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
Long-tailed Classification from a Bayesian-decision-theory Perspective Bolian Li Ruqi Zhang 43 1 0 10 Mar 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 15 12 0 10 Mar 2023
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision Tarun Kalluri Weiyao Wang Heng Wang Manmohan Chandraker Lorenzo Torresani Du Tran 28 6 0 09 Mar 2023
No One Left Behind: Improving the Worst Categories in Long-Tailed Learning Yingxiao Du Jianxin Wu 32 13 0 07 Mar 2023
ChatGPT is on the Horizon: Could a Large Language Model be Suitable for Intelligent Traffic Safety Research and Applications? Ou Zheng Mohamed Abdel-Aty Dongdong Wang Zijin Wang Shengxuan Ding LM&MA 33 14 0 06 Mar 2023
Unproportional mosaicing Vojtech Molek P. Hurtík Pavel Vlasánek D. Adamczyk 24 1 0 03 Mar 2023
Improving GAN Training via Feature Space Shrinkage Haozhe Liu Wentian Zhang Bing Li Haoqian Wu Nanjun He Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN 13 6 0 02 Mar 2023
Rethink Long-tailed Recognition with Vision Transformers Zhengzhuo Xu Shuo Yang Xingjun Wang Chun Yuan 20 4 0 28 Feb 2023
Inducing Neural Collapse in Deep Long-tailed Learning Xuantong Liu Jianfeng Zhang Tianyang Hu He Cao Lujia Pan Yuan Yao 27 27 0 24 Feb 2023
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities Hexiang Hu Yi Luan Yang Chen Urvashi Khandelwal Mandar Joshi Kenton Lee Kristina Toutanova Ming-Wei Chang VLM 58 55 0 22 Feb 2023
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset Jiexing Qi Shuhao Li Zhixin Guo Yusheng Huang Cheng Zhou Weinan Zhang Xinbing Wang Zhouhan Lin VLM 29 0 0 19 Feb 2023
Mutual Exclusive Modulator for Long-Tailed Recognition Haixu Long Xiaolin Zhang Yanbin Liu Zongtai Luo Jianbo Liu 19 2 0 19 Feb 2023
New Insights on Relieving Task-Recency Bias for Online Class Incremental Learning Guoqiang Liang Zhaojie Chen Zhaoqiang Chen Shiyu Ji Yanning Zhang CLL 35 11 0 16 Feb 2023
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn Jongwoo Ko Se-Young Yun 43 30 0 10 Feb 2023
Long-Tailed Partial Label Learning via Dynamic Rebalancing Feng Hong Jiangchao Yao Zhihan Zhou Ya Zhang Yanfeng Wang 26 26 0 10 Feb 2023
The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition Jun Cen Di Luan Shiwei Zhang Yixuan Pei Yingya Zhang Deli Zhao Shaojie Shen Qifeng Chen 11 19 0 08 Feb 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 38 1 0 07 Feb 2023
APAM: Adaptive Pre-training and Adaptive Meta Learning in Language Model for Noisy Labels and Long-tailed Learning Sunyi Chi B. Dong Yiming Xu Zhenyu Shi Zheng Du NoLa 39 3 0 06 Feb 2023
ResMem: Learn what you can and memorize the rest Zitong Yang Michal Lukasik Vaishnavh Nagarajan Zong-xiao Li A. S. Rawat Manzil Zaheer A. Menon Surinder Kumar VLM 43 8 0 03 Feb 2023
Revisiting Long-tailed Image Classification: Survey and Benchmarks with New Evaluation Metrics Chaowei Fang Dingwen Zhang Wen Zheng Xue Li Le Yang Lechao Cheng Junwei Han VLM 31 4 0 03 Feb 2023
Learning Prototype Classifiers for Long-Tailed Recognition Saurabh Sharma Yongqin Xian Ning Yu Ambuj K. Singh 40 13 0 01 Feb 2023
NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning Jianfeng Wang Xiaolin Hu Thomas Lukasiewicz AAML BDL 36 0 0 31 Jan 2023
DELTA: degradation-free fully test-time adaptation Bowen Zhao Chen Chen Shutao Xia TTA 86 55 0 30 Jan 2023
Don't Play Favorites: Minority Guidance for Diffusion Models Soo Bin Um Suhyeon Lee Jong Chul Ye DiffM 31 22 0 29 Jan 2023
Improving Deep Regression with Ordinal Entropy Shihao Zhang Linlin Yang Michael Bi Mi Xiaoxu Zheng Angela Yao UQCV 27 39 0 21 Jan 2023
Model-based Transfer Learning for Automatic Optical Inspection based on domain discrepancy Erik Isai Valle Salgado Haoxin Yan Yue Hong Peiyuan Zhu Shidong Zhu ... Yanxiang Wen Xiu Li Xiaolin Qian Xiaohao Wang Xinghui Li 21 0 0 14 Jan 2023
Effective Decision Boundary Learning for Class Incremental Learning Chaoyue Ding Kunchi Li Jun Wan Shan Yu CLL 14 1 0 12 Jan 2023
On the challenges to learn from Natural Data Streams Guido Borghi G. Graffieti Davide Maltoni 20 2 0 09 Jan 2023
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions Otto Brookes Majid Mirmehdi H. Kühl T. Burghardt 31 14 0 06 Jan 2023
Understanding Imbalanced Semantic Segmentation Through Neural Collapse Zhisheng Zhong Jiequan Cui Yibo Yang Xiaoyang Wu Xiaojuan Qi Xinming Zhang Jiaya Jia 140 45 0 03 Jan 2023
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data Harsh Rangwani Sumukh K Aithal Mayank Mishra R. Venkatesh Babu 31 29 0 28 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 28 6 0 20 Dec 2022
Context Label Learning: Improving Background Class Representations in Semantic Segmentation Zeju Li Konstantinos Kamnitsas Cheng Ouyang Chen Chen Ben Glocker VLM 30 6 0 16 Dec 2022
Interpretable ML for Imbalanced Data Damien Dablain C. Bellinger Bartosz Krawczyk D. Aha Nitesh V. Chawla 24 1 0 15 Dec 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Yunhao Ge Lyne Tchapmi Brian Nlong Zhao Laurent Itti Vibhav Vineet DiffM 39 4 0 15 Dec 2022
Learning Imbalanced Data with Vision Transformers Zhengzhuo Xu R. Liu Shuo Yang Zenghao Chai Chun Yuan 37 33 0 05 Dec 2022
VLG: General Video Recognition with Web Textual Knowledge Jintao Lin Zhaoyang Liu Wenhai Wang Wayne Wu Limin Wang 39 0 0 03 Dec 2022
PROB: Probabilistic Objectness for Open World Object Detection O. Zohar Kuan-Chieh Jackson Wang Serena Yeung 17 58 0 02 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 29 58 0 01 Dec 2022
Long-tail Cross Modal Hashing Zijun Gao Jun Wang Guoxian Yu Zhongmin Yan C. Domeniconi Jinglin Zhang 24 8 0 28 Nov 2022
Class Adaptive Network Calibration Bingyuan Liu Jérôme Rony Adrian Galdran Jose Dolz Ismail Ben Ayed 48 8 0 28 Nov 2022
Dynamic Loss For Robust Learning Shenwang Jiang Jianan Li Jizhou Zhang Ying Wang Tingfa Xu NoLa OOD 28 6 0 22 Nov 2022
Supervised Contrastive Learning on Blended Images for Long-tailed Recognition Minki Jeong Changick Kim 38 1 0 22 Nov 2022
Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss Lefan Zhang Zhang-Hao Tian Wujun Zhou Wei Wang NoLa 24 2 0 20 Nov 2022
Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification Lin Xiao Pengyu Xu L. Jing Xiang-Fei Zhang 24 1 0 19 Nov 2022
Towards Long-Tailed 3D Detection Neehar Peri Achal Dave Deva Ramanan Shu Kong 3DPC 22 20 0 16 Nov 2022
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation Bowen Ma Rudong An Wei Zhang Yu-qiong Ding Zeng Zhao Rongsheng Zhang Tangjie Lv Changjie Fan Zhipeng Hu CVBM 62 19 0 28 Oct 2022
Long-tailed Food Classification Jiangpeng He Luotao Lin H. Eicher-Miller Fengqing M Zhu 45 22 0 26 Oct 2022
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 33 10 0 19 Oct 2022
Active Learning for Imbalanced Civil Infrastructure Data Thomas Frick Diego Antognini Mattia Rigotti I. Giurgiu Benjamin Grewe C. Malossi AI4CE 42 2 0 19 Oct 2022