v1v2 (latest)

Large-Scale Long-Tailed Recognition in an Open World

10 April 2019

Xiaohang Zhan

Papers citing "Large-Scale Long-Tailed Recognition in an Open World"

50 / 646 papers shown

Title
A Survey of Deep Long-Tail Classification Advancements Charika De Alvis Suranga Seneviratne 103 2 0 24 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 115 1 0 18 Apr 2024
JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA Zeyu Zhang Xuyin Qi Mingxi Chen Guangxi Li Ryan Pham ... Zhibin Liao O. Siggs Robert Mclaughlin Jamie Craig Minh-Son To 78 12 0 17 Apr 2024
Vocabulary-free Image Classification and Semantic Segmentation Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 99 3 0 16 Apr 2024
Extracting Clean and Balanced Subset for Noisy Long-tailed Classification Zhuo Li He Zhao Zhen Li Tongliang Liu Dandan Guo Xiang Wan NoLa 75 1 0 10 Apr 2024
Latent-based Diffusion Model for Long-tailed Recognition Pengxiao Han Changkun Ye Jieming Zhou Jing Zhang Jie Hong Xuesong Li 136 6 0 06 Apr 2024
DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Harsh Rangwani Pradipto Mondal Mayank Mishra Ashish Ramayee Asokan R. V. Babu 100 9 0 03 Apr 2024
Continual Learning of Numerous Tasks from Long-tail Distributions Liwei Kang Wee Sun Lee 95 0 0 03 Apr 2024
Negative Label Guided OOD Detection with Pretrained Vision-Language Models Xue Jiang Feng Liu Zhengfeng Fang Hong Chen Tongliang Liu Feng Zheng Bo Han VLM 108 34 0 29 Mar 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang Xiangnan He Qi Tian VLM DiffM 78 18 0 28 Mar 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Sahar Rahimi Malakshan Nasser M. Nasrabadi 79 4 0 25 Mar 2024
Learning from Reduced Labels for Long-Tailed Data Meng Wei Zhongnian Li Yong Zhou Xinzheng Xu 60 1 0 25 Mar 2024
Accurately Predicting Probabilities of Safety-Critical Rare Events for Intelligent Systems Ruoxuan Bai Jingxuan Yang Weiduo Gong Yi Zhang Qiujing Lu Shuo Feng 124 2 0 20 Mar 2024
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition Jielin Qiu William Jongwon Han Winfred Wang Zhengyuan Yang Linjie Li Jianfeng Wang Christos Faloutsos Lei Li Lijuan Wang VLM 115 2 0 19 Mar 2024
Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier Fan Zhang Wei Qin Weijieying Ren Lei Wang Zetong Chen Richang Hong 64 1 0 14 Mar 2024
Decoupled Contrastive Learning for Long-Tailed Recognition Shiyu Xuan Shiliang Zhang 104 7 0 10 Mar 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content QiHao Zhao Yalun Dai Hao Li Wei Hu Fan Zhang Jun Liu 87 17 0 09 Mar 2024
DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition Jie Shao Ke Zhu Hanxiao Zhang Jianxin Wu 84 5 0 08 Mar 2024
MeaCap: Memory-Augmented Zero-shot Image Captioning Zequn Zeng Yan Xie Hao Zhang Chiyu Chen Zhengjue Wang Boli Chen VLM 86 15 0 06 Mar 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition Mathilde Caron Ahmet Iscen Alireza Fathi Cordelia Schmid 94 5 0 04 Mar 2024
Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach Han Lu Siyu Sun Yichen Xie Liqing Zhang Xiaokang Yang Junchi Yan 78 2 0 01 Mar 2024
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models Frederik Kunstner Robin Yadav Alan Milligan Mark Schmidt Alberto Bietti 101 34 0 29 Feb 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 67 1 0 28 Feb 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui Beier Zhu Xin Wen Xiaojuan Qi Bei Yu Haiqi Zhang 77 8 0 28 Feb 2024
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions Saeed Khorram Mingqi Jiang Mohamad Shahbazi Mohamad H. Danesh Li Fuxin GAN 96 1 0 26 Feb 2024
SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning Chaoqun Du Yizeng Han Gao Huang 92 7 0 21 Feb 2024
DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning Won-Seok Choi Hyun-Dong Lee Dong-Sig Han Junseok Park Heeyeon Koo Byoung-Tak Zhang 94 1 0 14 Feb 2024
TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound Yinyu Ye Shijing Chen Dong Ni Ruobing Huang 71 0 0 12 Feb 2024
A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation Zhengbo Wang Jian Liang Lijun Sheng Ran He Zilei Wang Tieniu Tan VLM 105 23 0 06 Feb 2024
Do we need rebalancing strategies? A theoretical and empirical study around SMOTE and its variants Abdoulaye Sakho Emmanuel Malherbe Erwan Scornet 154 3 0 06 Feb 2024
Reviving Undersampling for Long-Tailed Learning Hao Yu Yingxiao Du Jianxin Wu 93 2 0 30 Jan 2024
Rectify the Regression Bias in Long-Tailed Object Detection Ke Zhu Minghao Fu Jie Shao Tianyu Liu Jianxin Wu 98 2 0 29 Jan 2024
Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective Xuechen Zhang Mingchen Li Jiasi Chen Christos Thrampoulidis Samet Oymak 99 3 0 25 Jan 2024
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition Otto Brookes Majid Mirmehdi Colleen Stephens Samuel Angedakin Katherine Corogenes ... Klaus Zuberbühler Christophe Boesch M. Arandjelovic H. Kühl T. Burghardt 83 16 0 24 Jan 2024
Understanding and Mitigating the Bias in Sample Selection for Learning with Noisy Labels Qinglai Wei Lei Feng Haobo Wang Bo An NoLa 108 1 0 24 Jan 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification Yanbiao Ma Licheng Jiao Fan Liu Shuyuan Yang Xu Liu Puhua Chen 87 11 0 21 Jan 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification Liangliang Shi Zhaoqi Shen Junchi Yan OT 67 3 0 21 Jan 2024
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data Zikai Xiao Zihan Chen Liyinglan Liu Yang Feng Jian Wu Wanlu Liu Qiufeng Wang Howard H. Yang Zuo-Qiang Liu FedML 87 7 0 17 Jan 2024
Adaptive Data Augmentation for Aspect Sentiment Quad Prediction Wenyuan Zhang Xinghua Zhang Shiyao Cui Kun Huang Xuebin Wang Tingwen Liu 71 8 0 12 Jan 2024
Wasserstein Distance-based Expansion of Low-Density Latent Regions for Unknown Class Detection Prakash Mallick Feras Dayoub Jamie Sherrah 45 1 0 10 Jan 2024
DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition Parul Gupta Tuan Nguyen Abhinav Dhall Munawar Hayat Trung Le Thanh-Toan Do 69 0 0 01 Jan 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 76 6 0 26 Dec 2023
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning Chengcheng Ma Ismail Elezi Jiankang Deng Weiming Dong Changsheng Xu 73 12 0 25 Dec 2023
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 92 7 0 25 Dec 2023
CLIM: Contrastive Language-Image Mosaic for Region Representation Size Wu Wenwei Zhang Lumin Xu Sheng Jin Wentao Liu Chen Change Loy ObjD VLM 104 15 0 18 Dec 2023
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning Wenjun Miao Guansong Pang Tianqi Li Xiaolong Bai Jingyi Zheng OODD 119 15 0 17 Dec 2023
Student as an Inherent Denoiser of Noisy Teacher Jiachen Zhao 128 0 0 15 Dec 2023
EAT: Towards Long-Tailed Out-of-Distribution Detection Tong Wei Bo-Lin Wang Min-Ling Zhang OODD 77 15 0 14 Dec 2023
Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous Driving David Fernández Llorca Pedro Frau Ignacio Parra R. Izquierdo Emilia Gómez 105 1 0 11 Dec 2023
Open World Object Detection in the Era of Foundation Models O. Zohar Alejandro Lozano Shelly Goel Serena Yeung Kuan-Chieh Wang VLM 89 11 0 10 Dec 2023