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Deep Self-Taught Learning for Weakly Supervised Object Localization

18 April 2017

Papers citing "Deep Self-Taught Learning for Weakly Supervised Object Localization"

50 / 83 papers shown

Title
Self-supervised cross-modality learning for uncertainty-aware object detection and recognition in applications which lack pre-labelled training data Irum Mehboob Li Sun Alireza Astegarpanah Rustam Stolkin UQCV 73 0 0 05 Nov 2024
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection Liujuan Cao Jianghang Lin Zebo Hong Yunhang Shen Shaohui Lin Chao Chen Rongrong Ji 64 0 0 27 Jun 2024
Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-labeling Xu Wang Yifan Li Qiudan Zhang Wen-Bin Wu Mark Junjie Li Jianmin Jinag 84 1 0 03 Apr 2024
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition Lianghui Zhu Junwei Zhou Yan Liu Xin Hao Wenyu Liu Xinggang Wang VLM 64 6 0 22 Feb 2024
Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection Yufei Yin Jiajun Deng Wen-gang Zhou Li Li Houqiang Li 85 6 0 11 Aug 2023
MuRAL: Multi-Scale Region-based Active Learning for Object Detection Yi-Syuan Liou Tsung-Han Wu Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 55 0 0 29 Mar 2023
What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 90 33 0 27 Mar 2023
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 113 19 0 25 Jul 2022
Scaling Novel Object Detection with Weakly Supervised Detection Transformers T. LaBonte Ya-heng Song Xin Eric Wang Vibhav Vineet Neel Joshi ViT 53 8 0 11 Jul 2022
Group R-CNN for Weakly Semi-supervised Object Detection with Points Shilong Zhang Zhuoran Yu Liyang Liu Xinjiang Wang Aojun Zhou Kaibing Chen 72 46 0 12 May 2022
Omni-DETR: Omni-Supervised Object Detection with Transformers Pei Wang Zhaowei Cai Hao Yang Gurumurthy Swaminathan Nuno Vasconcelos Bernt Schiele Stefano Soatto 97 41 0 30 Mar 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues Hengcan Shi Munawar Hayat Yicheng Wu Jianfei Cai VLM 66 62 0 18 Jan 2022
Learning a Weight Map for Weakly-Supervised Localization Tal Shaharabany Lior Wolf WSOL SSL 86 1 0 28 Nov 2021
A Survey of Self-Supervised and Few-Shot Object Detection Gabriel Huang I. Laradji David Vazquez Simon Lacoste-Julien Pau Rodríguez López ObjD 106 80 0 27 Oct 2021
Self-Supervised Object Detection via Generative Image Synthesis Siva Karthik Mustikovela Shalini De Mello Aayush Prakash Umar Iqbal Sifei Liu Thu Nguyen-Phuoc Carsten Rother Jan Kautz 43 3 0 19 Oct 2021
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos Sodiq Adewole Philip Fernandez James A. Jablonski Andrew Copland Michael D. Porter Sana Syed Donald E. Brown MedIm 35 2 0 18 Oct 2021
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection Shiwei Zhang Wei Ke Lin Yang WSOD 117 2 0 18 Oct 2021
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Sheng Liu Kangning Liu Weicheng Zhu Yiqiu Shen C. Fernandez‐Granda NoLa 124 106 0 07 Oct 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 254 203 0 29 Sep 2021
Weakly Supervised Keypoint Discovery Serim Ryou Pietro Perona 45 7 0 28 Sep 2021
Few-shot Visual Relationship Co-localization Revant Teotia Vaibhav Mishra Mayank Maheshwari Anand Mishra 69 1 0 26 Aug 2021
Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey Feifei Shao Long Chen Jian Shao Wei Ji Shaoning Xiao Lu Ye Yueting Zhuang Jun Xiao WSOD 45 20 0 26 May 2021
Self-learning for weakly supervised Gleason grading of local patterns Julio Silva-Rodríguez Adrián Colomer Jose Dolz Valery Naranjo 48 33 0 21 May 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model Qian He Shuailin Li Xuming He 133 3 0 27 Apr 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 106 276 0 16 Apr 2021
Points as Queries: Weakly Semi-supervised Object Detection by Points Liangyu Chen Tong Yang Xinming Zhang Wei Zhang Jian Sun 94 86 0 15 Apr 2021
Self-supervised object detection from audio-visual correspondence Triantafyllos Afouras Yuki M. Asano Francois Fagan Andrea Vedaldi Florian Metze SSL 107 47 0 13 Apr 2021
Cascade Attentive Dropout for Weakly Supervised Object Detection Wenlong Gao Ying-Cong Chen Yong Peng WSOD 64 2 0 20 Nov 2020
UFO $^2$ : A Unified Framework towards Omni-supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Alex Schwing Jan Kautz ObjD 293 38 0 21 Oct 2020
LID 2020: The Learning from Imperfect Data Challenge Results Yunchao Wei Shuai Zheng Ming-Ming Cheng Hang Zhao Liwei Wang ... Zhendong Wang Zhenyuan Chen Chen Gong Huanqing Yan Jun He 93 6 0 17 Oct 2020
Towards Self-learning Edge Intelligence in 6G Yong Xiao Guangming Shi Yingyu Li Walid Saad H. Vincent Poor 84 93 0 01 Oct 2020
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection C. Biffi Jingyu Sun Philip Torr A. Leonardis Sarah Parisot ObjD 107 12 0 21 Aug 2020
Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer Yuanyi Zhong Jianfeng Wang Jian-wei Peng Lei Zhang 80 50 0 15 Jul 2020
Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps Xiaolin Zhang Yunchao Wei Yi Yang Leilei Gan WSOL 77 29 0 09 Jun 2020
Interpolation-based semi-supervised learning for object detection Jisoo Jeong Vikas Verma Minsung Hyun Arno Solin Nojun Kwak 92 73 0 03 Jun 2020
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Yong Jae Lee Alex Schwing Jan Kautz WSOD 71 201 0 09 Apr 2020
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu Qingyi Tao Guosheng Lin Jianfei Cai ObjD 70 14 0 22 Mar 2020
Learning Object Scale With Click Supervision for Object Detection Liao Zhang Y. Yan Lin Cheng Hanzi Wang 14 2 0 20 Feb 2020
EHSOD: CAM-Guided End-to-end Hybrid-Supervised Object Detection with Cascade Refinement Linpu Fang Hang Xu Zhili Liu Sarah Parisot Zhenguo Li 38 20 0 18 Feb 2020
Progressive Object Transfer Detection Hao Chen Yali Wang Guoyou Wang X. Bai Yu Qiao ObjD 99 11 0 12 Feb 2020
Object Instance Mining for Weakly Supervised Object Detection Chenhao Lin Siwen Wang Dongqi Xu Yu Lu Wayne Zhang WSOD 77 82 0 04 Feb 2020
Towards Precise End-to-end Weakly Supervised Object Detection Network Ke Yang Dongsheng Li Y. Dou WSOD 73 130 0 27 Nov 2019
WSOD with PSNet and Box Regression Sheng Yi Xi Li Huimin Ma WSOD 15 2 0 26 Nov 2019
Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction Daesik Kim Gyujeong Lee Jisoo Jeong Nojun Kwak 52 15 0 19 Nov 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 101 1 0 17 Nov 2019
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation Weifeng Ge Sheng Guo Weilin Huang Matthew R. Scott 98 49 0 07 Oct 2019
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization Dianbo Liu Yuanwei Wu Wenchi Ma Guanghui Wang 74 13 0 04 Oct 2019
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection Zhaoyang Zeng Bei Liu Jianlong Fu Hongyang Chao Lei Zhang WSOD 82 152 0 11 Sep 2019
Weakly Supervised Localization Using Background Images Ziyi Kou Wentian Zhao Guofeng Cui Shaojie Wang WSOL 24 0 0 09 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 159 74 0 08 Sep 2019