Asymmetric Loss For Multi-Label Classification

29 September 2020

Papers citing "Asymmetric Loss For Multi-Label Classification"

50 / 55 papers shown

Title
An Adaptive Data-Resilient Multi-Modal Framework for Hierarchical Multi-Label Book Genre Identification Utsav Nareti S. Chattopadhyay Prolay Mallick Suraj Kumar Ayush Vikas Daga Chandranath Adak Adarsh Wase Arjab Roy 10 0 0 05 May 2025
Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contribution for Molecular Odor Prediction Hong Xin Xie Jian De Sun Fan Fu Xue Zi Fei Han S. Feng Qi Chen 47 0 0 01 May 2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 27 0 0 25 Apr 2025
Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset Abdul Rehman Talha Meraj A. Minhas A. Imran Mohsen Ali Waqas Sultani M. Shah 56 0 0 03 Apr 2025
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution Ning Chen Shen-Huan Lyu Tian-Shuang Wu Yanyan Wang Bin Tang 53 0 0 31 Jan 2025
Geometric Mean Improves Loss For Few-Shot Learning Tong Wu Takumi Kobayashi 24 0 0 24 Jan 2025
Image Classification with Deep Reinforcement Active Learning Mingyuan Jiu Xuguang Song H. Sahbi Shupan Li Yan Chen Wei Guo Lihua Guo Mingliang Xu VLM 24 0 0 31 Dec 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 65 0 0 20 Nov 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations Samyak Rawlekar Shubhang Bhatnagar Narendra Ahuja VLM 18 1 0 12 Sep 2024
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 25 1 0 23 Jul 2024
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 30 0 0 10 May 2024
Boosting Single Positive Multi-label Classification with Generalized Robust Loss Yanxi Chen Chunxiao Li Xinyang Dai Jinhuan Li Weiyu Sun Yiming Wang Renyuan Zhang Tinghe Zhang Bo Wang 32 0 0 06 May 2024
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors Kaishen Yuan Zitong Yu Xin Liu Weicheng Xie Huanjing Yue Jingyu Yang ViT 26 12 0 07 Mar 2024
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification Madhumita Sushil T. Zack Divneet Mandair Zhiwei Zheng Ahmed Wali Yan-Ning Yu Yuwei Quan A. Butte 22 6 0 25 Jan 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 24 2 0 18 Jan 2024
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 30 5 0 26 Dec 2023
UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification Tianjie Dai Ruipeng Zhang Feng Hong Jiangchao Yao Ya-Qin Zhang Yanfeng Wang 12 8 0 18 Dec 2023
Demystifying Visual Features of Movie Posters for Multi-Label Genre Identification Utsav Nareti Chandranath Adak Soumiki Chattopadhyay 11 0 0 21 Sep 2023
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition Ruijie Yao Sheng Jin Lumin Xu Wang Zeng Wentao Liu Chao Qian Ping Luo Ji Wu 21 2 0 28 Aug 2023
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification Miaoge Li Dongsheng Wang Xinyang Liu Zequn Zeng Ruiying Lu Bo Chen Mingyuan Zhou VLM OT 11 15 0 18 Jul 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 21 8 0 08 Jul 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier SSL 76 6 0 05 May 2023
PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition Xinwen Fan Yukang Zhang Yang Lu Hanzi Wang ViT 19 28 0 14 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 19 56 0 05 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification Youngwook Kim Jae Myung Kim Ji-Eun Jeong Cordelia Schmid Zeynep Akata Jungwook Lee 19 7 0 04 Apr 2023
Category Query Learning for Human-Object Interaction Classification Chi Xie Fangao Zeng Yue Hu Shuang Liang Yichen Wei VLM 24 20 0 24 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 48 2 0 15 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 15 1 0 13 Mar 2023
Interval Type-2 Fuzzy Neural Networks for Multi-Label Classification Dayong Tian Fei Li Yiwen Wei 17 0 0 21 Feb 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification I. Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 18 3 0 25 Jan 2023
Understanding Difficulty-based Sample Weighting with a Universal Difficulty Measure Xiaoling Zhou Ou Wu Weiyao Zhu Ziyang Liang 20 2 0 12 Jan 2023
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 21 2 0 02 Dec 2022
Private Multi-Winner Voting for Machine Learning Adam Dziedzic Christopher A. Choquette-Choo Natalie Dullerud Vinith M. Suriyakumar Ali Shahin Shamsabadi Muhammad Ahmad Kaleem S. Jha Nicolas Papernot Xiao Wang 14 1 0 23 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 11 12 0 02 Nov 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 10 8 0 14 Sep 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) A. Vaswani Gaurav Aggarwal Praneeth Netrapalli N. Hegde 11 4 0 17 Jun 2022
Comprehending and Ordering Semantics for Image Captioning Yehao Li Yingwei Pan Ting Yao Tao Mei 13 86 0 14 Jun 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 13 46 0 08 Jun 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels Tianshui Chen Tao Pu Lingbo Liu Yukai Shi Zhijing Yang Liang Lin 45 15 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 9 13 0 23 May 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 8 13 0 08 Mar 2022
Cyclical Focal Loss L. Smith 30 14 0 16 Feb 2022
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 16 85 0 09 Dec 2021
Fully Context-Aware Image Inpainting with a Learned Semantic Pyramid Wendong Zhang Yunbo Wang Bingbing Ni Xiaokang Yang 26 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 17 36 0 02 Dec 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 15 17 0 30 Nov 2021
Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification Jianzhe Lin Tianze Yu Z. J. Wang 6 10 0 06 Sep 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 22 29 0 24 Aug 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 11 135 0 05 Aug 2021
Fine-Grained AutoAugmentation for Multi-Label Classification Y. Wang Hesen Chen Fangyi Zhang Yaohua Wang Xiuyu Sun Ming Lin Hao Li 16 2 0 12 Jul 2021