Asymmetric Loss For Multi-Label Classification

29 September 2020

Papers citing "Asymmetric Loss For Multi-Label Classification"

50 / 258 papers shown

Title
Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening Min Cao Yang Bai Wenwen Qiang Ziqiang Cao Liqiang Nie Min Zhang 47 0 0 14 Mar 2023
DPPMask: Masked Image Modeling with Determinantal Point Processes Junde Xu Zikai Lin Donghao Zhou Yao-Cheng Yang Xiangyun Liao Bian Wu Guangyong Chen Pheng-Ann Heng 26 1 0 13 Mar 2023
Tag2Text: Guiding Vision-Language Model via Image Tagging Xinyu Huang Youcai Zhang Jinyu Ma Weiwei Tian Rui Feng Yuejie Zhang Yaqian Li Yandong Guo Lei Zhang CLIP MLLM VLM 3DV 69 74 0 10 Mar 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 27 0 0 28 Feb 2023
FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning Shih-Fang Chang Benny Wei-Yun Hsu Tien-Yu Chang Vincent S. Tseng 11 2 0 27 Feb 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Songlin Dong Haoyu Luo Yuhang He Xing Wei Yihong Gong KELM CLL 32 7 0 26 Feb 2023
Interval Type-2 Fuzzy Neural Networks for Multi-Label Classification Dayong Tian Fei Li Yiwen Wei 40 0 0 21 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 33 2 0 14 Feb 2023
Multiview Representation Learning from Crowdsourced Triplet Comparisons Xiaotian Lu Jiyi Li Koh Takeuchi H. Kashima SSL 20 2 0 08 Feb 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 16 0 0 01 Feb 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Inder Pal Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 33 3 0 25 Jan 2023
Understanding Difficulty-based Sample Weighting with a Universal Difficulty Measure Xiaoling Zhou Ou Wu Weiyao Zhu Ziyang Liang 44 2 0 12 Jan 2023
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains Indel Pal Singh Enjie Ghorbel O. Oyedotun Djamila Aouada 19 8 0 11 Jan 2023
A Concept Knowledge Graph for User Next Intent Prediction at Alipay Yacheng He Qianghuai Jia Lin Yuan Ruopeng Li Yixin Ou Ningyu Zhang 22 5 0 02 Jan 2023
Asymmetric Co-teaching with Multi-view Consensus for Noisy Label Learning Fengbei Liu Yuanhong Chen Chong Wang Yu-Ching Tain G. Carneiro NoLa 52 0 0 01 Jan 2023
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Leibo Liu O. Perez-Concha Anthony N. Nguyen Vicki Bennett Louisa R Jorm 38 18 0 12 Dec 2022
Tencent AVS: A Holistic Ads Video Dataset for Multi-modal Scene Segmentation Jie Jiang Zhimin Li Jiangfeng Xiong Rongwei Quan Qinglin Lu Wei Liu 36 2 0 09 Dec 2022
Occlusion-Robust FAU Recognition by Mining Latent Space of Masked Autoencoders Minyang Jiang Yongwei Wang Martin J. McKeown Jane Wang CVBM 20 2 0 08 Dec 2022
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 36 3 0 02 Dec 2022
Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning Gencer Sumbul Begüm Demir 34 6 0 02 Dec 2022
An Effective Deployment of Contrastive Learning in Multi-label Text Classification Nankai Lin Guanqiu Qin G. Wang Aimin Yang Dong-ping Zhou 37 20 0 01 Dec 2022
Private Multi-Winner Voting for Machine Learning Adam Dziedzic Christopher A. Choquette-Choo Natalie Dullerud Vinith Suriyakumar Ali Shahin Shamsabadi Muhammad Ahmad Kaleem S. Jha Nicolas Papernot Xiao Wang 42 1 0 23 Nov 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 28 57 0 23 Nov 2022
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection Libo Zhang Lutao Jiang Ruyi Ji Hengrui Fan 24 23 0 19 Nov 2022
Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels Tao Pu Q. Lao Hefeng Wu Tianshui Chen Liang Lin 23 2 0 15 Nov 2022
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid Feng Wang Sarai Mizrachi Moran Beladev Guy Nadav Gil Amsalem Karen Lastmann Assaraf Hadas Harush Boker VLM 22 13 0 02 Nov 2022
Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks Leonie Basso Zhao Ren Wolfgang Nejdl 28 2 0 27 Oct 2022
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity Kaicheng Fu Changde Du Shengpei Wang Huiguang He 19 5 0 26 Oct 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 25 4 0 24 Oct 2022
Food Ingredients Recognition through Multi-label Learning Rameez Ismail Zhaorui Yuan 37 0 0 24 Oct 2022
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples Jinyuan Jia Wenjie Qu Neil Zhenqiang Gong OOD 43 13 0 03 Oct 2022
LPT: Long-tailed Prompt Tuning for Image Classification Bowen Dong Pan Zhou Shuicheng Yan W. Zuo VPVLM VLM 70 54 0 03 Oct 2022
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks Zhiyang Chen Yousong Zhu Zhaowen Li Fan Yang Wei Li ... Chaoyang Zhao Liwei Wu Rui Zhao Jinqiao Wang Ming Tang VLM VOS 70 15 0 28 Sep 2022
Low-Resolution Action Recognition for Tiny Actions Challenge Bo-You Chen Yu Qiao Yali Wang 29 1 0 28 Sep 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 26 9 0 14 Sep 2022
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese Thao T. B. Nguyen T. M. Vo Thang V. Nguyen Hieu H. Pham H. Nguyen 23 4 0 11 Sep 2022
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma Lisha Li Qi-rong Mao Songcan Chen 28 1 0 03 Sep 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 30 8 0 30 Aug 2022
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context Inske Groenen S. Rudinac M. Worring 21 4 0 30 Aug 2022
PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification Jun Huang Alexander Huang Beatriz C. Guerra Yen-Yun Yu 31 4 0 30 Aug 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 14 7 0 19 Aug 2022
A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch Patsorn Sangkloy Wittawat Jitkrittum Diyi Yang James Hays 3DV 29 32 0 05 Aug 2022
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding Weiming Ren Ruijing Zeng Tong Wu Tianshu Zhu Rahul G. Krishnan 104 6 0 03 Aug 2022
Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context Chongyu Liu Lianwen Jin Yuliang Liu Canjie Luo Bangdong Chen Fengjun Guo Kai Ding 23 17 0 21 Jul 2022
An Asymmetric Contrastive Loss for Handling Imbalanced Datasets V. Vito L. Y. Stefanus 7 10 0 14 Jul 2022
Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning Damien Dablain Bartosz Krawczyk Nitesh V. Chawla FaML 26 20 0 13 Jul 2022
Efficient Augmentation for Imbalanced Deep Learning Damien Dablain C. Bellinger Bartosz Krawczyk Nitesh V. Chawla 32 7 0 13 Jul 2022
Towards Effective Multi-Label Recognition Attacks via Knowledge Graph Consistency Hassan Mahmood Ehsan Elhamifar AAML 21 0 0 11 Jul 2022
Towards the Practical Utility of Federated Learning in the Medical Domain Seongjun Yang Hyeonji Hwang Daeyoung Kim Radhika Dua Jong-Yeup Kim Eunho Yang Edward Choi FedML OOD 21 16 0 07 Jul 2022
A Deep Model for Partial Multi-Label Image Classification with Curriculum Based Disambiguation Feng Sun Ming-Kun Xie Sheng-Jun Huang 13 6 0 06 Jul 2022