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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
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 131 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 119 17 0 05 Dec 2023
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 91 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 81 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 Benlin Liu Jian Wu Jintai Chen 58 4 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 171 3 0 27 Nov 2023
Query by Activity Video in the Wild Tao Hu William Thong Pascal Mettes Cees G. M. Snoek 89 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 197 2 0 23 Nov 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 105 2 0 20 Nov 2023
Online Continual Learning via Logit Adjusted Softmax Zhehao Huang Tao Li Chenhe Yuan Yingwen Wu Xiaolin Huang CLL 83 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 98 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 105 5 0 02 Nov 2023
Long-Tailed Learning as Multi-Objective Optimization Weiqi Li Fan Lyu Fanhua Shang Liang Wan Wei Feng 93 4 0 31 Oct 2023
How Re-sampling Helps for Long-Tail Learning? Jiang-Xin Shi Tong Wei Yuke Xiang Yu-Feng Li 99 26 0 27 Oct 2023
Combating Representation Learning Disparity with Geometric Harmonization Zhihan Zhou Jiangchao Yao Feng Hong Ya Zhang Bo Han Yanfeng Wang 76 14 0 26 Oct 2023
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 116 2 0 25 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 116 4 0 20 Oct 2023
Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models Beier Zhu Kaihua Tang Qianru Sun Hanwang Zhang 78 22 0 12 Oct 2023
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer Zikai Xiao Zihan Chen Songshan Liu Hualiang Wang Yang Feng Jinxiang Hao Qiufeng Wang Jian Wu Howard H. Yang Zuo-Qiang Liu FedML 109 13 0 11 Oct 2023
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 79 25 0 07 Oct 2023
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification Feihong He Gang Li Hui Xiong VLM ViT 138 2 0 05 Oct 2023
Towards Distribution-Agnostic Generalized Category Discovery Jianhong Bai Zuo-Qiang Liu Hualiang Wang Ruizhe Chen Lianrui Mu Xiaomeng Li Qiufeng Wang Yang Feng Jian Wu Haoji Hu 151 12 0 02 Oct 2023
SCoRe: Submodular Combinatorial Representation Learning Anay Majee Suraj Kothawade Krishnateja Killamsetty Rishabh K. Iyer 138 1 0 29 Sep 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 98 21 0 29 Sep 2023
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Tongliang Liu Wenping Wang 3DPC SSL 120 3 0 29 Sep 2023
Post-Training Overfitting Mitigation in DNN Classifiers Hang Wang David J. Miller G. Kesidis AAML 60 0 0 28 Sep 2023
A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition Qiong Chen Tianlin Huang Geren Zhu Enlu Lin MQ 69 15 0 28 Sep 2023
3D Indoor Instance Segmentation in an Open-World Mohamed El Amine Boudjoghra Salwa K. Al Khatib Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer Salman Khan Fahad Khan 3DV ISeg 68 6 0 25 Sep 2023
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Jiang-Xin Shi Tong Wei Zhi Zhou Jiejing Shao Xin-Yan Han Yu-Feng Li 111 36 0 18 Sep 2023
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 88 14 0 13 Sep 2023
SHIFT3D: Synthesizing Hard Inputs For Tricking 3D Detectors Hongge Chen Zhao Chen Gregory P. Meyer Dennis Park Carl Vondrick Ashish Shrivastava Yuning Chai 3DPC 62 3 0 11 Sep 2023
Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes Tim Bakker H. V. Hoof Max Welling 79 2 0 11 Sep 2023
EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding Yue Xu Yong-Lu Li Zhemin Huang Michael Xu Liu Cewu Lu Yu-Wing Tai Chi-Keung Tang EgoV 64 10 0 05 Sep 2023
Robust Long-Tailed Learning via Label-Aware Bounded CVaR Hong Zhu Runpeng Yu Xingui Tang Yifei Wang Yuan Fang Yisen Wang 54 0 0 29 Aug 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun Jhair Gallardo Junyu Chen Christopher Kanan CLL 107 10 0 25 Aug 2023
Dual Compensation Residual Networks for Class Imbalanced Learning Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 101 6 0 25 Aug 2023
Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail Recognition Siming Fu Xiaoxuan He Xinpeng Ding Yuchen Cao Hualiang Wang VLM 77 6 0 24 Aug 2023
Opening the Vocabulary of Egocentric Actions Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao VLM 103 18 0 22 Aug 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition QiHao Zhao Chen Jiang Wei Hu Fangying Zhang Jun Liu 81 11 0 19 Aug 2023
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability Runhu Huang Jianhua Han Guansong Lu Xiaodan Liang Yihan Zeng Wei Zhang Hang Xu DiffM 69 2 0 18 Aug 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts S. Park Seunghan Yang Jaegul Choo Sungrack Yun VLM TTA 72 19 0 17 Aug 2023
MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation Jun Shen Long Chen Kun Kuang Leilei Gan Tian Feng Wei Zhang MoE 90 0 0 16 Aug 2023
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition Yixuan Zhou Yi Qu Xing Xu Hengtao Shen 69 18 0 15 Aug 2023
Multi-level Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li Xingchen Li Jun Xiao Chen Li Chunping Wang 91 27 0 13 Aug 2023
Ensemble Modeling for Multimodal Visual Action Recognition Jyoti Kini Sarah Fleischer I. Dave M. Shah 135 1 0 10 Aug 2023
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation Kaixin Cai Pengzhen Ren Yi Zhu Hang Xu Jian-zhuo Liu Changlin Li Guangrun Wang Xiaodan Liang VLM 81 15 0 09 Aug 2023
A Transformer-based Prediction Method for Depth of Anesthesia During Target-controlled Infusion of Propofol and Remifentanil Yongkang He Siyuan Peng Mingjin Chen Zhi-Yi Yang Yuan-Wei Chen 34 5 0 02 Aug 2023
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems Moon Ye-Bin Nam Hyeon-Woo Wonseok Choi Nayeong Kim Suha Kwak Tae-Hyun Oh DiffM 90 6 0 02 Aug 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 86 9 0 27 Jul 2023
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone Zenghao Bao Zichang Tan Jun Yu Li Jun Wan Xibo Ma Zhen Lei 49 8 0 19 Jul 2023