Large Loss Matters in Weakly Supervised Multi-Label Classification

8 June 2022

Papers citing "Large Loss Matters in Weakly Supervised Multi-Label Classification"

29 / 29 papers shown

Title
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification Dongseob Kim Hyunjung Shim VLM 44 0 0 21 Mar 2025
Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning Jia-Hao Xiao Ming-Kun Xie Heng-Bo Fan Gang Niu Masashi Sugiyama Sheng-Jun Huang 18 0 0 26 Jul 2024
A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends Xiang Li Jiexi Liu Xinrui Wang Songcan Chen AI4TS 27 0 0 10 Jun 2024
Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classification Chak Fong Chong Jielong Guo Xu Yang Wei Ke Yapeng Wang VLM 18 0 0 24 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
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning Shuo Yang Zirui Shang Yongqi Wang Derong Deng Hongwei Chen Qiyuan Cheng Xinxiao Wu VLM 31 5 0 02 Mar 2024
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels Chak Fong Chong Xinyi Fang Jielong Guo Yapeng Wang Wei Ke C. Lam Sio-Kei Im 23 1 0 30 Jan 2024
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray Haoran Lai Qingsong Yao Zhiyang He Xiaodong Tao Kevin Zhou 13 1 0 29 Nov 2023
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis Victor Letzelter Mathieu Fontaine Mickaël Chen Patrick Pérez S. Essid Ga¨el Richard 20 6 0 02 Nov 2023
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning Xin Xing Zhexiao Xiong Abby Stylianou S. Sastry Liyu Gong Nathan Jacobs VLM 29 4 0 24 Oct 2023
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision Cheng-Kun Yang Min-Hung Chen Yung-Yu Chuang Yen-Yu Lin ViT 3DPC 17 16 0 19 Oct 2023
Can Class-Priors Help Single-Positive Multi-Label Learning? Biao Liu N. Xu Jie Wang Xin Geng 31 1 0 25 Sep 2023
GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning Ziming Liu Jingcai Guo Xiaocheng Lu Song Guo Peiran Dong Jiewei Zhang VLM 16 8 0 02 Sep 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing-Wu Guo Xiaoguang Li Xiaofeng Wang Song Wang VLM 8 28 0 31 Jul 2023
Understanding Label Bias in Single Positive Multi-Label Learning Julio Arroyo Pietro Perona Elijah Cole 8 2 0 24 May 2023
Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning Ming-Kun Xie Jianxiong Xiao Hao-Zhe Liu Gang Niu Masashi Sugiyama Sheng-Jun Huang 24 15 0 04 May 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
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels Zixuan Ding Ao Wang Hui Chen Q. Zhang Pengzhang Liu Yongjun Bao Weipeng P. Yan Jungong Han 11 27 0 23 Mar 2023
Natural Language-Assisted Sign Language Recognition Ronglai Zuo Fangyun Wei Brian Mak SLR 8 35 0 21 Mar 2023
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection Arushi Rai Adriana Kovashka 11 0 0 16 Mar 2023
Improving Audio-Visual Video Parsing with Pseudo Visual Labels Jinxing Zhou Dan Guo Yiran Zhong Meng Wang VLM 31 11 0 04 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 12 0 0 28 Feb 2023
Speech MOS multi-task learning and rater bias correction H. Akrami H. Gamper 14 0 0 04 Dec 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 16 2 0 15 Nov 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 23 10 0 26 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 11 20 0 06 May 2022
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations Thomas Verelst Paul Kishan Rubenstein M. Eichner Tinne Tuytelaars Maxim Berman 8 17 0 11 Mar 2022
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Junsuk Choe Sanghyuk Chun 384 139 0 13 Jan 2021
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 303 488 0 05 Mar 2020