v1v2 (latest)

Factors in Finetuning Deep Model for object detection

20 January 2016

Wanli Ouyang

Papers citing "Factors in Finetuning Deep Model for object detection"

50 / 87 papers shown

Title
Compositional Attribute Imbalance in Vision Datasets Jiayi Chen Yanbiao Ma Andi Zhang Weidong Tang Wei-Ming Dai Bowei Liu CoGe 40 0 0 17 Jun 2025
SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM Xingyu Lyu Qianqian Xu Zhiyong Yang Shaojie Lyu Qingming Huang 198 1 0 18 Dec 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 161 2 0 20 Nov 2024
Text-Guided Mixup Towards Long-Tailed Image Categorization Richard Franklin Jiawei Yao Deyang Zhong Qi Qian Juhua Hu VLM 65 0 0 05 Sep 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 102 8 0 01 Aug 2024
Improving Large Models with Small models: Lower Costs and Better Performance Dong Chen Shuo Zhang Yueting Zhuang Siliang Tang Qidong Liu Hua Wang Mingliang Xu 93 6 0 15 Jun 2024
Latent-based Diffusion Model for Long-tailed Recognition Pengxiao Han Changkun Ye Jieming Zhou Jing Zhang Jie Hong Xuesong Li 116 6 0 06 Apr 2024
Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies Nieves Crasto ObjD 97 6 0 11 Mar 2024
Simplifying Neural Network Training Under Class Imbalance Ravid Shwartz-Ziv Micah Goldblum Yucen Lily Li C. Bayan Bruss Andrew Gordon Wilson 106 17 0 05 Dec 2023
ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation Xing Di Yiyu Zheng Xiaoming Liu Yu Cheng 72 3 0 03 Nov 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 105 3 0 20 Oct 2023
A Spatio-Temporal Attention-Based Method for Detecting Student Classroom Behaviors Fan Yang 55 2 0 04 Oct 2023
Falsification of a Vision-based Automatic Landing System Sara Shoouri S. Jalili Jiahong Xu I. Gallagher Yuhao Zhang Joshua Wilhelm N. Ozay Jean-Baptiste Jeannin 26 3 0 04 Jul 2023
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition Peng Xia Di Xu Ming Hu Lie Ju Zongyuan Ge VLM 92 11 0 08 May 2023
Class-Balancing Diffusion Models Yiming Qin Huangjie Zheng Jiangchao Yao Mingyuan Zhou Ya Zhang DiffM 99 44 0 30 Apr 2023
V3Det: Vast Vocabulary Visual Detection Dataset Jiaqi Wang Pan Zhang Tao Chu Yuhang Cao Yujie Zhou Tong Wu Bin Wang Conghui He Dahua Lin VLM ObjD 116 55 0 07 Apr 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail Yingjun Du Jiayi Shen Xiantong Zhen Cees G. M. Snoek 136 13 0 31 Mar 2023
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 102 6 0 22 Mar 2023
Towards Spatial Equilibrium Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ming-Ming Cheng ObjD 46 0 0 14 Jan 2023
Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling Zheqi Lv Feng Wang Shengyu Zhang Kun Kuang Hongxia Yang Leilei Gan 51 8 0 19 Aug 2022
Open Long-Tailed Recognition in a Dynamic World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 90 21 0 17 Aug 2022
ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization Langzhang Liang Zenglin Xu Zixing Song Irwin King Yuan Qi Jieping Ye 111 24 0 16 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 77 56 0 02 Jun 2022
Long-tailed Recognition by Learning from Latent Categories Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 138 5 0 02 Jun 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 93 132 0 27 May 2022
Evaluating Distributional Distortion in Neural Language Modeling Benjamin LeBrun Alessandro Sordoni Timothy J. O'Donnell 77 23 0 24 Mar 2022
Efficient Image Representation Learning with Federated Sampled Softmax Sagar M. Waghmare Qi Huizhong Chen Mikhail Sirotenko Tomer Meron FedML 51 2 0 09 Mar 2022
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 79 90 0 09 Dec 2021
A Simple Long-Tailed Recognition Baseline via Vision-Language Model Teli Ma Shijie Geng Mengmeng Wang Jing Shao Jiasen Lu Hongsheng Li Peng Gao Yu Qiao VLM 114 47 0 29 Nov 2021
Language bias in Visual Question Answering: A Survey and Taxonomy Desen Yuan 83 13 0 16 Nov 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 115 592 0 09 Oct 2021
Long-tailed Distribution Adaptation Zhiliang Peng Wei Huang Zonghao Guo Xiaosong Zhang Jianbin Jiao QiXiang Ye 63 10 0 06 Oct 2021
Calibrating Class Activation Maps for Long-Tailed Visual Recognition Chi Zhang Guosheng Lin Lvlong Lai Henghui Ding Qingyao Wu 67 1 0 29 Aug 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 116 129 0 18 Aug 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 91 281 0 26 Jul 2021
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training Fangyuan Zhang Tianxiang Pan Bin Wang 88 55 0 11 Jul 2021
Multi-Agent Semi-Siamese Training for Long-tail and Shallow Face Learning Hailin Shi Dan Zeng Yichun Tai Hang Du Yibo Hu Zicheng Zhang Tao Mei CVBM 66 4 0 10 May 2021
Distributional Robustness Loss for Long-tail Learning Dvir Samuel Gal Chechik OOD 101 100 0 07 Apr 2021
Procrustean Training for Imbalanced Deep Learning Han-Jia Ye De-Chuan Zhan Wei-Lun Chao 65 31 0 05 Apr 2021
Friends and Foes in Learning from Noisy Labels Yifan Zhou Yifan Ge Jianxin Wu NoLa 53 2 0 28 Mar 2021
Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation Peishan Cong Xinge Zhu Yuexin Ma 93 9 0 26 Mar 2021
Label-Imbalanced and Group-Sensitive Classification under Overparameterization Ganesh Ramachandra Kini Orestis Paraskevas Samet Oymak Christos Thrampoulidis 129 96 0 02 Mar 2021
Custom Object Detection via Multi-Camera Self-Supervised Learning Yan Lu Yuanchao Shu 32 3 0 05 Feb 2021
MetaInfoNet: Learning Task-Guided Information for Sample Reweighting Hongxin Wei Lei Feng Rongpin Wang Bo An NoLa 73 6 0 09 Dec 2020
Imbalance Robust Softmax for Deep Embeeding Learning Hao Zhu Yang Yuan Guosheng Hu Xiang Wu N. Robertson CVBM 37 1 0 23 Nov 2020
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiang Wang Song Wang ViT 132 72 0 20 Oct 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 91 105 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 91 10 0 28 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 77 74 0 13 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 94 243 0 09 Aug 2020