Instance-aware Semantic Segmentation via Multi-task Network Cascades

14 December 2015

Papers citing "Instance-aware Semantic Segmentation via Multi-task Network Cascades"

50 / 185 papers shown

Title
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 88 1 0 29 Nov 2024
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance Shouchang Guo Sonam Damani Keng-hao Chang 37 0 0 09 Jul 2024
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving Ganesh Sistu S. Yogamani 39 0 0 20 Apr 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions Lars Ullrich Alex McMaster Knut Graichen 40 3 0 12 Apr 2024
P2Seg: Pointly-supervised Segmentation via Mutual Distillation Zipeng Wang Xuehui Yu Xumeng Han Wenwen Yu Zhixun Huang Jianbin Jiao Zhenjun Han 31 0 0 18 Jan 2024
Mask Grounding for Referring Image Segmentation Yong Xien Chng Henry Zheng Yizeng Han Xuchong Qiu Gao Huang ISeg ObjD 37 15 0 19 Dec 2023
Camera Based mmWave Beam Prediction: Towards Multi-Candidate Real-World Scenarios Gouranga Charan Muhammad Alrabeiah Tawfik Osman Ahmed Alkhateeb 21 12 0 14 Aug 2023
Multi-Task Learning Improves Performance In Deep Argument Mining Models Amirhossein Farzam Shashank Shekhar Isaac Mehlhaff Marco Morucci 23 1 0 03 Jul 2023
Recurrent Generic Contour-based Instance Segmentation with Progressive Learning Hao Feng Keyi Zhou Wen-gang Zhou Yufei Yin Jiajun Deng Qi Sun Houqiang Li SSeg ISeg 45 12 0 21 Jan 2023
DINF: Dynamic Instance Noise Filter for Occluded Pedestrian Detection Li Xiang Miao He Haibo Luo Jiajie Xiao 40 0 0 13 Jan 2023
Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning Yingchun Wang Song Guo Jingcai Guo Weizhan Zhang Yi Tian Xu Jiewei Zhang Yi Liu 21 17 0 07 Dec 2022
Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information Binoy Saha Sukhendu Das 27 0 0 27 Nov 2022
Composite Learning for Robust and Effective Dense Predictions Menelaos Kanakis Thomas E. Huang David Brüggemann Feng Yu Luc Van Gool SSL 39 3 0 13 Oct 2022
Learning Equivariant Segmentation with Instance-Unique Querying Wenguan Wang James Liang Dongfang Liu ISeg 43 48 0 03 Oct 2022
Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization Xizhe Xue Dongdong Yu Lingqiao Liu Yu Liu Satoshi Tsutsui Ying Li Zehuan Yuan Ping Song Mike Zheng Shou ISeg 27 4 0 18 Aug 2022
Occlusion-Aware Instance Segmentation via BiLayer Network Architectures Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 27 11 0 08 Aug 2022
Instance Shadow Detection with A Single-Stage Detector Tianyu Wang Xiaowei Hu Pheng-Ann Heng Chi-Wing Fu 19 27 0 11 Jul 2022
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision Manuel Traub S. Otte Tobias Menge Matthias Karlbauer Jannik Thummel Martin Volker Butz 34 20 0 26 May 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 27 0 0 20 May 2022
Improving Few-Shot Part Segmentation using Coarse Supervision Oindrila Saha Zezhou Cheng Subhransu Maji 28 12 0 11 Apr 2022
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors Hyungtae Lee H. Kwon FedML 27 18 0 06 Apr 2022
Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li Xialei Liu Hakan Bilen SSL OOD 28 27 0 06 Apr 2022
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-out Minghan Li Lei Zhang CLIP VLM 39 1 0 12 Mar 2022
Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data V. Starostin Valentin Munteanu Alessandro Greco Ekaterina Kneschaurek Alina Pleli F. Bertram A. Gerlach A. Hinderhofer F. Schreiber 19 14 0 22 Feb 2022
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 24 2 0 12 Dec 2021
BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning Zhirui Dai Yue-Ren Jiang Yi Li Bo Liu Antoni B. Chan Nuno Vasconcelos 25 9 0 10 Oct 2021
SLAW: Scaled Loss Approximate Weighting for Efficient Multi-Task Learning M. Crawshaw Jana Kosecka 26 7 0 16 Sep 2021
DAFNe: A One-Stage Anchor-Free Approach for Oriented Object Detection Steven Lang Fabrizio G. Ventola Kristian Kersting 34 14 0 13 Sep 2021
Airplane Detection Based on Mask Region Convolution Neural Network W. Alshaibani M. Helvaci Ibraheem Shayea H. Mohamad 31 4 0 29 Aug 2021
Silhouette based View embeddings for Gait Recognition under Multiple Views Tianrui Chai Xinyu Mei Annan Li Yunhong Wang CVBM 27 25 0 12 Aug 2021
Open-World Entity Segmentation Lu Qi Jason Kuen Yi Wang Jiuxiang Gu Hengshuang Zhao Zhe-nan Lin Philip Torr Jiaya Jia OCL SSeg VLM 40 80 0 29 Jul 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 32 357 0 28 Jun 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 27 40 0 28 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 27 45 0 17 Jun 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 33 94 0 08 Jun 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 33 73 0 07 May 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 36 103 0 13 Apr 2021
Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation Minghan Li Shuai Li Lida Li Lei Zhang VOS 24 52 0 06 Apr 2021
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Bowen Cheng Ross B. Girshick Piotr Dollár Alexander C. Berg A. Kirillov 50 281 0 30 Mar 2021
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 30 165 0 23 Mar 2021
Design and Development of Autonomous Delivery Robot Aniket Gujarathi Akshay Ravindra Kulkarni Unmesh Patil Y. Phalak Rajeshree Deotalu Aman Jain Navid Panchi A. Dhabale Shital S. Chiddarwar 33 4 0 16 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 24 172 0 16 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 44 108 0 07 Mar 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 980 0 27 Jan 2021
Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer Liang Lin Yiming Gao Ke Gong Meng Wang Xiaodan Liang 24 13 0 26 Jan 2021
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction John Phillips Julieta Martinez Ioan Andrei Bârsan Sergio Casas Abbas Sadat R. Urtasun 35 36 0 17 Jan 2021
SCNet: Training Inference Sample Consistency for Instance Segmentation Thang Vu Haeyong Kang Chang D. Yoo ISeg 60 90 0 18 Dec 2020
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 969 0 13 Dec 2020
The Devil is in the Boundary: Exploiting Boundary Representation for Basis-based Instance Segmentation Myungchul Kim Sanghyun Woo Dahun Kim In So Kweon ISeg 19 20 0 26 Nov 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 48 609 0 10 Sep 2020