Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade

5 April 2017

Papers citing "Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade"

50 / 99 papers shown

Title
PAUMER: Patch Pausing Transformer for Semantic Segmentation Evann Courdier Prabhu Teja Sivaprasad François Fleuret 118 2 0 01 Nov 2023
LightGlue: Local Feature Matching at Light Speed Philipp Lindenberger Paul-Edouard Sarlin Marc Pollefeys 3DV VLM 227 551 0 23 Jun 2023
Dynamically Modular and Sparse General Continual Learning Arnav Varma Elahe Arani Bahram Zonooz 77 1 0 02 Jan 2023
Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN Lei Li Tianfang Zhang Fabian Gieseke Christian Igel CVBM 113 22 0 18 Dec 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Zhekai Zhang Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 236 55 0 03 Nov 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 78 13 0 13 Oct 2022
Token-Label Alignment for Vision Transformers Han Xiao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 117 4 0 12 Oct 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 147 1 0 16 Jun 2022
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning Dawei Dai Chunjie Wang Shuyin Xia Yingge Liu Guo-Zhen Wang 74 11 0 17 Mar 2022
Example Perplexity N. Zhang Weiyan Xie Zhi Lin Guanfang Dong Xiao-hui Li Caleb Chen Cao Yunpeng Wang AAML 49 0 0 16 Mar 2022
Dual Perceptual Loss for Single Image Super-Resolution Using ESRGAN Mingli Song Huawei Yi Wenqiang Xu Xiaohui Li Yue Liu Yuanyuan Liu SupR 79 7 0 17 Jan 2022
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 72 5 0 22 Dec 2021
Boosting Mobile CNN Inference through Semantic Memory Yun Li Chen Zhang S. Han Li Zhang B. Yin Yunxin Liu Mengwei Xu ObjD 91 18 0 05 Dec 2021
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond Đ.Khuê Lê-Huu Alahari Karteek 150 13 0 27 Oct 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 130 37 0 27 Aug 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation Ailing Zeng Xiao Sun Lei Yang Nanxuan Zhao Minhao Liu Qiang Xu 3DH 136 114 0 16 Aug 2021
LeafMask: Towards Greater Accuracy on Leaf Segmentation Ruohao Guo Liao Qu Dantong Niu Zhenbo Li Jun Yue ISeg 91 14 0 08 Aug 2021
Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation Chi-Wei Hsiao Cheng Sun Hwann-Tzong Chen Min Sun 98 9 0 04 Aug 2021
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference Chaojian Li Wuyang Chen Yuchen Gu Tianlong Chen Yonggan Fu Zhangyang Wang Yingyan Lin 157 0 0 16 Jul 2021
Content-Aware Convolutional Neural Networks Yong Guo Yaofo Chen Mingkui Tan Kui Jia Jian Chen Jingdong Wang 104 9 0 30 Jun 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 91 42 0 28 Jun 2021
ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 224 356 0 09 Jun 2021
Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions Stefanos Laskaridis Alexandros Kouris Nicholas D. Lane TPM 136 132 0 09 Jun 2021
Multi-Exit Semantic Segmentation Networks Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 107 33 0 07 Jun 2021
SuMa++: Efficient LiDAR-based Semantic SLAM Xieyuanli Chen Andres Milioto Andres Milioto Emanuele Palazzolo Philippe Giguère Jens Behley C. Stachniss 127 465 0 24 May 2021
Cascade Image Matting with Deformable Graph Refinement Zijian Yu Xuhui Li Huijuan Huang Wen Zheng Li Chen 3DH 129 14 0 06 May 2021
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets Jun Chen Guang Yang H. Khan Heye Zhang Yanping Zhang Shu Zhao R. Mohiaddin T. Wong D. Firmin J. Keegan GAN MedIm 85 55 0 01 May 2021
Skip-Convolutions for Efficient Video Processing A. Habibian Davide Abati Taco S. Cohen B. Bejnordi 125 53 0 23 Apr 2021
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features Gang Zhang Xin Lu Jingru Tan Jianmin Li Zhaoxiang Zhang Quanquan Li Xiaolin Hu ISeg 117 110 0 17 Apr 2021
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud Mingye Xu Zhipeng Zhou Junhao Zhang Yu Qiao 3DPC 179 14 0 18 Mar 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 211 711 0 09 Feb 2021
Learning Crisp Boundaries Using Deep Refinement Network and Adaptive Weighting Loss Yijun Cao Chuan Lin Yongjie Li 109 39 0 02 Feb 2021
Uncertainty-Aware Deep Calibrated Salient Object Detection Jing Zhang Yuchao Dai Xin Yu Mehrtash Harandi Nick Barnes Leonid Sigal UQCV EDL 116 6 0 10 Dec 2020
CARAFE++: Unified Content-Aware ReAssembly of FEatures Yuan Liu Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 89 57 0 07 Dec 2020
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst Tinne Tuytelaars SSeg 64 19 0 24 Nov 2020
Perceive, Attend, and Drive: Learning Spatial Attention for Safe Self-Driving Bob Wei Mengye Ren Wenyuan Zeng Ming Liang Binh Yang R. Urtasun 3DPC 151 44 0 02 Nov 2020
Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training Xiaofeng Liu Yuzhuo Han S. Bai Yi Ge Tianxing Wang Xu Han Site Li J. You Jun Lu 96 60 0 21 Oct 2020
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiang Wang Song Wang ViT 157 77 0 20 Oct 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 156 383 0 17 Jul 2020
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning Viktor Olsson Wilhelm Tranheden Juliano Pinto Lennart Svensson 241 358 0 15 Jul 2020
Camera-Lidar Integration: Probabilistic sensor fusion for semantic mapping J. S. Berrio Mao Shan Stewart Worrall E. Nebot 190 61 0 09 Jul 2020
Real-time Semantic Segmentation with Fast Attention Ping Hu Federico Perazzi Fabian Caba Heilbron Oliver Wang Zhe Lin Kate Saenko Stan Sclaroff SSeg 135 122 0 07 Jul 2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? Safa Messaoud Maghav Kumar Alex Schwing 79 5 0 27 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 164 1,306 0 05 Apr 2020
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation Xiaogang Xu Hengshuang Zhao Jiaya Jia AAML 62 43 0 14 Mar 2020
Efficient Video Semantic Segmentation with Labels Propagation and Refinement M. Paul Christoph Mayer Luc Van Gool Radu Timofte 90 38 0 26 Dec 2019
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference Thomas Verelst Tinne Tuytelaars 168 161 0 06 Dec 2019
S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search Zhihang Yuan Bingzhe Wu Zheng Liang Shiwan Zhao Weichen Bi Guangyu Sun 116 31 0 16 Nov 2019
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng Peng Wang Chenye Guan Ruigang Yang 187 236 0 13 Nov 2019
Correlation Maximized Structural Similarity Loss for Semantic Segmentation Shuai Zhao Boxi Wu Wenqing Chu Yao Hu Deng Cai 63 26 0 19 Oct 2019