v1v2v3 (latest)

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 / 938 papers shown

Recurrent Inference Machines as inverse problem solvers for MR relaxometry

08 Jun 2021

Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable ApproachNeural Information Processing Systems (NeurIPS), 2021

Ahmed Abbas

Paul Swoboda

382

06 Jun 2021

Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation TaskIEEE Access (IEEE Access), 2021

Darwin Saire

Adín Ramirez Rivera

137

28 May 2021

Structured Convolutional Kernel Networks for Airline Crew SchedulingInternational Conference on Machine Learning (ICML), 2021

238

25 May 2021

HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow EmbeddingComputer Vision and Pattern Recognition (CVPR), 2021

Ruibo Li

Guosheng Lin

Tong He

Fayao Liu

Chunhua Shen

3DPC

179

17 May 2021

Neural Weighted A*: Learning Graph Costs and Heuristics with Differentiable Anytime A*International Conference on Machine Learning, Optimization, and Data Science (MOD), 2021

Alberto Archetti

Marco Cannici

Matteo Matteucci

239

04 May 2021

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

...

325

29 Apr 2021

Semantic Segmentation by Improved Generative Adversarial Networks

152

20 Apr 2021

CTNet: Context-based Tandem Network for Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Zechao Li

Yanpeng Sun

Jinhui Tang

164

224

20 Apr 2021

Multi-target prediction for dummies using two-branch neural networksMachine-mediated learning (ML), 2021

Dimitrios Iliadis

B. De Baets

Willem Waegeman

171

19 Apr 2021

An MRF-UNet Product of Experts for Image SegmentationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2021

Sébastien Ourselin

172

12 Apr 2021

A Design Space Study for LISTA and BeyondInternational Conference on Learning Representations (ICLR), 2021

189

08 Apr 2021

DCANet: Dense Context-Aware Network for Semantic Segmentation

126

06 Apr 2021

One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2021

Zhengzhe Liu

Xiaojuan Qi

Chi-Wing Fu

3DPC

266

147

06 Apr 2021

Robust Trust Region for Weakly Supervised SegmentationIEEE International Conference on Computer Vision (ICCV), 2021

D. Marin

Yuri Boykov

UQCV

216

05 Apr 2021

Causal Hidden Markov Model for Time Series Disease ForecastingComputer Vision and Pattern Recognition (CVPR), 2021

129

30 Mar 2021

Enhanced Boundary Learning for Glass-like Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2021

Xiangtai Li

192

101

29 Mar 2021

PlaneSegNet: Fast and Robust Plane Estimation Using a Single-stage Instance Segmentation CNNIEEE International Conference on Robotics and Automation (ICRA), 2021

170

29 Mar 2021

Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center RegularizationComputer Vision and Pattern Recognition (CVPR), 2021

166

24 Mar 2021

Learning to Optimize: A Primer and A BenchmarkJournal of machine learning research (JMLR), 2021

585

303

23 Mar 2021

A Comprehensive Survey of Scene Graphs: Generation and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Xiaojun Chang

Alexander G. Hauptmann

3DV

489

290

17 Mar 2021

Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor SegmentationInformation Fusion (Inf. Fusion), 2021

K. R. M. Fernando

Cris P Tsokos

223

09 Mar 2021

Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation

253

09 Mar 2021

Variational Structured Attention Networks for Deep Visual Representation LearningIEEE Transactions on Image Processing (TIP), 2021

Guanglei Yang

Paolo Rota

Xavier Alameda-Pineda

Dan Xu

M. Ding

Elisa Ricci

3DPC

173

05 Mar 2021

Non-local Channel Aggregation Network for Single Image Rain RemovalNeurocomputing (Neurocomputing), 2021

Zhipeng Su

Yixiong Zhang

Xiao-Ping Zhang

Feng Qi

215

03 Mar 2021

A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification

226

21 Feb 2021

Atlas-aware ConvNetfor Accurate yet Robust Anatomical SegmentationAsian Conference on Machine Learning (ACML), 2021

115

02 Feb 2021

Exploring Cross-Image Pixel Contrast for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021

Luc Van Gool

461

542

28 Jan 2021

Segmenting Transparent Object in the Wild with Transformer

Hang Xu

Ping Luo

521

21 Jan 2021

A survey on shape-constraint deep learning for medical image segmentationIEEE Reviews in Biomedical Engineering (IEEE Rev. Biomed. Eng.), 2021

246

19 Jan 2021

SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular imagesNeurocomputing (Neurocomputing), 2021

Jie Zhou

173

19 Jan 2021

Non-parametric Memory for Spatio-Temporal Segmentation of Construction Zones for Self-Driving

Shenlong Wang

18 Jan 2021

ORDNet: Capturing Omni-Range Dependencies for Scene ParsingIEEE Transactions on Image Processing (TIP), 2020

196

11 Jan 2021

Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise PredictionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

Dan Xu

Xavier Alameda-Pineda

Wanli Ouyang

Elisa Ricci

Xiaogang Wang

Andrii Zadaianchuk

205

08 Jan 2021

RethNet: Object-by-Object Learning for Detecting Facial Skin Problems

Shohrukh Bekmirzaev

Seoyoung Oh

Sang-Ah Yoo

125

06 Jan 2021

Weakly-Supervised Saliency Detection via Salient Object Subitizing

Jie Zhou

182

04 Jan 2021

Weakly Supervised Multi-Object Tracking and Segmentation

Idoia Ruiz

Lorenzo Porzi

Samuel Rota Buló

Peter Kontschieder

J. Serrat

187

03 Jan 2021

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with TransformersComputer Vision and Pattern Recognition (CVPR), 2020

...

Li Zhang

541

3,415

31 Dec 2020

End-to-End Deep Structured Models for Drawing CrosswalksEuropean Conference on Computer Vision (ECCV), 2018

Justin Liang

R. Urtasun

252

21 Dec 2020

HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020

324

227

21 Dec 2020

A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views?

129

21 Dec 2020

MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation

Yutong Cai

Yong Wang

SSeg

158

20 Dec 2020

LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point CloudsIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2020

231

18 Dec 2020

A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

216

18 Dec 2020

Unsupervised Image Segmentation using Mutual Mean-Teaching

Zhichao Wu

Lei Guo

Hao Zhang

Dan Xu

16 Dec 2020

Meticulous Object Segmentation

246

13 Dec 2020

Rethinking Learnable Tree Filter for Generic Feature Transform

Xiangyu Zhang

187

07 Dec 2020

High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip ConnectionsConference on Visual Media Production (VMP), 2020

A. Rhodes

Manan Goel

VOS

105

23 Nov 2020

Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver SegmentationInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2020

113

20 Nov 2020

Lung Segmentation in Chest X-rays with Res-CR-Net

288

14 Nov 2020