaptive deep network compression
Marc Masana
Joost van de Weijer
Luis Herranz
Andrew D. Bagdanov
J. Álvarez
241
63
0
04 Sep 2017
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