Asymmetric Loss For Multi-Label Classification

29 September 2020

Papers citing "Asymmetric Loss For Multi-Label Classification"

50 / 258 papers shown

Title
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach Inder Pal Singh Enjie Ghorbel Anis Kacem Djamila Aouada 9 0 0 20 May 2025
CheX-DS: Improving Chest X-ray Image Classification with Ensemble Learning Based on DenseNet and Swin Transformer Xinran Li Yu Liu Xiujuan Xu Xiaowei Zhao ViT MedIm 23 0 0 16 May 2025
Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints Michael Kamfonas 21 0 0 14 May 2025
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 25 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 53 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 39 0 0 25 Apr 2025
Learning Object Focused Attention Vivek Trivedy A. Almalki Longin Jan Latecki 36 0 0 10 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
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection Zhichao Sun Huazhang Hu Yidong Ma Gang Liu Nemo Chen Xu Tang Yao Hu Yongchao Xu ObjD 52 0 0 24 Mar 2025
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification Dongseob Kim Hyunjung Shim VLM 46 0 0 21 Mar 2025
Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport Hao Tan Zichang Tan Jun Yu Li Ajian Liu Jun Wan Zhen Lei VLM 54 0 0 19 Mar 2025
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning Songlin Dong Yuhang He Zhengdong Zhou Haoyu Luo Xing Wei Alex C. Kot Yihong Gong CLL 41 1 0 01 Mar 2025
A Comprehensive Survey on Composed Image Retrieval Xuemeng Song Haoqiang Lin Haokun Wen Bohan Hou Mingzhu Xu Liqiang Nie 53 1 0 19 Feb 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection Maximilian Spliethover Tim Knebler Fabian Fumagalli Maximilian Muschalik Barbara Hammer Eyke Hüllermeier Henning Wachsmuth 105 1 0 10 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawlekar Yujun Cai Yiwei Wang Ming-Hsuan Yang Narendra Ahuja VLM CoGe 80 0 0 05 Feb 2025
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution Ning Chen Shen-Huan Lyu Tian-Shuang Wu Yanyan Wang Bin Tang 63 0 0 31 Jan 2025
Geometric Mean Improves Loss For Few-Shot Learning Tong Wu Takumi Kobayashi 33 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 29 0 0 31 Dec 2024
Towards Simple and Provable Parameter-Free Adaptive Gradient Methods Yuanzhe Tao Huizhuo Yuan Xun Zhou Yuan Cao Q. Gu ODL 39 0 0 27 Dec 2024
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels Haoxian Ruan Zhihua Xu Zhijing Yang Yongyi Lu Jinghui Qin Tianshui Chen VLM 75 0 0 14 Dec 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 82 0 0 20 Nov 2024
Labels in Extremes: How Well Calibrated are Extreme Multi-label Classifiers? Nasib Ullah Erik Schultheis Jinbin Zhang Rohit Babbar 36 0 0 06 Nov 2024
Classification Done Right for Vision-Language Pre-Training Zilong Huang Qinghao Ye Bingyi Kang Jiashi Feng Haoqi Fan CLIP VLM 50 2 0 05 Nov 2024
Classifier Chain Networks for Multi-Label Classification Daniel J. W. Touw Michel van de Velden AI4CE 24 1 0 04 Nov 2024
Estimation beyond Missing (Completely) at Random Tianyi Ma K. A. Verchand Thomas B. Berrett Tengyao Wang R. Samworth 26 2 0 14 Oct 2024
Unraveling Movie Genres through Cross-Attention Fusion of Bi-Modal Synergy of Poster Utsav Nareti Chandranath Adak S. Chattopadhyay Pichao Wang 16 0 0 12 Oct 2024
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections Keryan Chelouche Marie Lachaize Marine Bernard Louise Olgiati Remi Cuingnet NoLa 24 0 0 10 Oct 2024
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance Pankhi Kashyap Pavni Tandon Sunny Gupta Abhishek Tiwari Ritwik Kulkarni Kshitij Sharad Jadhav 37 1 0 05 Oct 2024
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function Nisar Ahmed Muhammad Imran Zaman Nisar Ahmed Muhammad Imran Zaman Li Yanan Hu Hongfei Wang Shiyu Xin Liu 33 0 0 04 Oct 2024
Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial Examples Yujiang Liu Wenjian Luo Zhijian Chen Muhammad Luqman Naseem AAML 19 0 0 26 Sep 2024
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification Yuan Zhang Yutong Xie Hu Wang Jodie C Avery M. L. Hull Gustavo Carneiro 48 0 0 19 Sep 2024
LPT++: Efficient Training on Mixture of Long-tailed Experts Bowen Dong Pan Zhou W. Zuo VLM 42 0 0 17 Sep 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations Samyak Rawlekar Shubhang Bhatnagar Narendra Ahuja VLM 31 1 0 12 Sep 2024
Ultra-imbalanced classification guided by statistical information Yin Jin Ningtao Wang Ruofan Wu Pengfei Shi Xing Fu Weiqiang Wang 38 0 0 06 Sep 2024
Aligning Object Detector Bounding Boxes with Human Preference Ombretta Strafforello O. Kayhan Oana Inel Klamer Schutte Jan van Gemert ObjD 30 0 0 20 Aug 2024
Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification Jiexuan Yan Sheng Huang Nankun Mu Luwen Huangfu Bo Liu VLM 33 0 0 15 Aug 2024
Towards Holistic Disease Risk Prediction using Small Language Models Liv Bjorkdahl Oskar Pauli Johan Ostman Chiara Ceccobello Sara Lundell Magnus Kjellberg LM&MA 42 0 0 13 Aug 2024
Multi-label Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning Xin Zuo Yu Sheng Jifeng Shen Yongwei Shan 19 0 0 01 Aug 2024
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei Stan Z. Li VLM 44 1 0 30 Jul 2024
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 33 0 0 26 Jul 2024
Text-Region Matching for Multi-Label Image Recognition with Missing Labels Leilei Ma Hongxing Xie Lei Wang Yanping Fu Dengdi Sun Haifeng Zhao VLM 36 4 0 26 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 45 6 0 24 Jul 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 33 1 0 23 Jul 2024
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss Functions Jiaqi Luo Yuan Yuan Shixin Xu AI4CE 39 2 0 19 Jul 2024
Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024 Anthony Miyaguchi Patcharapong Aphiwetsa Mark McDuffie 31 1 0 08 Jul 2024
Multi-Label Plant Species Classification with Self-Supervised Vision Transformers Murilo Gustineli Anthony Miyaguchi Ian Stalter 33 3 0 08 Jul 2024
Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024 Anthony Miyaguchi Adrian Cheung Murilo Gustineli Ashley Kim 52 1 0 08 Jul 2024
Transfer Learning with Self-Supervised Vision Transformers for Snake Identification Anthony Miyaguchi Murilo Gustineli Austin Fischer Ryan Lundqvist 29 3 0 08 Jul 2024
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition Hozaifa Kassab Ahmed Mahmoud Mohamed Bahaa Ammar Mohamed Ali Hamdi VLM 43 0 0 08 Jul 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier Prantik Howlader Srijan Das Hieu M. Le Dimitris Samaras 54 5 0 04 Jul 2024