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 / 636 papers shown

Title
Learning from Reduced Labels for Long-Tailed Data Meng Wei Zhongnian Li Yong Zhou Xinzheng Xu 26 0 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 55 1 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 64 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 32 1 0 14 Mar 2024
Decoupled Contrastive Learning for Long-Tailed Recognition Shiyu Xuan Shiliang Zhang 41 5 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 34 15 0 09 Mar 2024
DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition Jie Shao Ke Zhu Hanxiao Zhang Jianxin Wu 41 4 0 08 Mar 2024
MeaCap: Memory-Augmented Zero-shot Image Captioning Zequn Zeng Yan Xie Hao Zhang Chiyu Chen Zhengjue Wang Boli Chen VLM 39 14 0 06 Mar 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition Mathilde Caron Ahmet Iscen Alireza Fathi Cordelia Schmid 40 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 42 1 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 39 25 0 29 Feb 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 32 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 25 7 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 50 1 0 26 Feb 2024
SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning Chaoqun Du Yizeng Han Gao Huang 43 4 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 35 1 0 14 Feb 2024
TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound Yinyu Ye Shijing Chen Dong Ni Ruobing Huang 38 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 40 23 0 06 Feb 2024
Reviving Undersampling for Long-Tailed Learning Hao Yu Yingxiao Du Jianxin Wu 30 1 0 30 Jan 2024
Rectify the Regression Bias in Long-Tailed Object Detection Ke Zhu Minghao Fu Jie Shao Tianyu Liu Jianxin Wu 46 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 37 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 35 13 0 24 Jan 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification Yanbiao Ma Licheng Jiao F. Liu Shuyuan Yang Xu Liu Puhua Chen 25 10 0 21 Jan 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification Liangliang Shi Zhaoqi Shen Junchi Yan OT 35 2 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 43 6 0 17 Jan 2024
Adaptive Data Augmentation for Aspect Sentiment Quad Prediction Wenyuan Zhang Xinghua Zhang Shiyao Cui Kun Huang Xuebin Wang Tingwen Liu 31 6 0 12 Jan 2024
Wasserstein Distance-based Expansion of Low-Density Latent Regions for Unknown Class Detection Prakash Mallick Feras Dayoub Jamie Sherrah 21 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 36 0 0 01 Jan 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 31 5 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 18 9 0 25 Dec 2023
A Survey on Open-Set Image Recognition Jiaying Sun Qiulei Dong BDL ObjD 34 3 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 60 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 37 14 0 17 Dec 2023
Student as an Inherent Denoiser of Noisy Teacher Jiachen Zhao 29 0 0 15 Dec 2023
EAT: Towards Long-Tailed Out-of-Distribution Detection Tong Wei Bo-Lin Wang Min-Ling Zhang OODD 31 14 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 47 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 31 9 0 10 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 44 4 0 05 Dec 2023
Simplifying Neural Network Training Under Class Imbalance Ravid Shwartz-Ziv Micah Goldblum Yucen Lily Li C. Bayan Bruss Andrew Gordon Wilson 34 14 0 05 Dec 2023
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 39 2 0 04 Dec 2023
Non-Visible Light Data Synthesis and Application: A Case Study for Synthetic Aperture Radar Imagery Zichen Tian Zhaozheng Chen Qianru Sun 38 1 0 29 Nov 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification Jiahuan Yan Haojun Gao Zhang Kai Weize Liu Danny Chen Jian Wu Jintai Chen 26 3 0 28 Nov 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 40 3 0 27 Nov 2023
Query by Activity Video in the Wild Tao Hu William Thong Pascal Mettes Cees G. M. Snoek 24 0 0 23 Nov 2023
Class Uncertainty: A Measure to Mitigate Class Imbalance Z. S. Baltaci K. Oksuz S. Kuzucu K. Tezoren B. K. Konar A. Ozkan Emre Akbas Sinan Kalkan 85 2 0 23 Nov 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 34 1 0 20 Nov 2023
Online Continual Learning via Logit Adjusted Softmax Zhehao Huang Tao Li Chenhe Yuan Yingwen Wu Xiaolin Huang CLL 63 3 0 11 Nov 2023
Towards a Unified Transformer-based Framework for Scene Graph Generation and Human-object Interaction Detection Tao He Lianli Gao Jingkuan Song Yuan-Fang Li ViT 34 11 0 03 Nov 2023
Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning Jaya Kalla Soma Biswas CLL 25 5 0 02 Nov 2023
Long-Tailed Learning as Multi-Objective Optimization Weiqi Li Fan Lyu Fanhua Shang Liang Wan Wei Feng 29 4 0 31 Oct 2023