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
Model-Agnostic Graph Regularization for Few-Shot Learning Ethan Shen Maria Brbic Nicholas Monath Jiaqi Zhai Manzil Zaheer J. Leskovec 27 3 0 14 Feb 2021
Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details Achal Dave Piotr Dollár Deva Ramanan A. Kirillov Ross B. Girshick ObjD VLM 13 52 0 01 Feb 2021
ResLT: Residual Learning for Long-tailed Recognition Jiequan Cui Shu Liu Zhuotao Tian Zhisheng Zhong Jiaya Jia 18 127 0 26 Jan 2021
Does Head Label Help for Long-Tailed Multi-Label Text Classification Lin Xiao Xiangliang Zhang L. Jing Chi Huang Mingyang Song VLM 37 56 0 24 Jan 2021
Few-Shot Learning with Class Imbalance Mateusz Ochal Massimiliano Patacchiola Amos Storkey Jose Vazquez Sen Wang 26 35 0 07 Jan 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 12 17 0 22 Dec 2020
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj Zhengxu Xia Ganesh Ananthanarayanan Junchen Jiang Nikolaos Karianakis Yuanchao Shu Kevin Hsieh P. Bahl Ion Stoica 27 163 0 19 Dec 2020
Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection Jingru Tan Xin Lu Gang Zhang Changqing Yin Quanquan Li VLM 22 167 0 15 Dec 2020
Attentional-Biased Stochastic Gradient Descent Q. Qi Yi Tian Xu Rong Jin W. Yin Tianbao Yang ODL 31 12 0 13 Dec 2020
One for More: Selecting Generalizable Samples for Generalizable ReID Model Enwei Zhang Xinyang Jiang Hao Cheng Ancong Wu Fufu Yu Ke Li Xiao-Wei Guo Feng Zheng Weishi Zheng Xing Sun 20 16 0 10 Dec 2020
Disentangling Label Distribution for Long-tailed Visual Recognition Youngkyu Hong Seungju Han Kwanghee Choi Seokjun Seo Beomsu Kim Buru Chang 22 230 0 01 Dec 2020
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels Mohsen Jafarzadeh A. Dhamija Steve Cruz Chunchun Li T. Ahmad Terrance E. Boult VLM OffRL 33 9 0 25 Nov 2020
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer Zidi Xiu Junya Chen Ricardo Henao B. Goldstein Lawrence Carin Chenyang Tao 10 10 0 25 Nov 2020
Automatic Open-World Reliability Assessment Mohsen Jafarzadeh T. Ahmad A. Dhamija Chunchun Li Steve Cruz Terrance E. Boult 26 11 0 11 Nov 2020
Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection Weiping Yu Taojiannan Yang Chong Chen 25 90 0 07 Nov 2020
Learning Open Set Network with Discriminative Reciprocal Points Guangyao Chen Limeng Qiao Yemin Shi Peixi Peng Jia Li Tiejun Huang Shiliang Pu Yonghong Tian UQCV EDL 17 189 0 31 Oct 2020
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Yangyang Guo Liqiang Nie Zhiyong Cheng Q. Tian Min Zhang 19 69 0 30 Oct 2020
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation Taotao Jing Bingrong Xu Jingjing Li Zhengming Ding TTA 24 13 0 23 Oct 2020
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 6 131 0 13 Oct 2020
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance Saptarshi Sinha Hiroki Ohashi Katsuyuki Nakamura 16 36 0 05 Oct 2020
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 36 380 0 05 Oct 2020
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 23 20 0 02 Oct 2020
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification Haifeng Li Zhenqi Cui Zhiqiang Zhu L. Chen Jiawei Zhu Haozhe Huang Chao Tao 31 91 0 28 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 20 437 0 28 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 27 101 0 08 Sep 2020
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning Shengjie Liu Q. Shi Lefei Zhang VLM 27 175 0 08 Sep 2020
Background Splitting: Finding Rare Classes in a Sea of Background Ravi Teja Mullapudi Fait Poms W. Mark Deva Ramanan Kayvon Fatahalian VLM 37 9 0 28 Aug 2020
Delving into Inter-Image Invariance for Unsupervised Visual Representations Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 21 58 0 26 Aug 2020
Seesaw Loss for Long-Tailed Instance Segmentation Jiaqi Wang Wenwei Zhang Yuhang Zang Yuhang Cao Jiangmiao Pang Tao Gong Kai-xiang Chen Ziwei Liu Chen Change Loy Dahua Lin 10 233 0 23 Aug 2020
Few-Shot Learning with Intra-Class Knowledge Transfer Vivek Roy Yan Xu Yu-xiong Wang Kris Kitani Ruslan Salakhutdinov M. Hebert VLM 24 3 0 22 Aug 2020
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory Jialun Liu Jingwei Zhang Yi yang Wenhui Li Chi Zhang Yifan Sun 28 39 0 22 Aug 2020
Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models T. Wang Selen Pehlivan Jorma T. Laaksonen 29 34 0 18 Aug 2020
AlphaNet: Improving Long-Tail Classification By Combining Classifiers Nadine Chang Jayanth Koushik Aarti Singh M. Hebert Yu-xiong Wang Michael J. Tarr 37 0 0 17 Aug 2020
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Jialian Wu Liangchen Song Tiancai Wang Qian Zhang Junsong Yuan ObjD 24 72 0 13 Aug 2020
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination Xudong Wang Ziwei Liu Stella X. Yu SSL 20 76 0 09 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 41 238 0 09 Aug 2020
Meta Feature Modulator for Long-tailed Recognition Renzhen Wang Kaiqin Hu Yanwen Zhu Jun Shu Qian Zhao Deyu Meng 16 12 0 08 Aug 2020
Visual Compositional Learning for Human-Object Interaction Detection Zhi Hou Xiaojiang Peng Yu Qiao Dacheng Tao VLM 25 181 0 24 Jul 2020
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 170 552 0 21 Jul 2020
Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation Hang Zhou Xudong Xu Dahua Lin Xiaogang Wang Ziwei Liu DiffM 32 81 0 20 Jul 2020
Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier Tz-Ying Wu Pedro Morgado Pei Wang Chih-Hui Ho Nuno Vasconcelos 13 45 0 20 Jul 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Tong Wu Qingqiu Huang Ziwei Liu Yu Wang Dahua Lin 22 228 0 19 Jul 2020
Long-tail learning via logit adjustment A. Menon Sadeep Jayasumana A. S. Rawat Himanshu Jain Andreas Veit Sanjiv Kumar 65 686 0 14 Jul 2020
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 36 231 0 08 Jul 2020
FLUID: A Unified Evaluation Framework for Flexible Sequential Data Matthew Wallingford Aditya Kusupati Keivan Alizadeh Vahid Aaron Walsman Aniruddha Kembhavi Ali Farhadi 17 2 0 06 Jul 2020
Similarity Search for Efficient Active Learning and Search of Rare Concepts Cody Coleman Edward Chou Julian Katz-Samuels Sean Culatana Peter Bailis Alexander C. Berg Robert Nowak Roshan Sumbaly Matei A. Zaharia I. Z. Yalniz 49 42 0 30 Jun 2020
Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization Kaidi Cao Yining Chen Junwei Lu Nikos Arechiga Adrien Gaidon Tengyu Ma 28 68 0 29 Jun 2020
ELF: An Early-Exiting Framework for Long-Tailed Classification Rahul Duggal Scott Freitas Sunny Dhamnani Duen Horng Chau Jimeng Sun 42 30 0 22 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 46 184 0 18 Jun 2020
An Online Method for A Class of Distributionally Robust Optimization with Non-Convex Objectives Qi Qi Zhishuai Guo Yi Tian Xu Rong Jin Tianbao Yang 33 44 0 17 Jun 2020