Conditional Random Fields as Recurrent Neural Networks

11 February 2015

Shuai Zheng

Sadeep Jayasumana

Bernardino Romera-Paredes

Papers citing "Conditional Random Fields as Recurrent Neural Networks"

50 / 427 papers shown

Title
Face Parsing with RoI Tanh-Warping Jinpeng Lin Hao Yang Dong Chen Ming Zeng Fang Wen Lu Yuan 3DH CVBM 38 77 0 04 Jun 2019
Structured Output Learning with Conditional Generative Flows You Lu Bert Huang BDL DRL 21 72 0 30 May 2019
Hallucinating Optical Flow Features for Video Classification Yongyi Tang Lin Ma Lianqiang Zhou 19 19 0 28 May 2019
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition Songyang Zhang Shipeng Yan Xuming He GNN 37 81 0 28 May 2019
Road Segmentation with Image-LiDAR Data Fusion Huafeng Liu Yazhou Yao Zeren Sun Xiangrui Li Ke Jia Zhenmin Tang 18 14 0 26 May 2019
Neural ODEs with stochastic vector field mixtures Niall Twomey Michał Kozłowski Raúl Santos-Rodríguez 19 4 0 23 May 2019
ROSA: Robust Salient Object Detection against Adversarial Attacks Haofeng Li Guanbin Li Yizhou Yu AAML 10 28 0 09 May 2019
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation Chunfeng Song Yan Huang Wanli Ouyang Liang Wang 19 216 0 26 Apr 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes Qi. Wang Junyu Gao Xuelong Li 28 192 0 19 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 66 1,758 0 18 Apr 2019
Brain Tumor Segmentation on MRI with Missing Modalities Yan Shen Mingchen Gao 19 78 0 15 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 39 117 0 11 Apr 2019
Adaptive Morphological Reconstruction for Seeded Image Segmentation Tao Lei Xiaohong Jia Tongliang Liu Shigang Liu Hongying Meng A. Nandi 9 59 0 08 Apr 2019
Controlling Neural Networks via Energy Dissipation Michael Möller Thomas Möllenhoff Daniel Cremers 33 17 0 05 Apr 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 28 291 0 28 Mar 2019
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Amir Atapour-Abarghouei T. Breckon MDE 33 34 0 26 Mar 2019
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph Yao-Hung Hubert Tsai S. Divvala Louis-Philippe Morency Ruslan Salakhutdinov Ali Farhadi 27 103 0 25 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 15 31 0 13 Mar 2019
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries Jawadul H. Bappy Cody Simons L. Nataraj B. S. Manjunath A. Roy-Chowdhury 27 342 0 06 Mar 2019
A Deep DUAL-PATH Network for Improved Mammogram Image Processing Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson AI4CE 11 21 0 01 Mar 2019
Two-phase Hair Image Synthesis by Self-Enhancing Generative Model Haonan Qiu Chuan Wang Hang Zhu Xiangyu Zhu Jinjin Gu Xiaoguang Han 3DH GAN 11 12 0 28 Feb 2019
Harmonic Unpaired Image-to-image Translation Rui Zhang Tomas Pfister Jia Li GAN 16 48 0 26 Feb 2019
Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework Lei Li Fuping Wu Guang Yang Lingchao Xu T. Wong R. Mohiaddin D. Firmin J. Keegan Xiahai Zhuang MedIm 16 69 0 21 Feb 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 41 988 0 21 Feb 2019
Geometric Matrix Completion with Deep Conditional Random Fields Duc Minh Nguyen A. Calderbank Nikos Deligiannis 20 7 0 29 Jan 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 29 1 0 24 Jan 2019
Random Forest with Learned Representations for Semantic Segmentation Byeongkeun Kang Truong Thao Nguyen 20 30 0 23 Jan 2019
FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction Shuyang Sun Jiangmiao Pang Jianping Shi Shuai Yi Wanli Ouyang 22 100 0 11 Jan 2019
Taking a Deeper Look at the Inverse Compositional Algorithm Zhaoyang Lv F. Dellaert James M. Rehg Andreas Geiger 3DV 19 48 0 17 Dec 2018
A Parametric Top-View Representation of Complex Road Scenes Ziyan Wang Buyu Liu S. Schulter Manmohan Chandraker AI4TS 16 44 0 14 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 22 0 0 10 Dec 2018
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps Takayuki Katsuki Takayuki Osogami Akira Koseki Masaki Ono M. Kudo M. Makino Atsushi Suzuki AI4TS 16 1 0 06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 25 159 0 06 Dec 2018
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Joseph Aylett-Bullock C. Cuesta-Lázaro Arnau Quera-Bofarull 27 101 0 03 Dec 2018
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 38 2,523 0 28 Nov 2018
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan Chunfeng Song Jun Xiao 33 205 0 27 Nov 2018
CGNet: A Light-weight Context Guided Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Yongdong Zhang SSeg 26 510 0 20 Nov 2018
Scene Graph Generation via Conditional Random Fields Weilin Cong Wei Wang Wang-Chien Lee GNN 27 22 0 20 Nov 2018
Learning Energy Based Inpainting for Optical Flow Christoph Vogel Huijuan Cao Thomas Pock 3DPC 32 5 0 09 Nov 2018
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images Shuai Chen Marleen de Bruijne MedIm 20 11 0 08 Nov 2018
Deep Structured Prediction with Nonlinear Output Transformations Colin Graber Ofer Meshi A. Schwing BDL 23 25 0 01 Nov 2018
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 32 277 0 23 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 24 147 0 08 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 52 311 0 04 Oct 2018
Learning Discriminators as Energy Networks in Adversarial Learning Pingbo Pan Yan Yan Tianbao Yang Yi Yang 13 1 0 02 Oct 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 30 189 0 17 Sep 2018
Head Reconstruction from Internet Photos Shu Liang Linda G. Shapiro Ira Kemelmacher-Shlizerman 3DH 14 33 0 13 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 74 2,422 0 06 Sep 2018
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net Heyi Li Dongdong Chen B. Nailon Mike Davies Dave Laurenson SSeg 26 48 0 27 Aug 2018
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng Yunfan Li Ivor W. Tsang Erik Cambria Jiancheng Lv Qiufeng Wang 13 74 0 22 Aug 2018