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 / 410 papers shown

Title
An Empirical Study of Causal Relation Extraction Transfer: Design and Data Sydney Anuyah Jack Vanschaik Palak Jain Sawyer Lehman Sunandan Chakraborty 49 0 0 08 Mar 2025
Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field Lan Jiang Yuchao Zheng Miao Yu Haiqing Zhang Fatemah Aladwani Alessandro Perelli MedIm 71 0 0 21 Nov 2024
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms Sophia J. Abraham Jin Huang Brandon RichardWebster Michael Milford Jonathan D. Hauenstein Walter J. Scheirer 45 0 0 25 Jul 2024
Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval Daeun Lee Jaewoong Choi Hiroshi Mizuseki Byungju Lee 16 0 0 22 Jul 2024
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation Ankush Gajanan Arudkar Bernard J.E. Evans 38 0 0 30 May 2024
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 45 11 0 29 Apr 2024
Leveraging point annotations in segmentation learning with boundary loss Eva Breznik H. Kervadec F. Malmberg J. Kullberg Haakan Ahlstrom Marleen de Bruijne Robin Strand 37 1 0 06 Nov 2023
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation Sadeep Jayasumana Daniel Glasner Srikumar Ramalingam Andreas Veit Ayan Chakrabarti Surinder Kumar DiffM 27 0 0 14 Aug 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 44 0 0 13 Jul 2023
Monotone deep Boltzmann machines Zhili Feng Ezra Winston J. Zico Kolter 30 1 0 11 Jul 2023
Image Segmentation via Probabilistic Graph Matching Ayelet Heimowitz Y. Keller 14 19 0 13 May 2023
Building Footprint Extraction with Graph Convolutional Network Yilei Shi Qingyu Li Xiaoxiang Zhu 16 6 0 08 May 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Thanh-Dat Truong Ngan Le Bhiksha Raj J. Cothren Khoa Luu 47 25 0 04 Apr 2023
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 26 1 0 25 Mar 2023
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation Jianjian Yin Zhichao Zheng Yanhui Gu Junsheng Zhou Yi Chen 41 6 0 14 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 35 50 0 13 Feb 2023
Model-based inexact graph matching on top of CNNs for semantic scene understanding Jérémy Chopin Jean-Baptiste Fasquel Harold Mouchère Rozenn Dahyot Isabelle Bloch 32 6 0 18 Jan 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 24 8 0 12 Jan 2023
Semantic Segmentation via Pixel-to-Center Similarity Calculation Dongyue Wu Zi-Wen Guo Ao Li Changqian Yu Changxin Gao Nong Sang 31 2 0 12 Jan 2023
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Haoyu Ma Xiangru Lin Yizhou Yu 143 14 0 03 Jan 2023
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 36 9 0 24 Nov 2022
Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors R. Burgert Kanchana Ranasinghe Xiang Li Michael S. Ryoo DiffM VLM 34 37 0 23 Nov 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Chen Liang Wenguan Wang Jiaxu Miao Yi Yang VLM 41 117 0 05 Oct 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 31 1 0 20 Sep 2022
A Review on Visual-SLAM: Advancements from Geometric Modelling to Learning-based Semantic Scene Understanding Tin Lai 3DGS 29 21 0 12 Sep 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction Li Zhang Jiachen Lu Sixiao Zheng Xinxuan Zhao Xiatian Zhu Yanwei Fu Tao Xiang Jianfeng Feng Philip H. S. Torr ViT 27 7 0 19 Jul 2022
EVAC+: Multi-scale V-net with Deep Feature CRF Layers for Brain Extraction Jong Sung Park S. Fadnavis Eleftherios Garyfallidis 42 0 0 06 Jun 2022
NeuPSL: Neural Probabilistic Soft Logic Connor Pryor Charles Dickens Eriq Augustine Alon Albalak William Wang Lise Getoor NAI 19 33 0 27 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 61 15 0 22 May 2022
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference Aaron Courville Kewei Tu 26 1 0 07 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 24 1 0 04 Apr 2022
ReSTR: Convolution-free Referring Image Segmentation Using Transformers N. Kim Dongwon Kim Cuiling Lan Wenjun Zeng Suha Kwak 30 136 0 31 Mar 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 37 26 0 30 Mar 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 34 260 0 28 Mar 2022
Learning Graph Regularisation for Guided Super-Resolution Riccardo de Lutio Alexander Becker Stefano Dáronco S. Russo Jan Dirk Wegner Konrad Schindler SupR 18 36 0 27 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 21 60 0 19 Mar 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 48 93 0 10 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 20 2 0 03 Mar 2022
Learning Neural Set Functions Under the Optimal Subset Oracle Zijing Ou Tingyang Xu Qinliang Su Yingzhen Li P. Zhao Yatao Bian BDL 18 9 0 03 Mar 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Kecheng Zhang Xiahai Zhuang 21 68 0 03 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 20 20 0 28 Feb 2022
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport Mahdi Saleh Shun-cheng Wu Luca Cosmo Nassir Navab Benjamin Busam F. Tombari 27 22 0 03 Feb 2022
Dilated Continuous Random Field for Semantic Segmentation Xi Mo Xiangyu Chen Cuncong Zhong Rui Li Kaidong Li Usman Sajid 3DV 29 0 0 01 Feb 2022
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation Yi Li Yiqun Duan Zhanghui Kuang Yimin Chen Wayne Zhang Xiaomeng Li 30 72 0 14 Dec 2021
Neural Belief Propagation for Scene Graph Generation Daqi Liu M. Bober J. Kittler GNN 19 8 0 10 Dec 2021
Optimizing Edge Detection for Image Segmentation with Multicut Penalties Steffen Jung Sebastian Ziegler Amirhossein Kardoost M. Keuper 30 4 0 10 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
MSP : Refine Boundary Segmentation via Multiscale Superpixel Jie Zhu Huabin Huang Banghuai Li Yong Liu Leye Wang 33 1 0 03 Dec 2021
High Quality Segmentation for Ultra High-resolution Images Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Jianlong Wu Zhe-nan Lin Jiaya Jia 81 43 0 29 Nov 2021
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs Rajdeep Das Ajoy Mondal T. Chakraborty Kuntal Ghosh 62 11 0 13 Nov 2021