Focal Loss for Dense Object Detection

7 August 2017

Piotr Dollár

Papers citing "Focal Loss for Dense Object Detection"

50 / 510 papers shown

Title
Exploring Simple 3D Multi-Object Tracking for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille VOT 3DPC 30 81 0 23 Aug 2021
Exploring Classification Equilibrium in Long-Tailed Object Detection Chengjian Feng Yujie Zhong Weilin Huang 26 92 0 17 Aug 2021
Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation) Yunzhong Hou Liang Zheng ViT 59 51 0 12 Aug 2021
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality? Yuki Tatsunami Masato Taki 42 12 0 09 Aug 2021
Knowledge accumulating: The general pattern of learning Zhuoran Xu Hao Liu CLL 26 0 0 09 Aug 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 37 42 0 24 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 26 187 0 22 Jul 2021
DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers Keivan Nalaie Renjie Xu Rong Zheng VOT 27 9 0 22 Jul 2021
CycleMLP: A MLP-like Architecture for Dense Prediction Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo 33 231 0 21 Jul 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 55 3,991 0 18 Jul 2021
Feature Mining: A Novel Training Strategy for Convolutional Neural Network Tianshu Xie Xuan Cheng Xiaomin Wang Minghui Liu Jiali Deng Ming Liu 39 5 0 18 Jul 2021
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving Ibrahim Sobh Ahmed Hamed V. Kumar S. Yogamani AAML 45 20 0 15 Jul 2021
Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition Taimur Hassan S. Akçay Bennamoun Salman Khan Naoufel Werghi 26 33 0 15 Jul 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers Shuyang Sun Xiaoyu Yue S. Bai Philip Torr 50 27 0 13 Jul 2021
FasterPose: A Faster Simple Baseline for Human Pose Estimation Hanbin Dai Hailin Shi Wu Liu Linfang Wang Yinglu Liu Tao Mei 3DH 30 22 0 07 Jul 2021
Web-Scale Generic Object Detection at Microsoft Bing S. Chen Saurajit Mukherjee Unmesh Phadke Tingting Wang Junwon Park Ravi Theja Yada ObjD VLM 19 0 0 05 Jul 2021
Focal Self-attention for Local-Global Interactions in Vision Transformers Jianwei Yang Chunyuan Li Pengchuan Zhang Xiyang Dai Bin Xiao Lu Yuan Jianfeng Gao ViT 47 429 0 01 Jul 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 32 358 0 28 Jun 2021
Inverting and Understanding Object Detectors Ang Cao Justin Johnson ObjD 33 3 0 26 Jun 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your Needs Xingyuan Bu Junran Peng Junjie Yan Tieniu Tan Zhaoxiang Zhang ObjD VLM 31 53 0 21 Jun 2021
2D vs. 3D LiDAR-based Person Detection on Mobile Robots Dan Jia Alexander Hermans Bastian Leibe 3DPC 36 9 0 21 Jun 2021
Structured Sparse R-CNN for Direct Scene Graph Generation Yao Teng Limin Wang 3DPC GNN 26 53 0 21 Jun 2021
Prototypical Graph Contrastive Learning Shuai Lin Pan Zhou Zi-Yuan Hu Shuojia Wang Ruihui Zhao Yefeng Zheng Liang Lin Eric Xing Xiaodan Liang 29 86 0 17 Jun 2021
Attention-based Domain Adaptation for Single Stage Detectors Vidit Vidit Mathieu Salzmann ObjD 35 13 0 14 Jun 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation Haoang Chi Feng Liu Wenjing Yang L. Lan Tongliang Liu Bo Han William Cheung James T. Kwok 37 27 0 11 Jun 2021
Graph2Graph Learning with Conditional Autoregressive Models Guan Wang F. Lauze Aasa Feragen CML GNN AI4CE 36 2 0 06 Jun 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning Fangyun Wei Yue Gao Zhirong Wu Han Hu Stephen Lin ObjD 30 144 0 04 Jun 2021
End-to-End Information Extraction by Character-Level Embedding and Multi-Stage Attentional U-Net Tuan-Anh Dang Nguyen Dat Nguyen Thanh 13 16 0 02 Jun 2021
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network Hu Zhang Keke Zu Jian Lu Yuru Zou Deyu Meng SSeg 16 204 0 30 May 2021
ResT: An Efficient Transformer for Visual Recognition Qing-Long Zhang Yubin Yang ViT 32 229 0 28 May 2021
What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review André Victória Matias João Gustavo Atkinson Amorim Luiz Antonio Buschetto Macarini Allan Cerentini A. S. Onofre F. Onofre Felipe Perozzo Daltoé M. Stemmer A. V. Wangenheim 30 18 0 24 May 2021
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation Chae-Eun Lee Minyoung Chung Y. Shin DRL 43 9 0 17 May 2021
Rethinking of Radar's Role: A Camera-Radar Dataset and Systematic Annotator via Coordinate Alignment Yizhou Wang Gaoang Wang Hung-Min Hsu Hui Liu Lei Li 33 49 0 11 May 2021
Sample and Computation Redistribution for Efficient Face Detection Jia Guo Jiankang Deng Alexandros Lattas S. Zafeiriou CVBM 29 122 0 10 May 2021
Active Terahertz Imaging Dataset for Concealed Object Detection Dong Liang Fei Xue Ling Li 21 16 0 08 May 2021
Spatio-Temporal Matching for Siamese Visual Tracking Jinpu Zhang Yuehuang Wang 26 11 0 06 May 2021
Lite-FPN for Keypoint-based Monocular 3D Object Detection Lei Yang Jiahui Geng Li-e Wang Minghan Zhu Jun Li 3DPC 48 16 0 01 May 2021
Unsupervised data augmentation for object detection Yichen Zhang Zeyang Song Wenbo Li 18 2 0 30 Apr 2021
ELSD: Efficient Line Segment Detector and Descriptor Haotian Zhang Yicheng Luo Fangbo Qin Yijia He Xiao-Chang Liu 14 23 0 29 Apr 2021
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training Jianfei Chen Lianmin Zheng Z. Yao Dequan Wang Ion Stoica Michael W. Mahoney Joseph E. Gonzalez MQ 29 74 0 29 Apr 2021
Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy Zikai Zhang Bineng Zhong Shengping Zhang Zhenjun Tang Xin Liu Zhaoxiang Zhang VOT 24 33 0 25 Apr 2021
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Natalia Díaz Rodríguez Alberto Lamas Jules Sanchez Gianni Franchi Ivan Donadello Siham Tabik David Filliat P. Cruz Rosana Montes Francisco Herrera 54 77 0 24 Apr 2021
M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers Tianrui Guan Jun Wang Shiyi Lan Rohan Chandra Zuxuan Wu Larry S. Davis Tianyi Zhou ViT 3DPC 37 119 0 24 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 69 732 0 24 Apr 2021
Fully Convolutional Line Parsing Xili Dai Hai-gang Gong Shuai Wu Xiaojun Yuan Yi Ma CLIP VLM 35 44 0 22 Apr 2021
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations Kaidong Li M. I. Fathan Krushi Patel Tianxiao Zhang Cuncong Zhong A. Bansal A. Rastogi Jean S. Wang Guanghui Wang 117 95 0 22 Apr 2021
Balanced Knowledge Distillation for Long-tailed Learning Shaoyu Zhang Chen Chen Xiyuan Hu Silong Peng 51 57 0 21 Apr 2021
Do We Really Need Gold Samples for Sample Weighting Under Label Noise? Aritra Ghosh Andrew Lan NoLa 26 9 0 19 Apr 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu Liu Hengshuang Zhao Jiaya Jia 155 424 0 19 Apr 2021
Chinese Sentences Similarity via Cross-Attention Based Siamese Network Zhen Wang Xiangxie Zhang Yicong Tan 22 5 0 18 Apr 2021