Focal Loss for Dense Object Detection

7 August 2017

Piotr Dollár

Papers citing "Focal Loss for Dense Object Detection"

50 / 499 papers shown

Title
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation Huiyu Li Xiabi Liu Said Boumaraf Xiaopeng Gong Donghai Liao Xiaohong Ma 3DV MedIm 84 9 0 17 Jan 2025
Few-Shot Object Detection: Research Advances and Challenges Zhimeng Xin Shiming Chen Tianxu Wu Yuanjie Shao Weiping Ding Xinge You ObjD 42 24 0 07 Apr 2024
BLSTM-Based Confidence Estimation for End-to-End Speech Recognition A. Ogawa Naohiro Tawara Takatomo Kano Marc Delcroix 46 4 0 22 Dec 2023
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances Xiangrong Zhang Tianyang Zhang Guanchun Wang Peng Zhu Xu Tang Xiuping Jia Licheng Jiao ObjD 54 46 0 13 Sep 2023
Temporal Collection and Distribution for Referring Video Object Segmentation Jiajin Tang Ge Zheng Sibei Yang VOS 36 15 0 07 Sep 2023
Multi-label affordance mapping from egocentric vision Lorenzo Mur-Labadia Jose J. Guerrero Ruben Martinez-Cantin EgoV 38 14 0 05 Sep 2023
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples Guanghui Li Mingqi Gao Heng Liu Xiantong Zhen Feng Zheng VOS 34 3 0 05 Sep 2023
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery Rebecca Salganik Fernando Diaz G. Farnadi 26 4 0 28 Aug 2023
Dual Compensation Residual Networks for Class Imbalanced Learning Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 30 5 0 25 Aug 2023
Delving into Motion-Aware Matching for Monocular 3D Object Tracking Kuangyu Huang Ming-Hsuan Yang Yi-Hsuan Tsai 31 10 0 22 Aug 2023
EndoNet: model for automatic calculation of H-score on histological slides E. Ushakov A. Naumov Vladislav Fomberg P. Vishnyakova A. Asaturova A. Badlaeva A. Tregubova E. Karpulevich G. Sukhikh T. Fatkhudinov 16 1 0 22 Aug 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention Liang Shang Yanli Liu Zhengyang Lou Shuxue Quan N. Adluru Bochen Guan W. Sethares 39 2 0 10 Aug 2023
NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search Edouard Yvinec Arnaud Dapogny Kévin Bailly MQ 24 6 0 10 Aug 2023
LATR: 3D Lane Detection from Monocular Images with Transformer Yueru Luo Chaoda Zheng Xu Yan Tang Kun Chao Zheng Shuguang Cui Zhen Li ViT 36 33 0 08 Aug 2023
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning Xindi Wang Yufei Wang Can Xu Xiubo Geng Bowen Zhang Chongyang Tao Frank Rudzicz Robert E. Mercer Daxin Jiang 33 11 0 28 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang Fahad Shahbaz Khan VLM 40 119 0 25 Jul 2023
Rethinking Data Distillation: Do Not Overlook Calibration Dongyao Zhu Bowen Lei Jie M. Zhang Yanbo Fang Ruqi Zhang Yiqun Xie Dongkuan Xu DD FedML 25 15 0 24 Jul 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 37 0 0 21 Jul 2023
Box-DETR: Understanding and Boxing Conditional Spatial Queries Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao ViT 33 2 0 17 Jul 2023
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation Mennatullah Siam R. Karim Henghui Zhao Richard P. Wildes VOS 38 2 0 15 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation N. Thuan Nguyen Thi Oanh N. T. Thuy Stuart W. Perry D. V. Sang ViT MedIm 44 5 0 12 Jul 2023
Set Learning for Accurate and Calibrated Models Lukas Muttenthaler Robert A. Vandermeulen Qiuyi Zhang Thomas Unterthiner Klaus-Robert Muller 36 2 0 05 Jul 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 25 16 0 03 Jul 2023
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection Hao Ouyang 42 4 0 15 Jun 2023
Motion Perceiver: Real-Time Occupancy Forecasting for Embedded Systems Bryce Ferenczi Michael G. Burke Tom Drummond 27 4 0 15 Jun 2023
Understanding the Effect of the Long Tail on Neural Network Compression Harvey Dam Vinu Joseph Aditya Bhaskara G. Gopalakrishna Saurav Muralidharan M. Garland 44 2 0 09 Jun 2023
G-CAME: Gaussian-Class Activation Mapping Explainer for Object Detectors Quoc Khanh Nguyen Hung Truong Thanh Nguyen Truong Thanh Hung Nguyen Van Binh Truong Quoc Hung Cao 32 4 0 06 Jun 2023
Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan Huaibo Huang Xiaoqiang Zhou Ran He ViT 57 28 0 01 Jun 2023
Cross-Domain Car Detection Model with Integrated Convolutional Block Attention Mechanism Haoxuan Xu Songning Lai Xianyang Li Y. Yang ViT 23 15 0 31 May 2023
APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD Xuhai Chen Yue Han Jiangning Zhang 23 81 0 27 May 2023
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment Mengke Li Yiu-ming Cheung Yang Lu 30 90 0 19 May 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 32 16 0 16 May 2023
GeNAS: Neural Architecture Search with Better Generalization Joonhyun Jeong Joonsang Yu Geondo Park Dongyoon Han Y. Yoo 30 4 0 15 May 2023
Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation Rongzhi Zhang Jiaming Shen Tianqi Liu Jia-Ling Liu Michael Bendersky Marc Najork Chao Zhang 48 18 0 08 May 2023
FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation M. K. Dhar Taiyu Zhang Yash J. Patel Sandeep Gopalakrishnan Zeyun Yu MedIm FedML 25 21 0 04 May 2023
TransCAR: Transformer-based Camera-And-Radar Fusion for 3D Object Detection Su Pang Daniel Morris H. Radha ViT 32 15 0 30 Apr 2023
Intra-Batch Supervision for Panoptic Segmentation on High-Resolution Images Daan de Geus Gijs Dubbelman SSeg 26 6 0 17 Apr 2023
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 36 8 0 11 Apr 2023
Asymmetric Polynomial Loss For Multi-Label Classification Yusheng Huang Jiexing Qi Xinbing Wang Zhouhan Lin 42 7 0 10 Apr 2023
Head-tail Loss: A simple function for Oriented Object Detection and Anchor-free models Pau Gallés Xi Chen 20 0 0 10 Apr 2023
Deep Active Alignment of Knowledge Graph Entities and Schemata Jiacheng Huang Zequn Sun Qijin Chen Xiaozhou Xu Weijun Ren Wei Hu 32 11 0 10 Apr 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors Shaoyu Chen Tianheng Cheng Jiemin Fang Qian Zhang Yuan Li Wenyu Liu Xinggang Wang ObjD 24 5 0 07 Apr 2023
Mask Detection and Classification in Thermal Face Images N. Kowalczyk J. Rumiński 3DH CVBM 17 9 0 06 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 110 6,867 0 05 Apr 2023
LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation Haitao Yang Zaiwei Zhang Xiangru Huang Min Bai Chen Song Bo Sun Li Erran Li Qi-Xing Huang 3DPC 28 1 0 04 Apr 2023
MuRAL: Multi-Scale Region-based Active Learning for Object Detection Yi-Syuan Liou Tsung-Han Wu Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 19 0 0 29 Mar 2023
Deep Selection: A Fully Supervised Camera Selection Network for Surgery Recordings Ryo Hachiuma Tomohiro Shimizu Hideo Saito Hiroki Kajita Yoshifumi Takatsume MedIm 25 7 0 28 Mar 2023
A novel Multi to Single Module for small object detection Xiaohui Guo ObjD 30 5 0 27 Mar 2023
Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection Hwanjun Song Jihwan Bang VLM ObjD 29 14 0 25 Mar 2023
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection Anurag Ghosh Dinesh Reddy Narapureddy Christoph Mertz S. Narasimhan 28 4 0 25 Mar 2023