Attend in groups: a weakly-supervised deep learning framework for learning from web data

30 November 2016

Bohan Zhuang

Lingqiao Liu

Chunhua Shen

Papers citing "Attend in groups: a weakly-supervised deep learning framework for learning from web data"

39 / 39 papers shown

Title
Granular-ball Representation Learning for Deep CNN on Learning with Label Noise Dawei Dai Hao Zhu Shuyin Xia Guoyin Wang SSL 29 1 0 05 Sep 2024
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey Muhammad Bilal Shaikh Syed Mohammed Shamsul Islam Douglas Chai Naveed Akhtar 35 9 0 22 May 2024
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 23 3 0 27 Mar 2023
Improve Noise Tolerance of Robust Loss via Noise-Awareness Kehui Ding Jun Shu Deyu Meng Zongben Xu NoLa 30 5 0 18 Jan 2023
Self-Contained Entity Discovery from Captioned Videos M. Ayoughi P. Mettes Paul T. Groth 28 2 0 13 Aug 2022
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video Wei Lin Anna Kukleva Kunyang Sun Horst Possegger Hilde Kuehne Horst Bischof VGen 39 7 0 30 Mar 2022
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 74 279 0 11 Nov 2021
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning Li Niu VLM OffRL 16 2 0 06 Oct 2021
Few-shot Visual Relationship Co-localization Revant Teotia Vaibhav Mishra Mayank Maheshwari Anand Mishra 20 1 0 26 Aug 2021
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach Zeren Sun Yazhou Yao Xiu-Shen Wei Yongshun Zhang Fumin Shen Jianxin Wu Jian Zhang Heng Tao Shen 28 55 0 05 Aug 2021
Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones Huafeng Liu Chuanyi Zhang Yazhou Yao Xiu-Shen Wei Fumin Shen Jian Zhang Zhenmin Tang NoLa 27 1 0 23 Jan 2021
Robust Learning by Self-Transition for Handling Noisy Labels Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 13 40 0 08 Dec 2020
A Survey of Label-noise Representation Learning: Past, Present and Future Bo Han Quanming Yao Tongliang Liu Gang Niu Ivor W. Tsang James T. Kwok Masashi Sugiyama NoLa 24 158 0 09 Nov 2020
Suppressing Mislabeled Data via Grouping and Self-Attention Xiaojiang Peng Kai Wang Zhaoyang Zeng Qing Li Jianfei Yang Yu Qiao 11 32 0 29 Oct 2020
Weak-shot Fine-grained Classification via Similarity Transfer Junjie Chen Li Niu Liu Liu Liqing Zhang 33 21 0 19 Sep 2020
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation Dino Ienco Y. J. E. Gbodjo R. Interdonato R. Gaetano 23 2 0 30 Apr 2020
Learning Adaptive Loss for Robust Learning with Noisy Labels Jun Shu Qian Zhao Keyu Chen Zongben Xu Deyu Meng NoLa OOD 14 23 0 16 Feb 2020
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 19 322 0 11 Dec 2019
Unsupervised Learning of Landmarks by Descriptor Vector Exchange James Thewlis Samuel Albanie Hakan Bilen Andrea Vedaldi SSL 12 67 0 18 Aug 2019
Image to Video Domain Adaptation Using Web Supervision Andrew Kae Yale Song 13 5 0 05 Aug 2019
Deep Learning for Fine-Grained Image Analysis: A Survey Xiu-Shen Wei Jianxin Wu Quan Cui 10 90 0 06 Jul 2019
Learning from Web Data with Self-Organizing Memory Module Y. Tu Li Niu Junjie Chen Dawei Cheng Liqing Zhang 20 20 0 28 Jun 2019
Learning to Detect and Retrieve Objects from Unlabeled Videos Elad Amrani Rami Ben-Ari Tal Hakim A. Bronstein SSL 30 4 0 27 May 2019
Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media Networks Karan Sikka Lucas Van Bramer Ajay Divakaran 22 1 0 17 May 2019
Learning to Find Common Objects Across Few Image Collections Amirreza Shaban Amir M. Rahimi Shray Bansal Stephen Gould Byron Boots Richard I. Hartley 21 1 0 29 Apr 2019
BAOD: Budget-Aware Object Detection Alejandro Pardo Mengmeng Xu Ali K. Thabet Pablo Arbeláez Guohao Li ObjD 39 20 0 10 Apr 2019
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting Jun Shu Qi Xie Lixuan Yi Qian Zhao Sanping Zhou Zongben Xu Deyu Meng NoLa 9 4 0 20 Feb 2019
Learning from Web Data: the Benefit of Unsupervised Object Localization Xiaoxiao Sun Liang Zheng Yu-Kun Lai Jufeng Yang 18 7 0 21 Dec 2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Li Niu Ashok Veeraraghavan A. Sabharwal 25 2 0 19 Nov 2018
Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification Jia Li Yafei Song Jian-Qi Zhu Lele Cheng Ying Su Lin Ye P. Yuan Shumin Han NoLa 18 22 0 02 Nov 2018
Learning from Noisy Web Data with Category-level Supervision Li Niu Qingtao Tang Ashok Veeraraghavan A. Sabharwal NoLa 24 32 0 10 Mar 2018
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation Tianyi Zhang Guosheng Lin Jianfei Cai T. Shen Chunhua Shen Alex C. Kot 29 76 0 07 Mar 2018
A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels Yifan Ding Liqiang Wang Deliang Fan Boqing Gong NoLa 34 103 0 08 Feb 2018
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise Kuang-Huei Lee Xiaodong He Lei Zhang Linjun Yang NoLa 26 454 0 20 Nov 2017
Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming Xiu-Shen Wei Chen-Da Liu-Zhang Jianxin Wu Chunhua Shen Zhi-Hua Zhou 27 45 0 20 Jul 2017
SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning Kaidong Wang Yao Wang Qian Zhao Deyu Meng Zongben Xu 11 25 0 20 Jun 2017
Decoupling "when to update" from "how to update" Eran Malach Shai Shalev-Shwartz NoLa 6 563 0 08 Jun 2017
Care about you: towards large-scale human-centric visual relationship detection Bohan Zhuang Qi Wu Chunhua Shen Ian Reid Anton Van Den Hengel 14 21 0 28 May 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015