Asymmetric Loss For Multi-Label Classification

29 September 2020

Papers citing "Asymmetric Loss For Multi-Label Classification"

50 / 258 papers shown

Title
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels Zixia Jia Junpeng Li Shichuan Zhang Guy Van den Broeck Zilong Zheng 40 2 0 24 Jun 2024
Multimodal Multilabel Classification by CLIP Yanming Guo VLM 32 0 0 23 Jun 2024
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representation Muhammad Ali Salman Khan VLM 49 15 0 21 Jun 2024
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection Rushuang Zhou Zijun Liu Lei A. Clifton David A. Clifton Kannie W. Y. Chan Yuan-Ting Zhang Yining Dong 31 1 0 20 Jun 2024
An Effective-Efficient Approach for Dense Multi-Label Action Detection Faegheh Sardari Armin Mustafa Philip J. B. Jackson Adrian Hilton 37 0 0 10 Jun 2024
A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends Xiang Li Jiexi Liu Xinrui Wang Songcan Chen AI4TS 34 0 0 10 Jun 2024
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention Networks Yifeng Wang Weipeng Li Thomas Pearce Haohan Wang OOD 23 0 0 06 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 37 0 0 24 May 2024
A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability Abdul Rehman Talha Meraj A. Minhas Ayisha Imran Mohsen Ali Waqas Sultani 37 2 0 17 May 2024
Multi-scale Semantic Prior Features Guided Deep Neural Network for Urban Street-view Image Jianshun Zeng Wang Li Yanjie Lv Shuai Gao Yuchu Qin 30 0 0 17 May 2024
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 53 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 37 0 0 06 May 2024
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 40 5 0 24 Apr 2024
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis Weiyu Guo Ziyue Qiao Ying Sun Hui Xiong 34 0 0 17 Apr 2024
AudioProtoPNet: An interpretable deep learning model for bird sound classification René Heinrich Bernhard Sick Christoph Scholz 22 2 0 16 Apr 2024
Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Alexandre Audibert Aurélien Gauffre Massih-Reza Amini 44 2 0 12 Apr 2024
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training Ming-Kun Xie Jia-Hao Xiao Pei Peng Gang Niu Masashi Sugiyama Sheng-Jun Huang 46 3 0 09 Apr 2024
Diverse and Tailored Image Generation for Zero-shot Multi-label Classification Kai Zhang Zhixiang Yuan Tao Huang VLM 39 4 0 04 Apr 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction Yang Luo Zhineng Chen Peng Zhou Zuxuan Wu Xieping Gao Yu-Gang Jiang SSL 27 1 0 31 Mar 2024
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples Ao Zhou Bin Liu Jin Wang Grigorios Tsoumakas 31 2 0 27 Mar 2024
ProPML: Probability Partial Multi-label Learning Lukasz Struski Adam Pardyl Jacek Tabor Bartosz Zieliñski 33 1 0 12 Mar 2024
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors Kaishen Yuan Zitong Yu Xin Liu Weicheng Xie Huanjing Yue Jingyu Yang ViT 31 13 0 07 Mar 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 38 6 0 02 Mar 2024
ControlCap: Controllable Region-level Captioning Yuzhong Zhao Yue Liu Zonghao Guo Weijia Wu Chen Gong Fang Wan QiXiang Ye 26 5 0 31 Jan 2024
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei VLM 38 0 0 31 Jan 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 31 1 0 30 Jan 2024
Consistent algorithms for multi-label classification with macro-at- $k$ metrics Erik Schultheis Wojciech Kotlowski Marek Wydmuch Rohit Babbar Strom Borman Krzysztof Dembczyñski 28 5 0 29 Jan 2024
MIFI: MultI-camera Feature Integration for Roust 3D Distracted Driver Activity Recognition Jian Kuang Wenjing Li Fang Li Jun Zhang Zhongcheng Wu 35 1 0 25 Jan 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 41 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 45 3 0 18 Jan 2024
ProbMCL: Simple Probabilistic Contrastive Learning for Multi-label Visual Classification A. Sajedi Samir Khaki Y. Lawryshyn Konstantinos N. Plataniotis VLM 35 2 0 02 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 Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 40 5 0 26 Dec 2023
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model Yuehao Yin Huiyan Qi B. Zhu Jingjing Chen Yu-Gang Jiang Chong-Wah Ngo 31 19 0 22 Dec 2023
Context Enhanced Transformer for Single Image Object Detection Seungjun An Seonghoon Park Gyeongnyeon Kim Jeongyeol Baek Byeongwon Lee Seungryong Kim ViT 43 3 0 22 Dec 2023
TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification Qinying Liu Wei Wu Kecheng Zheng Zhan Tong Jiawei Liu Yu Liu Wei Chen Zilei Wang Yujun Shen VLM 31 6 0 21 Dec 2023
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training Yuqi Lin Minghao Chen Kaipeng Zhang Hengjia Li Mingming Li Zheng Yang Dongqin Lv Binbin Lin Haifeng Liu Deng Cai CLIP VLM 46 11 0 20 Dec 2023
UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification Tianjie Dai Ruipeng Zhang Feng Hong Jiangchao Yao Ya Zhang Yanfeng Wang 38 8 0 18 Dec 2023
LD-SDM: Language-Driven Hierarchical Species Distribution Modeling Srikumar Sastry Xin Xing Aayush Dhakal Subash Khanal Adeel Ahmad Nathan Jacobs 39 5 0 13 Dec 2023
Language-Guided Transformer for Federated Multi-Label Classification I-Jieh Liu Ci-Siang Lin Fu-En Yang Yu-Chiang Frank Wang 57 4 0 12 Dec 2023
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise Hwanjun Song Minseok Kim Jae-Gil Lee 54 7 0 12 Dec 2023
FOSS: A Self-Learned Doctor for Query Optimizer Kai Zhong Luming Sun Tao Ji Cuiping Li Hong Chen 16 0 0 11 Dec 2023
Text as Image: Learning Transferable Adapter for Multi-Label Classification Xueling Zhu Jiuxin Cao Jian Liu Dongqi Tang Furong Xu Weijia Liu Jiawei Ge Bo Liu Qingpei Guo Tianyi Zhang VLM 41 2 0 07 Dec 2023
AI-SAM: Automatic and Interactive Segment Anything Model Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang VLM 32 4 0 05 Dec 2023
E-ViLM: Efficient Video-Language Model via Masked Video Modeling with Semantic Vector-Quantized Tokenizer Jacob Zhiyuan Fang Skyler Zheng Vasu Sharma Robinson Piramuthu VLM 38 0 0 28 Nov 2023
Scalable Label Distribution Learning for Multi-Label Classification Xingyu Zhao Yuexuan An Lei Qi Xin Geng 21 1 0 28 Nov 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image Classification Lei Wang Yibing Zhan Leilei Ma Dapeng Tao Liang Ding Chen Gong 34 1 0 26 Nov 2023
Improving Image Captioning via Predicting Structured Concepts Ting Wang Weidong Chen Yuanhe Tian Yan Song Zhendong Mao 42 8 0 14 Nov 2023
Learning to recognize occluded and small objects with partial inputs H. Zunair A. Ben Hamza 29 1 0 27 Oct 2023
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge G. Holste Yiliang Zhou Song Wang Ajay Jaiswal Mingquan Lin ... Zhiyong Lu Ronald M. Summers George Shih Zhangyang Wang Yifan Peng 31 13 0 24 Oct 2023
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning Xin Xing Zhexiao Xiong Abby Stylianou Srikumar Sastry Liyu Gong Nathan Jacobs VLM 37 4 0 24 Oct 2023