Liyang Liu

According to our database, Liyang Liu authored at least 40 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SegViT v2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers.

Bowen Zhang, Liyang Liu, Minh Hieu Phan, Zhi Tian, Chunhua Shen, Yifan Liu

Int. J. Comput. Vis., April, 2024

Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework.

Vu Minh Hieu Phan, Yutong Xie, Yuankai Qi, Lingqiao Liu, Liyang Liu, Bowen Zhang, Zhibin Liao, Qi Wu, Minh-Son To, Johan W. Verjans

CoRR, 2024

FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation.

Jianlong Yuan, Minh Hieu Phan, Liyang Liu, Yifan Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation.

Liyang Liu, Zihan Wang, Minh Hieu Phan, Bowen Zhang, Jinchao Ge, Yifan Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion.

Bowen Zhang, Qing Liu, Jianming Zhang, Yilin Wang, Liyang Liu, Zhe Lin, Yifan Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation.

Liyang Liu, Zihan Wang, Minh-Hieu Phan, Bowen Zhang, Yifan Liu

CoRR, 2023

SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers.

Bowen Zhang, Liyang Liu, Minh-Hieu Phan, Zhi Tian, Chunhua Shen, Yifan Liu

CoRR, 2023

2022

GenDet: Meta Learning to Generate Detectors From Few Shots.

Liyang Liu, Bochao Wang, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

IEEE Trans. Neural Networks Learn. Syst., 2022

Identification of the Spring Green-Up Date Derived from Satellite-Based Vegetation Index over a Heterogeneous Ecoregion.

Jianping Wu, Zhongbing Chang, Yongxian Su, Chaoqun Zhang, Xiong Wu, Chongyuan Bi, Liyang Liu, Xueqin Yang, Xueyan Li

Remote. Sens., 2022

Quantitative estimation for the impact of mining activities on vegetation phenology and identifying its controlling factors from Sentinel-2 time series.

Xiaofei Sun, Linguo Yuan, Meng Liu, Shuneng Liang, Dongfeng Li, Liyang Liu

Int. J. Appl. Earth Obs. Geoinformation, 2022

Partitioning of three phenology rhythms in American tropical and subtropical forests using remotely sensed solar-induced chlorophyll fluorescence and field litterfall observations.

Fanxi Gong, Xiuzhi Chen, Wenping Yuan, Yongxian Su, Xueqin Yang, Liyang Liu, Qingling Sun, Jianping Wu, Yuhang Dai, Jiali Shang

Int. J. Appl. Earth Obs. Geoinformation, 2022

Object-Aware Self-Supervised Multi-Label Learning.

Kaixin Xu, Liyang Liu, Ziyuan Zhao, Zeng Zeng, Bharadwaj Veeravalli

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception.

Mehala Balamurali, Andrew John Hill, Javier Martinez, Rami N. Khushaba, Liyang Liu, Najmeh Kamyabpour, Ehsan Mihankhah

Proceedings of the 17th International Conference on Control, 2022

Group R-CNN for Weakly Semi-supervised Object Detection with Points.

Shilong Zhang, Zhuoran Yu, Liyang Liu, Xinjiang Wang, Aojun Zhou, Kai Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators.

Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

Towards Observable Urban Visual SLAM

Liyang Liu

PhD thesis, 2021

IncDet: In Defense of Elastic Weight Consolidation for Incremental Object Detection.

Liyang Liu, Zhanghui Kuang, Yimin Chen, Jing-Hao Xue, Wenming Yang, Wayne Zhang

IEEE Trans. Neural Networks Learn. Syst., 2021

The Novel Microwave Temperature Vegetation Drought Index (MTVDI) Captures Canopy Seasonality across Amazonian Tropical Evergreen Forests.

Liyang Liu, Xueqin Yang, Fanxi Gong, Yongxian Su, Guangqing Huang, Xiuzhi Chen

Remote. Sens., 2021

Faithful Euclidean Distance Field From Log-Gaussian Process Implicit Surfaces.

Lan Wu, Ki Myung Brian Lee, Liyang Liu, Teresa A. Vidal-Calleja

IEEE Robotics Autom. Lett., 2021

Active and Interactive Mapping With Dynamic Gaussian Process Implicit Surfaces for Mobile Manipulators.

Liyang Liu, Simon Fryc, Lan Wu, Thanh Long Vu, Gavin Paul, Teresa A. Vidal-Calleja

IEEE Robotics Autom. Lett., 2021

Pseudo-mask Matters inWeakly-supervised Semantic Segmentation.

Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang

CoRR, 2021

Diverse Message Passing for Attribute with Heterophily.

Liang Yang, Mengzhe Li, Liyang Liu, Bingxin Niu, Chuan Wang, Xiaochun Cao, Yuanfang Guo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Seasonal Variability of GPP and Phenology in Remote Sensed Observations and Land Surface Models.

Jan De Pue, Sebastian Wieneke, José Miguel Barrios, Liyang Liu, Maral Maleki, Philippe Ciais, Alirio Arboleda, Rafiq Hamdi, Ana Bastos, Ivan A. Janssens, Fabienne Maignan, Françoise Gellens-Meulenberghs, Manuela Balzarolo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Group Fisher Pruning for Practical Network Compression.

Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

Towards Impartial Multi-task Learning.

Liyang Liu, Yi Li, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

Proceedings of the 9th International Conference on Learning Representations, 2021

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation.

Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Skeleton-Based Conditionally Independent Gaussian Process Implicit Surfaces for Fusion in Sparse to Dense 3D Reconstruction.

Lan Wu, Raphael Falque, Victor Perez-Puchalt, Liyang Liu, Nico Pietroni, Teresa A. Vidal-Calleja

IEEE Robotics Autom. Lett., 2020

Active and Interactive Mapping with Dynamic Gaussian ProcessImplicit Surfaces for Mobile Manipulators.

Liyang Liu, Simon Fryc, Lan Wu, Thanh Vu, Gavin Paul, Teresa A. Vidal-Calleja

CoRR, 2020

2019

Estimating Rainfall Interception of Vegetation Canopy from MODIS Imageries in Southern China.

Jianping Wu, Liyang Liu, Caihong Sun, Yongxian Su, Changjian Wang, Ji Yang, Jiayuan Liao, Xiaolei He, Qian Li, Chaoqun Zhang, Hongou Zhang

Remote. Sens., 2019

Robust Global Structure From Motion Pipeline With Parallax on Manifold Bundle Adjustment and Initialization.

Liyang Liu, Teng Zhang, Brenton Leighton, Liang Zhao, Shoudong Huang, Gamini Dissanayake

IEEE Robotics Autom. Lett., 2019

Analysis and improvement of neighborhood topology of particle swarm optimization.

Liyang Liu, Junji Wu, Shaoliang Meng

J. Comput. Methods Sci. Eng., 2019

2018

Distributed-microphones based in-vehicle speech enhancement via sparse and low-rank spectrogram decomposition.

Xuliang Li, Miao Fan, Liyang Liu, Weifeng Li

Speech Commun., 2018

Parallax Bundle Adjustment on Manifold with Convexified Initialization.

Liyang Liu, Teng Zhang, Yi Liu, Brenton Leighton, Liang Zhao, Shoudong Huang, Gamini Dissanayake

CoRR, 2018

Parallax Bundle Adjustment on Manifold with Improved Global Initialization.

Liyang Liu, Teng Zhang, Yi Liu, Brenton Leighton, Liang Zhao, Shoudong Huang, Gamini Dissanayake

Proceedings of the Algorithmic Foundations of Robotics XIII, 2018

2017

Digitizing the thermal and hydrological parameters of land surface in subtropical China using AMSR-E brightness temperatures.

Yong-xian Su, Xiuzhi Chen, Hua Su, Liyang Liu, Jishan Liao

Int. J. Digit. Earth, 2017

2016

A novel approach to steel rivet detection in poorly illuminated steel structural environments.

Gavin Paul, Liyang Liu, Dikai Liu

Proceedings of the 14th International Conference on Control, 2016

2015

Energy-efficient node selection and power control in cooperative spectrum sensing.

Linlin Zhang, Liyang Liu, Zhaowei Qu, Sixing Yin

Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

2014

Speech enhancement via low-rank matrix decomposition and image based masking.

Liyang Liu, Zhaogui Ding, Weifeng Li, Longbiao Wang, Qingmin Liao

Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

Smart hoist: An assistive robot to aid carers.

Ravindra Ranasinghe, Lakshitha Dantanarayana, Antony Tran, Stefan Lie, Michael Behrens, Liyang Liu

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2011

Experimental Research on DFA-Based MLML IDS Security Evaluation.

Hongbin Wang, Zhiyi Fang, Simon Fong, Yain-Whar Si, Liyang Liu

Proceedings of the Eighth International Conference on Information Technology: New Generations, 2011