Asymmetric Loss For Multi-Label Classification

29 September 2020

Papers citing "Asymmetric Loss For Multi-Label Classification"

50 / 258 papers shown

Title
Multi-Label Retinal Disease Classification using Transformers Manuel A. Rodríguez Hasan Al-Marzouqi P. Liatsis MedIm 19 47 0 05 Jul 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 36 120 0 20 Jun 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) A. Vaswani Gaurav Aggarwal Praneeth Netrapalli N. Hegde 24 4 0 17 Jun 2022
Comprehending and Ordering Semantics for Image Captioning Yehao Li Yingwei Pan Ting Yao Tao Mei 26 88 0 14 Jun 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 34 47 0 08 Jun 2022
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization A. Nesterov Bulat Ibragimov D. Umerenkov Artem Shelmanov Galina Zubkova V. Kokh 19 4 0 02 Jun 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 152 641 0 26 May 2022
Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Yukai Shi Zhijing Yang Liang Lin 31 10 0 26 May 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels Tianshui Chen Tao Pu Lingbo Liu Yukai Shi Zhijing Yang Liang Lin 54 17 0 23 May 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu Sheng Huang Fengtao Zhou Luwen Huangfu D. Zeng Bo Liu 25 13 0 23 May 2022
Exploring the Learning Difficulty of Data Theory and Measure Weiyao Zhu Ou Wu Fengguang Su Yingjun Deng 37 5 0 16 May 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference Yang Liu Ersi Zhang Lulu Xu Chufan Xiao Xiao-Yu Zhong ... Ming Xu Yongbing Zhang Dongmei Yu C. Yan Peiwu Qin 19 20 0 06 May 2022
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition Cheng Luo Siyang Song Weicheng Xie Linlin Shen Hatice Gunes CVBM 39 122 0 02 May 2022
None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou W. Lee 15 17 0 01 May 2022
Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition Yunqing Hu Xuan Jin Yin Zhang Haiwen Hong Jingfeng Zhang Feihu Yan Yuan He Hui Xue ViT 11 1 0 22 Apr 2022
Missingness Bias in Model Debugging Saachi Jain Hadi Salman E. Wong Pengchuan Zhang Vibhav Vineet Sai H. Vemprala A. Madry 27 37 0 19 Apr 2022
Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing Hao Wen Ji-Su Kang 11 5 0 09 Apr 2022
Semantic Representation and Dependency Learning for Multi-Label Image Recognition Tao Pu Lixian Yuan Hefeng Wu Tianshui Chen Ling Tian Liang Lin VLM 23 15 0 08 Apr 2022
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models Ashkan Khakzar Yawei Li Yang Zhang Mirac Sanisoglu Seong Tae Kim Mina Rezaei Bernd Bischl Nassir Navab 35 0 0 04 Apr 2022
Acknowledging the Unknown for Multi-label Learning with Single Positive Labels Donghao Zhou Pengfei Chen Qiong Wang Guangyong Chen Pheng-Ann Heng 25 28 0 30 Mar 2022
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations Thomas Verelst Paul Kishan Rubenstein M. Eichner Tinne Tuytelaars Maxim Berman 30 18 0 11 Mar 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 30 13 0 08 Mar 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Liang Lin 41 38 0 04 Mar 2022
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification Yuanhong Chen Fengbei Liu Hu Wang Chong Wang Yu Tian Yuyuan Liu G. Carneiro NoLa 37 8 0 03 Mar 2022
Imbalanced Classification via Explicit Gradient Learning From Augmented Data Bronislav Yasinnik Moshe Salhov Ofir Lindenbaum Amir Averbuch 19 0 0 21 Feb 2022
Cyclical Focal Loss L. Smith 35 14 0 16 Feb 2022
Simple and Robust Loss Design for Multi-Label Learning with Missing Labels Youcai Zhang Y. Cheng Xinyu Huang Fei Wen Rui Feng Yaqian Li Yandong Guo VLM 19 33 0 13 Dec 2021
Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lin Liang Zhe Gan Lijuan Wang Yezhou Yang Zicheng Liu ViT VLM 27 86 0 09 Dec 2021
Fully Context-Aware Image Inpainting with a Learned Semantic Pyramid Wendong Zhang Yunbo Wang Bingbing Ni Xiaokang Yang 42 12 0 08 Dec 2021
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification Junwen Bai Shufeng Kong Carla P. Gomes SSL DRL 35 36 0 02 Dec 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 19 17 0 30 Nov 2021
TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs Shantanu Jaiswal Basura Fernando Cheston Tan ViT 42 14 0 26 Nov 2021
ML-Decoder: Scalable and Versatile Classification Head T. Ridnik Gilad Sharir Avi Ben-Cohen Emanuel Ben-Baruch Asaf Noy VLM 32 102 0 25 Nov 2021
Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition Lie Ju Zhen Yu Lin Wang Xin Zhao Xin Wang Paul Bonnington Z. Ge 26 14 0 17 Nov 2021
GraSSNet: Graph Soft Sensing Neural Networks Yu Huang Chao Zhang Jaswanth K. Yella Sergei Petrov Xiaoye Qian Yufei Tang Xingquan Zhu Sthitie Bom 39 21 0 12 Nov 2021
Multi-label Classification with Partial Annotations using Class-aware Selective Loss Emanuel Ben-Baruch T. Ridnik Itamar Friedman Avi Ben-Cohen Nadav Zamir Asaf Noy Lihi Zelnik-Manor 34 38 0 21 Oct 2021
Which Samples Should be Learned First: Easy or Hard? Xiaoling Zhou Ou Wu 26 17 0 11 Oct 2021
PETA: Photo Albums Event Recognition using Transformers Attention Tamar Glaser Emanuel Ben-Baruch Gilad Sharir Nadav Zamir Asaf Noy Lihi Zelnik-Manor ViT 13 2 0 26 Sep 2021
Overview of Tencent Multi-modal Ads Video Understanding Challenge Zhenzhi Wang Liyu Wu Zhimin Li Jiangfeng Xiong Qinglin Lu 32 4 0 16 Sep 2021
Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification Jianzhe Lin Tianze Yu Z. J. Wang 24 10 0 06 Sep 2021
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps Oren Barkan Omri Armstrong Amir Hertz Avi Caciularu Ori Katz Itzik Malkiel Noam Koenigstein GAN FAtt 24 11 0 02 Sep 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 35 30 0 24 Aug 2021
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images Tianze Yu Ieee Jianzhe Lin Student Member Ieee Lichao Mou Student Member Yuansheng Hua Senior Member Ieee Xiaoxiang Zhu F. I. Z. Jane Wang 13 7 0 15 Aug 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 31 134 0 05 Aug 2021
Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators Cosmin Octavian Pene Amirmasoud Ghiassi Taraneh Younesian Robert Birke Lydia Y. Chen 34 3 0 04 Aug 2021
Multi-Label Image Classification with Contrastive Learning Son D.Dao Ethan Zhao D.Q. Phung Jianfei Cai SSL 21 25 0 24 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 26 187 0 22 Jul 2021
Fine-Grained AutoAugmentation for Multi-Label Classification Y. Wang Hesen Chen Fangyi Zhang Yaohua Wang Xiuyu Sun Ming Lin Hao Li 29 2 0 12 Jul 2021
How Does Heterogeneous Label Noise Impact Generalization in Neural Nets? Bidur Khanal Christopher Kanan NoLa 8 5 0 29 Jun 2021
Context-Aware Image Inpainting with Learned Semantic Priors Wendong Zhang Junwei Zhu Ying Tai Yunbo Wang Wenqing Chu Bingbing Ni Chengjie Wang Xiaokang Yang SSL 25 43 0 14 Jun 2021