Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

10 January 2019

Li Fei-Fei

Papers citing "Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation"

50 / 262 papers shown

Title
Panoptic Segmentation Forecasting Colin Graber Grace Tsai Michael Firman Gabriel J. Brostow Alex Schwing 46 12 0 08 Apr 2021
Progressive Semantic Segmentation Chuong Huynh Anh Tran Khoa Luu Minh Hoai 50 89 0 08 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 38 7 0 06 Apr 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking Minghao Chen Houwen Peng Jianlong Fu Haibin Ling 39 19 0 01 Apr 2021
Rethinking Neural Operations for Diverse Tasks Nicholas Roberts M. Khodak Tri Dao Liam Li Christopher Ré Ameet Talwalkar AI4CE 48 22 0 29 Mar 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao Tao Chen Guosen Xie Chuanyi Zhang Fumin Shen Qi Wu Zhenmin Tang Jian Zhang 74 190 0 26 Mar 2021
On Evolving Attention Towards Domain Adaptation Kekai Sheng Ke Li Xiawu Zheng Jian Liang Weiming Dong Feiyue Huang Rongrong Ji Xing Sun 46 7 0 25 Mar 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Changlin Li Tao Tang Guangrun Wang Jiefeng Peng Bing Wang Xiaodan Liang Xiaojun Chang ViT 69 105 0 23 Mar 2021
Dilated SpineNet for Semantic Segmentation Abdullah M. Rashwan Xianzhi Du Xiaoqi Yin Jing Li SSeg 20 7 0 23 Mar 2021
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion Peng Sun Wenhu Zhang Huanyu Wang Songyuan Li Xi Li 43 145 0 22 Mar 2021
Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang Paolo Rota Xavier Alameda-Pineda Dan Xu M. Ding Elisa Ricci 3DPC 41 3 0 05 Mar 2021
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation Chongyi Li Chunle Guo Chen Change Loy 3DV 50 478 0 01 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 326 3,653 0 24 Feb 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective Wuyang Chen Xinyu Gong Zhangyang Wang OOD 55 233 0 23 Feb 2021
RoI Tanh-polar Transformer Network for Face Parsing in the Wild Yiming Lin Jie Shen Yujiang Wang Maja Pantic CVBM ViT 33 48 0 04 Feb 2021
Neural Architecture Search with Random Labels Xuanyang Zhang Pengfei Hou Xinming Zhang Jian Sun 38 53 0 28 Jan 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 81 224 0 27 Jan 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 39 99 0 22 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 52 2 0 04 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 33 14 0 24 Dec 2020
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search Y. Fu Zhongzhi Yu Yongan Zhang Yingyan Lin 27 4 0 24 Dec 2020
AutoCaption: Image Captioning with Neural Architecture Search Xinxin Zhu Weining Wang Longteng Guo Jing Liu 32 9 0 16 Dec 2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 24 46 0 13 Dec 2020
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition Zhaoqun Li Hongren Wang Jinxing Li 3DPC 3DV 28 8 0 10 Dec 2020
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation Rihuan Ke Angelica Aviles-Rivero Saurabh Pandey Saikumar Reddy Carola-Bibiane Schönlieb 36 52 0 01 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 62 528 0 01 Dec 2020
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition Hsin-Pai Cheng Feng Liang Meng Li Bowen Cheng Feng Yan H. Li Vikas Chandra Yiran Chen 22 9 0 30 Nov 2020
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 59 4 0 30 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 32 48 0 23 Nov 2020
Densely connected multidilated convolutional networks for dense prediction tasks Naoya Takahashi Yuki Mitsufuji 3DV 26 65 0 21 Nov 2020
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Yuexin Ma Wei Li Hongsheng Li Dahua Lin 3DPC 38 528 0 19 Nov 2020
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer William J. McNally Kanav Vats Alexander Wong J. McPhee 3DH 32 16 0 17 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 47 25 0 08 Nov 2020
Universal Activation Function For Machine Learning Brosnan Yuen Minh Tu Hoang Xiaodai Dong Tao Lu 26 41 0 07 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 27 23 0 06 Nov 2020
Multi-layer Feature Aggregation for Deep Scene Parsing Models Litao Yu Yongsheng Gao Jun Zhou Jian Zhang Qiang Wu SSeg 58 1 0 04 Nov 2020
SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching Haoyuan Zhang Yonghong Hou Pichao Wang Zihui Guo Wanqing Li 37 15 0 29 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 37 174 0 10 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 37 48 0 02 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 43 551 0 28 Sep 2020
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search Wei-wei Zhu Xipeng Qiu Yuan Ni Guotong Xie 29 18 0 22 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 51 79 0 17 Sep 2020
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Yuanfeng Ji Ruimao Zhang Zhuguo Li Jiamin Ren Shaoting Zhang Ping Luo 3DPC 16 23 0 16 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 19 40 0 14 Sep 2020
AutoTrans: Automating Transformer Design via Reinforced Architecture Search Wei-wei Zhu Xiaoling Wang Xipeng Qiu Yuan Ni Guotong Xie 43 18 0 04 Sep 2020
Graph Neural Network Architecture Search for Molecular Property Prediction Shengli Jiang Prasanna Balaprakash GNN AI4CE 21 34 0 27 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective Kun Yuan Quanquan Li Jing Shao Junjie Yan 57 3 0 19 Aug 2020
AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation Xinyu Gong Wuyang Chen Yi Ding Ye Yuan Xianming Liu Qian Zhang Yuan Li Zhangyang Wang 51 20 0 16 Aug 2020
Can weight sharing outperform random architecture search? An investigation with TuNAS Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le OOD 36 121 0 13 Aug 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 40 18 0 24 Jul 2020