Knowledge Adaptation for Efficient Semantic Segmentation

12 March 2019

Chunhua Shen

Youliang Yan

Papers citing "Knowledge Adaptation for Efficient Semantic Segmentation"

50 / 124 papers shown

Title
Repainting and Imitating Learning for Lane DetectionACM Multimedia (ACM MM), 2022 Yue He Minyue Jiang Xiaoqing Ye Liang Du Zhikang Zou Wei Zhang Xiao Tan Errui Ding 151 2 0 11 Oct 2022
Descriptor Distillation: a Teacher-Student-Regularized Framework for Learning Local DescriptorsInternational Journal of Computer Vision (IJCV), 2022 Yuzhen Liu Qiulei Dong 313 3 0 23 Sep 2022
DRKF: Distilled Rotated Kernel Fusion for Efficient Rotation Invariant Descriptors in Local Feature MatchingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Ranran Huang Jiancheng Cai Chao Li Zhuoyuan Wu Xinmin Liu Z. Chai 142 2 0 22 Sep 2022
ViTKD: Practical Guidelines for ViT feature knowledge distillation Zhendong Yang Zhe Li Ailing Zeng Zexian Li Chun Yuan Yu Li 239 50 0 06 Sep 2022
Rethinking Knowledge Distillation via Cross-Entropy Zhendong Yang Zhe Li Yuan Gong Tianke Zhang Shanshan Lao Chun Yuan Yu Li 147 20 0 22 Aug 2022
Locality Guidance for Improving Vision Transformers on Tiny DatasetsEuropean Conference on Computer Vision (ECCV), 2022 Kehan Li Runyi Yu Zhennan Wang Li-ming Yuan Guoli Song Jie Chen ViT 145 53 0 20 Jul 2022
Aware of the History: Trajectory Forecasting with the Local Behavior DataEuropean Conference on Computer Vision (ECCV), 2022 Yiqi Zhong Zhenyang Ni Siheng Chen Ulrich Neumann AI4TS 164 24 0 20 Jul 2022
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text SpottingEuropean Conference on Computer Vision (ECCV), 2022 Ying-Cong Chen Liang Qiao1 Zhanzhan Cheng Shiliang Pu Yi Niu Xi Li 268 4 0 14 Jul 2022
Rich Feature Distillation with Feature Affinity Module for Efficient Image DehazingOptik (Stuttgart) (Optik), 2022 S. J. Anushri Suresh Nisha J.S. V. Gopi VLM 245 6 0 13 Jul 2022
DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning Shaoru Wang Zeming Li Jin Gao Liang Li Weiming Hu 123 0 0 13 Jul 2022
Normalized Feature Distillation for Semantic Segmentation Tao Liu Xi Yang Chenshu Chen 107 6 0 12 Jul 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Mohamed Bennai SSeg 285 26 0 17 Jun 2022
The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge DistillationInternational Conference on Learning Representations (ICLR), 2022 Zihui Xue Zhengqi Gao Sucheng Ren Hang Zhao 303 56 0 13 Jun 2022
Narrowing the Gap: Improved Detector Training with Noisy Location AnnotationsIEEE Transactions on Image Processing (IEEE TIP), 2022 Shaoru Wang Jin Gao Bing Li Weiming Hu ObjD NoLa 166 9 0 12 Jun 2022
SERE: Exploring Feature Self-relation for Self-supervised TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 207 19 0 10 Jun 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Yuenan Hou Xinge Zhu Yuexin Ma Chen Change Loy Yikang Li 3DPC 209 202 0 05 Jun 2022
Distilling Knowledge from Object Classification to Aesthetics Assessment Jingwen Hou Henghui Ding Weisi Lin Weide Liu Yuming Fang 164 41 0 02 Jun 2022
Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local PredictionsComputer Vision and Pattern Recognition (CVPR), 2022 Shuxuan Guo Yinlin Hu J. Álvarez Mathieu Salzmann 167 18 0 30 May 2022
Knowledge Distillation via the Target-aware TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Sihao Lin Hongwei Xie Bing Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang G. Wang ViT 238 133 0 22 May 2022
Distilling Inter-Class Distance for Semantic SegmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Zheng Zhang Chunluan Zhou Zhigang Tu VLM 254 29 0 07 May 2022
Masked Generative DistillationEuropean Conference on Computer Vision (ECCV), 2022 Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 278 234 0 03 May 2022
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated DistillationACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Quyang Pan Junbo Zhang Zeju Li Qing Liu FedML 301 33 0 14 Apr 2022
Cross-Image Relational Knowledge Distillation for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 315 233 0 14 Apr 2022
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Peng-Tao Jiang Yuqi Yang Qibin Hou Yunchao Wei 193 152 0 07 Apr 2022
Knowledge Amalgamation for Object Detection with TransformersIEEE Transactions on Image Processing (IEEE TIP), 2022 Haofei Zhang Feng Mao Mengqi Xue Gongfan Fang Zunlei Feng Mingli Song Weilong Dai ViT 345 16 0 07 Mar 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Kailai Li Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 208 54 0 27 Feb 2022
Efficient Video Segmentation Models with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang 129 0 0 24 Feb 2022
Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillationIEEE International Conference on Computer Vision (ICCV), 2021 Li Liu Qingle Huang Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Xiao-Xue Liang 178 124 0 08 Feb 2022
NoFADE: Analyzing Diminishing Returns on CO2 Investment André Fu Justin Tran Andy Xie Jonathan Spraggett Elisa Ding Chang Won Lee Kanav Singla Mahdi S. Hosseini Konstantinos N. Plataniotis 205 0 0 28 Nov 2021
Self-Distilled Self-Supervised Representation Learning Jiho Jang Seonhoon Kim Kiyoon Yoo Chaerin Kong Jang-Hyun Kim Nojun Kwak SSL 272 16 0 25 Nov 2021
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation Sumanth Chennupati Mohammad Mahdi Kamani Zhongwei Cheng Lin Chen 228 4 0 19 Oct 2021
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021 Wenxuan Zou Muyi Sun 187 11 0 27 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge DistillationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 140 150 0 23 Aug 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Jiaming Song 3DPC 160 128 0 18 Aug 2021
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot SegmentationIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2021 Qi Zhao Binghao Liu Shuchang Lyu Yifan Yang VLM 198 24 0 14 Aug 2021
Online Knowledge Distillation for Efficient Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2021 Zheng Li Jingwen Ye Xiuming Zhang Ying Huang Zhigeng Pan 204 115 0 04 Aug 2021
Global Aggregation then Local Distribution for Scene ParsingIEEE Transactions on Image Processing (TIP), 2021 Xiangtai Li Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Xiatian Zhu Tao Xiang 164 23 0 28 Jul 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge DistillationIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 173 31 0 26 Jul 2021
Double Similarity Distillation for Semantic Image SegmentationIEEE Transactions on Image Processing (TIP), 2021 Yingchao Feng Xian Sun Wenhui Diao Jihao Li Xin Gao 126 70 0 19 Jul 2021
Federated Action Recognition on Heterogeneous Embedded Devices Pranjali Jain Shreyas Goenka S. Bagchi Biplab Banerjee Somali Chaterji FedML 137 9 0 18 Jul 2021
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference Chaojian Li Wuyang Chen Yuchen Gu Tianlong Chen Yonggan Fu Zinan Lin Yingyan Lin 298 0 0 16 Jul 2021
Distilling Image Classifiers in Object DetectorsNeural Information Processing Systems (NeurIPS), 2021 Shuxuan Guo J. Álvarez Mathieu Salzmann VLM 178 8 0 09 Jun 2021
Spirit Distillation: A Model Compression Method with Multi-domain Knowledge TransferKnowledge Science, Engineering and Management (KSEM), 2021 Zhiyuan Wu Yu-Gang Jiang Minghao Zhao Chupeng Cui Zongmin Yang Xinhui Xue Hong Qi VLM 164 10 0 29 Apr 2021
End-to-End Interactive Prediction and Planning with Optical Flow Distillation for Autonomous Driving Hengli Wang Peide Cai Rui Fan Yuxiang Sun Ming-Yuan Liu 157 25 0 18 Apr 2021
Learning Interpretable End-to-End Vision-Based Motion Planning for Autonomous Driving with Optical Flow DistillationIEEE International Conference on Robotics and Automation (ICRA), 2021 Hengli Wang Peide Cai Yuxiang Sun Lujia Wang Ming-Yuan Liu 139 51 0 18 Apr 2021
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose EstimationAAAI Conference on Artificial Intelligence (AAAI), 2021 Jiabin Zhang Zheng Zhu Jiwen Lu Junjie Huang Guan Huang Jie Zhou 3DH 486 14 0 06 Apr 2021
Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data Zhiyuan Wu Yu-Gang Jiang Chupeng Cui Zongmin Yang Xinhui Xue Hong Qi 147 8 0 25 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and ApplicationsIEEE Internet of Things Journal (IEEE IoT Journal), 2021 Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 250 45 0 20 Mar 2021
Instance and Panoptic Segmentation Using Conditional ConvolutionsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zhi Tian Bowen Zhang Hao Chen Chunhua Shen ISeg 330 54 0 05 Feb 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 199 39 0 11 Jan 2021