Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax

18 June 2020

Papers citing "Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax"

50 / 181 papers shown

Title
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Yanbiao Ma Licheng Jiao Fan Liu Maoji Wen Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 62 5 0 22 Mar 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection Jiawei Ma Yulei Niu Jincheng Xu Shiyuan Huang G. Han Shih-Fu Chang ObjD 69 36 0 16 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 55 14 0 06 Mar 2023
Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving Jiawei Liu Xingping Dong Sanyuan Zhao Jianbing Shen 3DPC 58 8 0 08 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 64 3 0 06 Feb 2023
Long-tail Detection with Effective Class-Margins Jang Hyun Cho Philipp Krahenbuhl 63 19 0 23 Jan 2023
Towards Spatial Equilibrium Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ming-Ming Cheng ObjD 38 0 0 14 Jan 2023
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 41 6 0 20 Dec 2022
Leveraging Angular Information Between Feature and Classifier for Long-tailed Learning: A Prediction Reformulation Approach Haoxu Wang Junchi Yan 36 1 0 03 Dec 2022
Towards Long-Tailed 3D Detection Neehar Peri Achal Dave Deva Ramanan Shu Kong 3DPC 34 22 0 16 Nov 2022
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining C. Jiang Mahyar Najibi C. Qi Yin Zhou Drago Anguelov 108 20 0 15 Oct 2022
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Yue Liu Yongqiang Yao Jingru Tan Xin Lu F. Yu Ye Luo Jianwei Lu VLM 61 0 0 11 Oct 2022
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition Jingru Tan Yue Liu Xin Lu Yongqiang Yao F. Yu Tong He Wanli Ouyang 59 10 0 11 Oct 2022
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning Haobo Wang Mingxuan Xia Yixuan Li Yuren Mao Lei Feng Gang Chen Jiaqi Zhao 74 38 0 21 Sep 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng Stefanos Zafeiriou 72 11 0 11 Sep 2022
Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Saptarshi Sinha Hiroki Ohashi 102 6 0 07 Sep 2022
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI Hritam Basak Sagnik Ghosal R. Sarkar 71 28 0 31 Aug 2022
Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed Learning Hualiang Wang Siming Fu Xiaoxuan He Han Fang Zuozhu Liu Haoji Hu 52 17 0 22 Aug 2022
Sample hardness based gradient loss for long-tailed cervical cell detection Minmin Liu Xuechen Li Xiang Gao Junliang Chen Linlin Shen Huisi Wu MedIm 29 4 0 07 Aug 2022
Class-Difficulty Based Methods for Long-Tailed Visual Recognition Saptarshi Sinha Hiroki Ohashi Katsuyuki Nakamura 94 31 0 29 Jul 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang Feng Yu 54 42 0 26 Jul 2022
Long-tailed Instance Segmentation using Gumbel Optimized Loss Konstantinos Panagiotis Alexandridis Jiankang Deng A. Nguyen Shang Luo 54 23 0 22 Jul 2022
Invariant Feature Learning for Generalized Long-Tailed Classification Kaihua Tang Mingyuan Tao Jiaxin Qi Zhenguang Liu Hanwang Zhang VLM 52 55 0 19 Jul 2022
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples Chen Liu Xiaomeng Dong Michael Potter Hsi-Ming Chang Ravi Soni 45 2 0 15 Jul 2022
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu Lianli Gao Pengpeng Zeng Hengtao Shen Jingkuan Song 57 19 0 11 Jul 2022
DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition J. Baik In Young Yoon J. Choi 73 12 0 05 Jul 2022
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images Fagner Cunha E. M. Santos J. Colonna 131 15 0 24 Jun 2022
Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization Peixian Chen Kekai Sheng Mengdan Zhang Mingbao Lin Yunhang Shen Shaohui Lin Bo Ren Ke Li VLM ObjD 63 27 0 22 Jun 2022
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States Sofia Broomé Marcelo Feighelstein Anna Zamansky Gabriel Carreira Lencioni P. Andersen Francisca Pessanha M. Mahmoud Hedvig Kjellström A. A. Salah 65 11 0 16 Jun 2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos Sukjun Hwang Miran Heo Seoung Wug Oh Seon Joo Kim VOT 111 5 0 05 Jun 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 66 127 0 27 May 2022
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving Na Li Fan Song Ying Zhang Pengpeng Liang Erkang Cheng 42 5 0 01 May 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 46 185 0 16 Apr 2022
Region Rebalance for Long-Tailed Semantic Segmentation Jiequan Cui Yuhui Yuan Zhisheng Zhong Zhuotao Tian Han Hu Stephen Lin Jiaya Jia 49 18 0 05 Apr 2022
Logit Normalization for Long-tail Object Detection Liang Zhao Yao Teng Limin Wang 50 11 0 31 Mar 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 52 89 0 29 Mar 2022
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model Yu Du Fangyun Wei Zihe Zhang Miaojing Shi Yue Gao Guoqi Li VPVLM VLM 61 330 0 28 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 74 40 0 24 Mar 2022
Learning Affordance Grounding from Exocentric Images Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 41 63 0 18 Mar 2022
A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling Yike Zhang Xiaobing Feng Yi Y. Liu Songjun Cao Long Ma 35 0 0 09 Mar 2022
Taming the Long Tail of Deep Probabilistic Forecasting Jedrzej Kozerawski Mayank Sharan Rose Yu AI4TS 48 7 0 27 Feb 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation Cheng Zhang Tai-Yu Pan Tianle Chen Shitian Zhao Wen-juan Fu Wei-Lun Chao VLM 66 12 0 22 Feb 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 62 25 0 08 Jan 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 89 602 0 07 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Yue Liu Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 58 97 0 07 Jan 2022
Multi-Expert Human Action Recognition with Hierarchical Super-Class Learning Hojat Asgarian Dehkordi Ali Soltani Nezhad Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi 48 13 0 13 Dec 2021
You Only Need End-to-End Training for Long-Tailed Recognition Zhiwei Zhang 97 2 0 11 Dec 2021
Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lin Liang Zhe Gan Lijuan Wang Yezhou Yang Zicheng Liu ViT VLM 62 86 0 09 Dec 2021
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning Yue Fan Dengxin Dai Anna Kukleva Bernt Schiele 33 46 0 08 Dec 2021
Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition Lie Ju Zhen Yu Lin Wang Xin Zhao Xin Wang Paul Bonnington Z. Ge 38 15 0 17 Nov 2021