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
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang Furao Shen Jian Zhao AAML 37 1 0 10 Sep 2024
MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data Jianyi Zhang H. Yang Ang Li Xin Guo Pu Wang Haiming Wang Yiran Chen Hai Li 39 2 0 09 Sep 2024
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study Tomoyuki Obuchi Toshiyuki Tanaka 58 0 0 09 Sep 2024
Text-Guided Mixup Towards Long-Tailed Image Categorization Richard Franklin Jiawei Yao Deyang Zhong Qi Qian Juhua Hu VLM 29 0 0 05 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification Zhiwei Zhang 33 0 0 30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition Zaiwei Zhang Gregory P. Meyer Zhichao Lu Ashish Shrivastava Avinash Ravichandran Eric M. Wolff VLM 44 2 0 29 Aug 2024
SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models Guangxi Li Yinsheng Song Mingkai Zheng 41 0 0 29 Aug 2024
Improving Diffusion-based Data Augmentation with Inversion Spherical Interpolation Yanghao Wang Long Chen DiffM 37 0 0 29 Aug 2024
Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning Lei Liu Li Liu Yawen Cui CLL 27 0 0 27 Aug 2024
HABD: a houma alliance book ancient handwritten character recognition database Xiaoyu Yuan Xiaohua Huang Zibo Zhang Yabo Sun 23 0 0 26 Aug 2024
Distilling Long-tailed Datasets Zhenghao Zhao Haoxuan Wang Yuzhang Shang Kai Wang Yan Yan DD 48 2 0 24 Aug 2024
Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning Dong Geun Shin Hye Won Chung OODD 35 0 0 20 Aug 2024
On the KL-Divergence-based Robust Satisficing Model Haojie Yan Minglong Zhou Jiayi Guo 31 0 0 17 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
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail Yina He Lei Peng Yongcun Zhang Juanjuan Weng Zhiming Luo Shaozi Li OODD 42 0 0 13 Aug 2024
A Systematic Review on Long-Tailed Learning Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 29 7 0 01 Aug 2024
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution Kai-Chun Liu Zhihang Fu Sheng Jin Chao Chen Ze Chen Rongxin Jiang Fan Zhou Yao-Shen Chen Jieping Ye OODD 52 0 0 23 Jul 2024
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models Simha Sankar Baradwaj Destiny Gilliland Jack Rincon Henning Hermjakob Yu Yan ... Dean Wang Karol Watson Alex Bui Wei Wang Peipei Ping 48 6 0 18 Jul 2024
LTRL: Boosting Long-tail Recognition via Reflective Learning QiHao Zhao Yalun Dai Shen Lin Wei Hu Fan Zhang Jun Liu 51 1 0 17 Jul 2024
Adaptive Parametric Activation Konstantinos Panagiotis Alexandridis Jiankang Deng Anh Nguyen Shan Luo 41 2 0 11 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 48 0 0 07 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Haolin Pan Yong Guo Mianjie Yu Jian Chen 57 1 0 06 Jul 2024
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features T. Silva Hélio Pedrini Adín Ramírez Rivera SSL 36 2 0 03 Jul 2024
An Efficient NAS-based Approach for Handling Imbalanced Datasets Zhiwei Yao 41 0 0 22 Jun 2024
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 40 1 0 19 Jun 2024
Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation Yuhang Zhou Jing Zhu Paiheng Xu Xiaoyu Liu Xiyao Wang Danai Koutra Wei Ai Furong Huang 81 4 0 19 Jun 2024
Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model Jiang-Xin Shi Chi Zhang Tong Wei Yu-Feng Li VLM 43 2 0 18 Jun 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models Yikai Zhang Qianyu He Xintao Wang Siyu Yuan Jiaqing Liang Yanghua Xiao VLM 46 0 0 16 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation Shan Li Lu Yang Pu Cao Liulei Li Huadong Ma 46 1 0 06 Jun 2024
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 42 1 0 28 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 59 20 0 24 May 2024
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards Xiaoyu Yang Jie Lu Enshui Yu VLM 48 1 0 22 May 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 24 1 0 19 May 2024
Why does Knowledge Distillation Work? Rethink its Attention and Fidelity Mechanism Chenqi Guo Shiwei Zhong Xiaofeng Liu Qianli Feng Yinglong Ma 30 1 0 30 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 42 6 0 26 Apr 2024
Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models Parul Gupta Munawar Hayat Abhinav Dhall Thanh-Toan Do DiffM 46 1 0 25 Apr 2024
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks Zitong Huang Ze Chen Bowen Dong Chaoqi Liang Erjin Zhou Wangmeng Zuo MoMe CLL 46 3 0 25 Apr 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation Xiaoling Zhou Wei Ye Zhemg Lee Rui Xie Shi-Bo Zhang 44 1 0 25 Apr 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
A Survey of Deep Long-Tail Classification Advancements Charika De Alvis Suranga Seneviratne 34 1 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 47 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 Nguyen Nhat To 41 11 0 17 Apr 2024
Vocabulary-free Image Classification and Semantic Segmentation Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 43 2 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 46 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 57 4 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 37 8 0 03 Apr 2024
Continual Learning of Numerous Tasks from Long-tail Distributions Liwei Kang Wee Sun Lee 27 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 58 28 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 37 17 0 28 Mar 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Sahar Rahimi Malakshan Nasser M. Nasrabadi 43 3 0 25 Mar 2024