Seesaw Loss for Long-Tailed Instance Segmentation

23 August 2020

Papers citing "Seesaw Loss for Long-Tailed Instance Segmentation"

50 / 62 papers shown

Title
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection Zhichao Sun Huazhang Hu Yidong Ma Gang Liu Nemo Chen Xu Tang Feng-Long Xie Yongchao Xu ObjD 75 0 0 24 Mar 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation Zhanzhong Pang Fadime Sener Shrinivas Ramasubramanian Angela Yao 78 1 0 24 Mar 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Li Pan Yupei Zhang Qiushi Yang Tan Li Zhen Chen 65 0 0 05 Feb 2025
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 353 0 0 15 Oct 2024
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 92 3 0 27 Nov 2023
CARAFE++: Unified Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 36 55 0 07 Dec 2020
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation Tao Wang Yu Li Bingyi Kang Junnan Li Jun Hao Liew Sheng Tang Guosheng Lin Jiashi Feng ISeg 62 180 0 23 Jul 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Tong Wu Qingqiu Huang Ziwei Liu Yu Wang Dahua Lin 43 228 0 19 Jul 2020
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Yu Li Tao Wang Bingyi Kang Sheng Tang Chunfeng Wang Jintao Li Jiashi Feng 103 264 0 18 Jun 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 78 1,471 0 19 Apr 2020
Feature Pyramid Grids Kai-xiang Chen Yuhang Cao Chen Change Loy Dahua Lin Christoph Feichtenhofer 36 51 0 07 Apr 2020
Learning to Segment the Tail Xinting Hu Yi Jiang Kaihua Tang Jingyuan Chen Chunyan Miao Hanwang Zhang VLM CLL 41 80 0 02 Apr 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 204 348 0 17 Mar 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 306 461 0 11 Mar 2020
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 38 672 0 10 Dec 2019
Side-Aware Boundary Localization for More Precise Object Detection Jiaqi Wang Wenwei Zhang Yuhang Cao Kai-xiang Chen Jiangmiao Pang Tao Gong Jianping Shi Chen Change Loy Dahua Lin ObjD 53 137 0 09 Dec 2019
Classification Calibration for Long-tail Instance Segmentation Tao Wang Yu Li Bingyi Kang Junnan Li Jun Hao Liew Sheng Tang Guosheng Lin Jiashi Feng ISeg 17 13 0 29 Oct 2019
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 157 1,203 0 21 Oct 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 37 207 0 21 Aug 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 88 1,352 0 08 Aug 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation Zhaowei Cai Nuno Vasconcelos ObjD 66 1,339 0 24 Jun 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 76 1,583 0 18 Jun 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 109 2,845 0 17 Jun 2019
NAS-FCOS: Fast Neural Architecture Search for Object Detection Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 46 192 0 11 Jun 2019
CARAFE: Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 68 562 0 06 May 2019
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection Golnaz Ghiasi Nayeon Lee Ruoming Pang Quoc V. Le ObjD 53 1,389 0 16 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 113 1,148 0 10 Apr 2019
FoveaBox: Beyond Anchor-based Object Detector Tao Kong F. Sun Huaping Liu Yuning Jiang Lei Li Jianbo Shi ObjD 62 209 0 08 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 97 4,969 0 02 Apr 2019
TensorMask: A Foundation for Dense Object Segmentation Xinlei Chen Ross B. Girshick Kaiming He Piotr Dollár ISeg 47 320 0 28 Mar 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 60 909 0 01 Mar 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 109 1,295 0 22 Jan 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 149 2,253 0 16 Jan 2019
Region Proposal by Guided Anchoring Jiaqi Wang Kai-xiang Chen Shuo Yang Chen Change Loy Dahua Lin ObjD 54 544 0 10 Jan 2019
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 77 1,998 0 27 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 91 1,081 0 21 Nov 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 54 3,598 0 03 Aug 2018
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 40 850 0 30 Jul 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 45 310 0 01 Jun 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 162 1,362 0 02 May 2018
Dynamic Few-Shot Visual Learning without Forgetting Spyros Gidaris N. Komodakis VLM 38 1,125 0 25 Apr 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 77 1,245 0 23 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 86 5,696 0 05 Mar 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 111 2,488 0 29 Jan 2018
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 109 318 0 20 Nov 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 92 2,993 0 07 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 147 15,535 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 413 21,951 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 421 10,281 0 16 Nov 2016