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Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection

16 September 2018

Papers citing "Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection"

50 / 51 papers shown

Title
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning Chun-Mei Feng Kai-An Yu Xinxing Xu Salman Khan Rick Siow Mong Goh Wangmeng Zuo Yong Liu VLM 127 0 0 12 Jun 2025
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model Kaito Takanami Takashi Takahashi Ayaka Sakata 141 1 0 27 Jan 2025
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification Shuyi Ouyang Hongyi Wang Ziwei Niu Zhenjia Bai Shiao Xie Yingying Xu Ruofeng Tong Yen-Wei Chen Lanfen Lin VLM 64 1 0 23 Jul 2024
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representation Muhammad Ali Salman Khan VLM 123 15 0 21 Jun 2024
A Comprehensive Review of Knowledge Distillation in Computer Vision Sheikh Musa Kaleem Tufail Rouf Gousia Habib Tausifa Jan Saleem Brejesh Lall VLM 57 13 0 01 Apr 2024
Learning to recognize occluded and small objects with partial inputs H. Zunair A. Ben Hamza 80 1 0 27 Oct 2023
Multi-Label Knowledge Distillation Penghui Yang Ming-Kun Xie Chen-Chen Zong Lei Feng Gang Niu Masashi Sugiyama Sheng-Jun Huang 82 10 0 12 Aug 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 95 24 0 03 Aug 2023
Semantic Contrastive Bootstrapping for Single-positive Multi-label Recognition Cheng Chen Yifan Zhao Jia Li 77 5 0 15 Jul 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 103 0 0 02 Jul 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition Yanan Wu Songhe Feng Yang Wang 53 11 0 21 Apr 2023
Pushing One Pair of Labels Apart Each Time in Multi-Label Learning: From Single Positive to Full Labels Xiang Li Xinrui Wang Songcan Chen 56 0 0 28 Feb 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 53 0 0 01 Feb 2023
Occlusion-Robust FAU Recognition by Mining Latent Space of Masked Autoencoders Minyang Jiang Yongwei Wang Martin J. McKeown Jane Wang CVBM 44 2 0 08 Dec 2022
Texts as Images in Prompt Tuning for Multi-Label Image Recognition Zixian Guo Bowen Dong Zhilong Ji Jinfeng Bai Yiwen Guo W. Zuo VLM VPVLM 112 60 0 23 Nov 2022
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision Jiawei Zhan Jing Liu Wei Tang Guannan Jiang Xi-Zhao Wang ... Tianliang Zhang Wenlong Wu Wei Zhang Chengjie Wang Yuan Xie 88 6 0 23 Nov 2022
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features Shichao Xu Yikang Li Jenhao Hsiao C. Ho Zhuang Qi 60 8 0 19 Aug 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 100 125 0 20 Jun 2022
FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks Kaituo Feng Changsheng Li Ye Yuan Guoren Wang 105 35 0 14 Jun 2022
Guiding Visual Question Answering with Attention Priors T. Le Vuong Le Sunil R. Gupta Svetha Venkatesh T. Tran 61 6 0 25 May 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu Sheng Huang Fengtao Zhou Luwen Huangfu D. Zeng Bo Liu 71 13 0 23 May 2022
Monitored Distillation for Positive Congruent Depth Completion Tianlin Liu Parth T. Agrawal Allison Chen Byung-Woo Hong A. Wong 70 38 0 30 Mar 2022
A Dataset for Medical Instructional Video Classification and Question Answering D. Gupta Kush Attal Dina Demner-Fushman 105 33 0 30 Jan 2022
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 86 3 0 17 Dec 2021
Look at here : Utilizing supervision to attend subtle key regions Changhwan Lee Yeesuk Kim Bong Gun Lee D. Kim Jongseong Jang 29 1 0 25 Nov 2021
ML-Decoder: Scalable and Versatile Classification Head T. Ridnik Gilad Sharir Avi Ben-Cohen Emanuel Ben-Baruch Asaf Noy VLM 80 108 0 25 Nov 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 99 138 0 05 Aug 2021
Pseudo-LiDAR Based Road Detection Libo Sun Haokui Zhang Wei Yin 38 19 0 28 Jul 2021
Multi-Label Image Classification with Contrastive Learning Son D.Dao Ethan Zhao D.Q. Phung Jianfei Cai SSL 61 26 0 24 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 68 193 0 22 Jul 2021
Multi-layered Semantic Representation Network for Multi-label Image Classification Xiwen Qu Haoyang Che Jun Huang Linchuan Xu Xiao Zheng 50 25 0 22 Jun 2021
Personalizing Pre-trained Models Mina Khan P. Srivatsa Advait Rane Shriram Chenniappa A. Hazariwala Pattie Maes VLM 91 5 0 02 Jun 2021
GM-MLIC: Graph Matching based Multi-Label Image Classification Yanan Wu He Liu Songhe Feng Yi Jin Gengyu Lyu Zizhang Wu 38 25 0 30 Apr 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 70 65 0 19 Mar 2021
Deep Semantic Dictionary Learning for Multi-label Image Classification Feng Zhou Sheng Huang Yun Xing VLM 72 73 0 23 Dec 2020
A Selective Survey on Versatile Knowledge Distillation Paradigm for Neural Network Models J. Ku Jihun Oh Youngyoon Lee Gaurav Pooniwala Sangjeong Lee 27 3 0 30 Nov 2020
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 102 267 0 23 Nov 2020
Improving Neural Topic Models using Knowledge Distillation Alexander Miserlis Hoyle Pranav Goel Philip Resnik 86 49 0 05 Oct 2020
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 110 547 0 29 Sep 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 94 156 0 20 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 91 105 0 08 Sep 2020
Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report Jing Shi Zhiheng Li Haitian Zheng Yihang Xu Tianyou Xiao ... R. Magnotti A. Sexton Jeet Thaker Oscar Su Chenliang Xu 26 1 0 01 Aug 2020
Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification Changsheng Li Chongjin Liu Lixin Duan Peng Gao Kai Zheng 49 37 0 27 Jul 2020
Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition Yan Gao Titouan Parcollet Nicholas D. Lane VLM 44 14 0 19 May 2020
Adversarial Learning for Personalized Tag Recommendation Erik Quintanilla Yogesh S Rawat Andrey Sakryukin M. Shah Mohan Kankanhalli VLM 22 21 0 01 Apr 2020
More Grounded Image Captioning by Distilling Image-Text Matching Model Yuanen Zhou Meng Wang Daqing Liu Zhenzhen Hu Hanwang Zhang 76 126 0 01 Apr 2020
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification Renchun You Zhiyao Guo Lei Cui Xiang Long Sid Ying-Ze Bao Shilei Wen 74 185 0 17 Dec 2019
Orderless Recurrent Models for Multi-label Classification V. O. Yazici Abel Gonzalez-Garcia Arnau Ramisa Bartlomiej Twardowski Joost van de Weijer SSL 110 93 0 22 Nov 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 94 289 0 20 Aug 2019
Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles Dong Cao Lisha Xu 43 2 0 15 Aug 2019