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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

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Title
A Tree-Structured Multi-Task Model Recommender Lijun Zhang Xiao Liu Hui Guan LRM VLM 84 10 0 10 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Jiaming Zhang Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 98 335 0 09 Mar 2022
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation Fu Li Hao Yu I. Shugurov Benjamin Busam Shaowu Yang Slobodan Ilic 3DH 97 64 0 09 Mar 2022
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Yukun Su Jingliang Deng Rui Sun Guosheng Lin Qingyao Wu ViT 84 83 0 09 Mar 2022
Monocular Depth Distribution Alignment with Low Computation Fei Sheng Feng Xue Yicong Chang Wenteng Liang Anlong Ming MDE 94 9 0 09 Mar 2022
Fast Road Segmentation via Uncertainty-aware Symmetric Network Yicong Chang Feng Xue Fei Sheng Wenteng Liang Anlong Ming EDL UQCV 65 36 0 09 Mar 2022
3SD: Self-Supervised Saliency Detection With No Labels R. Yasarla Renliang Weng Wongun Choi Vishal M. Patel Amir Sadeghian 70 5 0 09 Mar 2022
Lightweight Monocular Depth Estimation through Guided Decoding M. Rudolph Youssef Dawoud Ronja Güldenring Lazaros Nalpantidis Vasileios Belagiannis MDE 102 25 0 08 Mar 2022
A Gating Model for Bias Calibration in Generalized Zero-shot Learning Gukyeong Kwon Ghassan Al-Regib 102 25 0 08 Mar 2022
Contrastive Enhancement Using Latent Prototype for Few-Shot Segmentation Xiaoyu Zhao Xiaoqian Chen Zhiqiang Gong Wen Yao Yunyang Zhang Xiaohu Zheng VLM 69 0 0 08 Mar 2022
Semantic Distillation Guided Salient Object Detection Bo Xu Guanze Liu Han Huang Cheng Lu Yandong Guo 60 3 0 08 Mar 2022
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs Lang Peng Zhirong Chen Zhang-Hua Fu Pengpeng Liang Erkang Cheng 129 136 0 08 Mar 2022
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes Xi Weng Y. Yan Genshun Dong Chang Shu Biao Wang Hanzi Wang Ji Zhang SSeg 124 25 0 08 Mar 2022
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes Weng Xi Y. Yan Si Chen Jing-Hao Xue Hanzi Wang 146 55 0 08 Mar 2022
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels Yuchao Wang Haochen Wang Yujun Shen Jingjing Fei Wei Li Guoqiang Jin Liwei Wu Rui Zhao Xinyi Le UQCV 76 351 0 08 Mar 2022
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving R. Mahjourian Jinkyu Kim Yuning Chai Mingxing Tan Benjamin Sapp Drago Anguelov 89 83 0 08 Mar 2022
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 540 88 0 08 Mar 2022
Residual Aligner Network Jian-Qing Zheng Ziyang Wang Baoru Huang Ngee Han Lim Bartłomiej W. Papież MedIm 82 11 0 07 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 113 270 0 07 Mar 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 122 41 0 07 Mar 2022
Clustering and classification of low-dimensional data in explicit feature map domain: intraoperative pixel-wise diagnosis of adenocarcinoma of a colon in a liver Dario Sitnik I. Kopriva 29 1 0 07 Mar 2022
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs J. Curtò I. D. Zarzà Hong-Mei Yan Carlos T. Calafate 161 1 0 07 Mar 2022
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation Qi Chen Lingxiao Yang Jianhuang Lai Xiaohua Xie VLM 157 140 0 06 Mar 2022
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation Cong Cao Tianwei Lin Dongliang He Fu Li Huanjing Yue Jingyu Yang Errui Ding 136 16 0 05 Mar 2022
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection Youwei Pang Xiaoqi Zhao Tian-Zhu Xiang Zhang Lihe Huchuan Lu ObjD 101 227 0 05 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation Jinheng Xie Xianxu Hou Kai Ye Linlin Shen CLIP VLM 177 111 0 05 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers Lixiang Ru Yibing Zhan Baosheng Yu Bo Du ViT 105 187 0 05 Mar 2022
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context Pinaki Nath Chowdhury Aneeshan Sain A. Bhunia Tao Xiang Yulia Gryaditskaya Yi-Zhe Song 3DV 93 54 0 04 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 93 2 0 03 Mar 2022
Region-of-Interest Based Neural Video Compression Yura Perugachi-Diaz Guillaume Sautière Davide Abati Yang Yang A. Habibian Taco S. Cohen 46 7 0 03 Mar 2022
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Bo Zhang Tao Chen Bin Wang 153 51 0 03 Mar 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 125 185 0 03 Mar 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Kecheng Zhang Xiahai Zhuang 86 68 0 03 Mar 2022
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks Gianni Franchi Xuanlong Yu Andrei Bursuc Ángel Tena Rémi Kazmierczak Séverine Dubuisson Emanuel Aldea David Filliat UQCV 102 28 0 02 Mar 2022
Contextual Attention Network: Transformer Meets U-Net Reza Azad Moein Heidari Yuli Wu Dorit Merhof ViT MedIm 69 77 0 02 Mar 2022
A Unified Query-based Paradigm for Point Cloud Understanding Zetong Yang Li Jiang Yanan Sun Bernt Schiele Jiaya Jia 3DPC 120 39 0 02 Mar 2022
Detecting Adversarial Perturbations in Multi-Task Perception Marvin Klingner V. Kumar S. Yogamani Andreas Bär Tim Fingscheidt AAML 83 15 0 02 Mar 2022
Improving Lidar-Based Semantic Segmentation of Top-View Grid Maps by Learning Features in Complementary Representations Frank Bieder Maximilian Link Simon Romanski Haohao Hu Christoph Stiller 3DPC 48 2 0 02 Mar 2022
Vision-based Large-scale 3D Semantic Mapping for Autonomous Driving Applications Qing Cheng Niclas Zeller Zorah Lähner 3DPC 64 10 0 02 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 62 14 0 02 Mar 2022
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation Zhaozheng Chen Tan Wang Xiongwei Wu Xiansheng Hua Hanwang Zhang Qianru Sun WSOL VLM 152 149 0 02 Mar 2022
MuSE-SVS: Multi-Singer Emotional Singing Voice Synthesizer that Controls Emotional Intensity Sungjae Kim Y.E. Kim Jewoo Jun Injung Kim 107 14 0 02 Mar 2022
Boundary Corrected Multi-scale Fusion Network for Real-time Semantic Segmentation Tian-Shun Jiang Yi Jin Tengfei Liang Xu Wang Yidong Li SSeg 80 2 0 01 Mar 2022
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 136 72 0 28 Feb 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection N. S. An P. N. Lan D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang SSeg 82 30 0 28 Feb 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 89 17 0 28 Feb 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 54 21 0 28 Feb 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 72 10 0 28 Feb 2022
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving Lidia Fantauzzo Eros Fani Debora Caldarola A. Tavera Fabio Cermelli Marco Ciccone Barbara Caputo FedML 112 56 0 28 Feb 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Jiaming Zhang Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 91 38 0 27 Feb 2022