Similarity-Preserving Knowledge Distillation

23 July 2019

Papers citing "Similarity-Preserving Knowledge Distillation"

50 / 122 papers shown

Title
NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs Yijun Tian Chuxu Zhang Zhichun Guo Xiangliang Zhang Nitesh V. Chawla 29 14 0 22 Aug 2022
Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion Duy Phuong Nguyen Sixing Yu J. P. Muñoz Ali Jannesari FedML 11 12 0 16 Aug 2022
Task-Balanced Distillation for Object Detection Ruining Tang Zhen-yu Liu Yangguang Li Yiguo Song Hui Liu Qide Wang Jing Shao Guifang Duan Jianrong Tan 19 20 0 05 Aug 2022
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 18 7 0 02 Aug 2022
Locality Guidance for Improving Vision Transformers on Tiny Datasets Kehan Li Runyi Yu Zhennan Wang Li-ming Yuan Guoli Song Jie Chen ViT 17 43 0 20 Jul 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network Kangfu Mei Vishal M. Patel Rui Huang DiffM 13 8 0 19 Jul 2022
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection H. Rasheed Muhammad Maaz Muhammad Uzair Khattak Salman Khan F. Khan ObjD VLM 23 151 0 07 Jul 2022
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds Wu Zheng Li Jiang Fanbin Lu Yangyang Ye Chi-Wing Fu 3DPC ObjD 29 9 0 03 Jul 2022
Boosting 3D Object Detection by Simulating Multimodality on Point Clouds Wu Zheng Ming-Hong Hong Li Jiang Chi-Wing Fu 3DPC 19 30 0 30 Jun 2022
Evaluation-oriented Knowledge Distillation for Deep Face Recognition Y. Huang Jiaxiang Wu Xingkun Xu Shouhong Ding CVBM 11 32 0 06 Jun 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation Yuenan Hou Xinge Zhu Yuexin Ma Chen Change Loy Yikang Li 3DPC 23 157 0 05 Jun 2022
Parameter-Efficient and Student-Friendly Knowledge Distillation Jun Rao Xv Meng Liang Ding Shuhan Qi Dacheng Tao 16 46 0 28 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 70 46 0 23 May 2022
Knowledge Distillation via the Target-aware Transformer Sihao Lin Hongwei Xie Bing Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang G. Wang ViT 20 104 0 22 May 2022
Knowledge Distillation Meets Open-Set Semi-Supervised Learning Jing Yang Xiatian Zhu Adrian Bulat Brais Martínez Georgios Tzimiropoulos 27 7 0 13 May 2022
Generalized Knowledge Distillation via Relationship Matching Han-Jia Ye Su Lu De-Chuan Zhan FedML 22 20 0 04 May 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 26 169 0 14 Apr 2022
CoupleFace: Relation Matters for Face Recognition Distillation Jiaheng Liu Haoyu Qin Yichao Wu Jinyang Guo Ding Liang Ke Xu CVBM 19 19 0 12 Apr 2022
ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks Zhuo Wu Xingqun Qi Zijian Wang Wanting Zhou Kun Yuan Muyi Sun Zhenan Sun CVBM 13 3 0 06 Apr 2022
Knowledge Distillation with the Reused Teacher Classifier Defang Chen Jianhan Mei Hailin Zhang C. Wang Yan Feng Chun-Yen Chen 25 164 0 26 Mar 2022
A Cross-Domain Approach for Continuous Impression Recognition from Dyadic Audio-Visual-Physio Signals Yuanchao Li Catherine Lai 11 1 0 25 Mar 2022
Channel Self-Supervision for Online Knowledge Distillation Shixi Fan Xuan Cheng Xiaomin Wang Chun Yang Pan Deng Minghui Liu Jiali Deng Meilin Liu 13 1 0 22 Mar 2022
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images Yongwei Wang Yuheng Wang Tim K. Lee C. Miao Z. J. Wang 13 74 0 22 Mar 2022
Unsupervised Lifelong Person Re-identification via Contrastive Rehearsal Hao Chen Benoit Lagadec F. Brémond CLL 29 6 0 12 Mar 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Xiaobing Tu Pengfei Wan N. Xu Kaisheng Ma 16 61 0 12 Mar 2022
Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability Ruifei He Shuyang Sun Jihan Yang Song Bai Xiaojuan Qi 22 35 0 10 Mar 2022
Learn From the Past: Experience Ensemble Knowledge Distillation Chaofei Wang Shaowei Zhang S. Song Gao Huang 25 4 0 25 Feb 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 104 446 0 26 Jan 2022
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image Yuki M. Asano Aaqib Saeed 19 7 0 01 Dec 2021
Arch-Net: Model Distillation for Architecture Agnostic Model Deployment Weixin Xu Zipeng Feng Shuangkang Fang Song Yuan Yi Yang Shuchang Zhou MQ 16 1 0 01 Nov 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 143 103 0 13 Oct 2021
Cross-modal Knowledge Distillation for Vision-to-Sensor Action Recognition Jianyuan Ni Raunak Sarbajna Yang Liu A. Ngu Yan Yan HAI 11 35 0 08 Oct 2021
Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better Xuanyang Zhang X. Zhang Jian-jun Sun 19 1 0 26 Sep 2021
Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data Jialei Xu Yuanchao Bai Xianming Liu Junjun Jiang Xiangyang Ji MDE 37 5 0 23 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 22 15 0 07 Sep 2021
Adversarial Robustness for Unsupervised Domain Adaptation Muhammad Awais Fengwei Zhou Hang Xu Lanqing Hong Ping Luo Sung-Ho Bae Zhenguo Li 14 39 0 02 Sep 2021
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision Bo-wen Li Xinyang Jiang Donglin Bai Yuge Zhang Ningxin Zheng Xuanyi Dong Lu Liu Yuqing Yang Dongsheng Li 12 10 0 30 Aug 2021
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation Wenxuan Zou Muyi Sun 19 9 0 27 Aug 2021
Unsupervised Domain-adaptive Hash for Networks Tao He Lianli Gao Jingkuan Song Yuan-Fang Li 13 1 0 20 Aug 2021
Hierarchical Self-supervised Augmented Knowledge Distillation Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu SSL 22 75 0 29 Jul 2021
Double Similarity Distillation for Semantic Image Segmentation Yingchao Feng Xian Sun Wenhui Diao Jihao Li Xin Gao 10 62 0 19 Jul 2021
Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification Xiaohan Xing Yuenan Hou Han Li Yixuan Yuan Hongsheng Li M. Meng VLM 23 35 0 07 Jul 2021
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval Giorgos Kordopatis-Zilos Christos Tzelepis Symeon Papadopoulos I. Kompatsiaris Ioannis Patras 22 33 0 24 Jun 2021
Co-advise: Cross Inductive Bias Distillation Sucheng Ren Zhengqi Gao Tianyu Hua Zihui Xue Yonglong Tian Shengfeng He Hang Zhao 42 53 0 23 Jun 2021
Distilling EEG Representations via Capsules for Affective Computing Guangyi Zhang Ali Etemad 22 16 0 30 Apr 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 25 28 0 30 Apr 2021
Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation Mengyao Zhai Lei Chen Jiawei He Megha Nawhal Frederick Tung Greg Mori CLL 22 27 0 24 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer Yunzhong Hou Liang Zheng 111 54 0 20 Apr 2021
Distill on the Go: Online knowledge distillation in self-supervised learning Prashant Bhat Elahe Arani Bahram Zonooz SSL 6 28 0 20 Apr 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu-Lin Liu Hengshuang Zhao Jiaya Jia 147 419 0 19 Apr 2021