Fayao Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 74

Top Topics

Semantic Segmentation

Flow Estimation

Weakly Supervised

Top Venues

Pattern Recognit.

Publications

Xiaofeng Yang, Fayao Liu, Guosheng Lin
Neural Radiance Selector: Find the best 2D representations of 3D data for CLIP based 3D tasks. Knowl. Based Syst. 299 (2024)
Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Fayao Liu, Tzu-Yi Hung
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Xiaofeng Yang, Cheng Chen, Xulei Yang, Fayao Liu, Guosheng Lin
Text-to-Image Rectified Flow as Plug-and-Play Priors. CoRR (2024)
Yutong Gao, Congyan Lang, Fayao Liu, Yuanzhouhan Cao, Lijuan Sun, Yunchao Wei
Dynamic Interaction Dilation for Interactive Human Parsing. IEEE Trans. Multim. 26 (2024)
Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin
Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction. CoRR (2024)
Chaitanya K. Joshi, Fayao Liu, Xu Xun, Jie Lin, Chuan Sheng Foo
On Representation Knowledge Distillation for Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Yiting Li, Adam David Goodge, Fayao Liu, Chuan-Sheng Foo
PromptAD: Zero-shot Anomaly Detection using Text Prompts. WACV (2024)
Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo
Training neural networks with classification rules for incorporating domain knowledge. Knowl. Based Syst. 294 (2024)
Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin
LCReg: Long-tailed image classification with Latent Categories based Recognition. Pattern Recognit. 145 (2024)
Zhihao Wen, Yuan Fang, Pengcheng Wei, Fayao Liu, Zhenghua Chen, Min Wu
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction. CoRR (2024)
Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin
Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction. AAAI (2024)
Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie
Rethinking Few-shot 3D Point Cloud Semantic Segmentation. CoRR (2024)
Yi Zheng, Jiaqi Zhao, Yong Zhou, Fayao Liu, Rui Yao, Hancheng Zhu, Abdulmotaleb El-Saddik
Multi-level self attention for unsupervised learning person re-identification. Multim. Tools Appl. 83 (26) (2024)
Xiaofeng Yang, Fayao Liu, Yi Xu, Hanjing Su, Qingyao Wu, Guosheng Lin
Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration. AAAI (2024)
Xiaofeng Yang, Fayao Liu, Guosheng Lin
Neural Logic Vision Language Explainer. IEEE Trans. Multim. 26 (2024)
Zhoujie Fu, Jiacheng Wei, Wenhao Shen, Chaoyue Song, Xiaofeng Yang, Fayao Liu, Xulei Yang, Guosheng Lin
Sync4D: Video Guided Controllable Dynamics for Physics-Based 4D Generation. CoRR (2024)
Cheng Chen, Xiaofeng Yang, Fan Yang, Chengzeng Feng, Zhoujie Fu, Chuan-Sheng Foo, Guosheng Lin, Fayao Liu
Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior. CoRR (2024)
Chaoyue Song, Jiacheng Wei, Chuan-Sheng Foo, Guosheng Lin, Fayao Liu
REACTO: Reconstructing Articulated Objects from a Single Video. CoRR (2024)
Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin
MoDA: Modeling Deformable 3D Objects from Casual Videos. CoRR (2023)
Xiaofeng Yang, Fayao Liu, Guosheng Lin
Effective End-to-End Vision Language Pretraining With Semantic Visual Loss. IEEE Trans. Multim. 25 (2023)
Shichao Dong, Ruibo Li, Jiacheng Wei, Fayao Liu, Guosheng Lin
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision. ICCV (2023)
Xiaofeng Yang, Fengmao Lv, Fayao Liu, Guosheng Lin
Self-Training Vision Language BERTs With a Unified Conditional Model. IEEE Trans. Circuits Syst. Video Technol. 33 (8) (2023)
Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin
Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting. CoRR (2023)
Ziyi Chen, Yutong Gao, Congyan Lang, Lili Wei, Yidong Li, Hongzhe Liu, Fayao Liu
Integrating topology beyond descriptions for zero-shot learning. Pattern Recognit. 143 (2023)
Hanyu Shi, Ruibo Li, Fayao Liu, Guosheng Lin
Temporal Feature Matching and Propagation for Semantic Segmentation on 3D Point Cloud Sequences. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Jieming Lou, Weide Liu, Zhuo Chen, Fayao Liu, Jun Cheng
ELFNet: Evidential Local-global Fusion for Stereo Matching. ICCV (2023)
Haonan Luo, Guosheng Lin, Yazhou Yao, Fayao Liu, Zichuan Liu, Zhenmin Tang
Depth and Video Segmentation Based Visual Attention for Embodied Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition. CoRR (2023)
Shichao Dong, Fayao Liu, Guosheng Lin
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation. CoRR (2023)
Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin
Unsupervised 3D Pose Transfer With Cross Consistency and Dual Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Xiaofeng Yang, Fayao Liu, Guosheng Lin
Effective End-to-End Vision Language Pretraining with Semantic Visual Loss. CoRR (2023)
Jieming Lou, Weide Liu, Zhuo Chen, Fayao Liu, Jun Cheng
ELFNet: Evidential Local-global Fusion for Stereo Matching. CoRR (2023)
Xiaosheng He, Fan Yang, Fayao Liu, Guosheng Lin
Few-shot Image Generation via Style Adaptation and Content Preservation. CoRR (2023)
Hanyu Shi, Jiacheng Wei, Hao Wang, Fayao Liu, Guosheng Lin
Learning Spatial and Temporal Variations for 4D Point Cloud Segmentation. CoRR (2022)
Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin
Long-tailed Recognition by Learning from Latent Categories. CoRR (2022)
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu
CRCNet: Few-Shot Segmentation with Cross-Reference and Region-Global Conditional Networks. Int. J. Comput. Vis. 130 (12) (2022)
Fayao Liu, Guosheng Lin, Chuan-Sheng Foo, Chaitanya K. Joshi, Jie Lin
Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis. 3DV (2022)
Xiaofeng Yang, Fengmao Lv, Fayao Liu, Guosheng Lin
Self-Training Vision Language BERTs with a Unified Conditional Model. CoRR (2022)
Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang, Fayao Liu
Feature flow: In-network feature flow estimation for video object detection. Pattern Recognit. 122 (2022)
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks. CoRR (2022)
Hanyu Shi, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin
Weakly Supervised Segmentation on Outdoor 4D point clouds with Temporal Matching and Spatial Graph Propagation. CVPR (2022)
Shichao Dong, Ruibo Li, Jiacheng Wei, Fayao Liu, Guosheng Lin
RWSeg: Cross-graph Competing Random Walks for Weakly Supervised 3D Instance Segmentation. CoRR (2022)
Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin
Unsupervised 3D Pose Transfer with Cross Consistency and Dual Reconstruction. CoRR (2022)
Wanyue Zhang, Xun Xu, Fayao Liu, Le Zhang, Chuan-Sheng Foo
On Automatic Data Augmentation for 3D Point Cloud Classification. CoRR (2021)
Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Fayao Liu, Tzu-Yi Hung
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds. CoRR (2021)
Weide Liu, Zhonghua Wu, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin
Few-Shot Segmentation with Global and Local Contrastive Learning. CoRR (2021)
Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin
3D Pose Transfer with Correspondence Learning and Mesh Refinement. NeurIPS (2021)
Fayao Liu, Guosheng Lin, Chuan-Sheng Foo
Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds. CoRR (2021)
Chaitanya K. Joshi, Fayao Liu, Xu Xun, Jie Lin, Chuan-Sheng Foo
On Representation Knowledge Distillation for Graph Neural Networks. CoRR (2021)
Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding. CoRR (2021)
Wanyue Zhang, Xun Xu, Fayao Liu, Le Zhang, Chuan Sheng Foo
On Automatic Data Augmentation for 3D Point Cloud Classification. BMVC (2021)
Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen
HCRF-Flow: Scene Flow From Point Clouds With Continuous High-Order CRFs and Position-Aware Flow Embedding. CVPR (2021)
Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin
3D Pose Transfer with Correspondence Learning and Mesh Refinement. CoRR (2021)
Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang, Fayao Liu
Feature Flow: In-network Feature Flow Estimation for Video Object Detection. CoRR (2020)
Xiaofeng Yang, Guosheng Lin, Fengmao Lv, Fayao Liu
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering. ECCV (21) (2020)
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu
CRNet: Cross-Reference Networks for Few-Shot Segmentation. CVPR (2020)
Guosheng Lin, Fayao Liu, Anton Milan, Chunhua Shen, Ian D. Reid
RefineNet: Multi-Path Refinement Networks for Dense Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu
CRNet: Cross-Reference Networks for Few-Shot Segmentation. CoRR (2020)
Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning. CoRR (2019)
Feixiang He, Fayao Liu, Rui Yao, Guosheng Lin
Local fusion networks with chained residual pooling for video action recognition. Image Vis. Comput. 81 (2019)
Haonan Luo, Guosheng Lin, Zichuan Liu, Fayao Liu, Zhenmin Tang, Yazhou Yao
SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering. ICCV (2019)
Chi Zhang, Guosheng Lin, Fayao Liu, Jiushuang Guo, Qingyao Wu, Rui Yao
Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation. ICCV (2019)
Zichuan Liu, Guosheng Lin, Sheng Yang, Fayao Liu, Weisi Lin, Wang Ling Goh
Towards Robust Curve Text Detection With Conditional Spatial Expansion. CVPR (2019)
Zichuan Liu, Guosheng Lin, Sheng Yang, Fayao Liu, Weisi Lin, Wang Ling Goh
Towards Robust Curve Text Detection with Conditional Spatial Expansion. CoRR (2019)
Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen
CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning. CVPR (2019)
Fayao Liu, Guosheng Lin, Ruizhi Qiao, Chunhua Shen
Structured Learning of Tree Potentials in CRF for Image Segmentation. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Zichuan Liu, Guosheng Lin, Wang Ling Goh, Fayao Liu, Chunhua Shen, Xiaokang Yang
Correlation Propagation Networks for Scene Text Detection. CoRR (2018)
Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen
Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures. Int. J. Comput. Vis. 123 (2) (2017)
Fayao Liu, Guosheng Lin, Ruizhi Qiao, Chunhua Shen
Structured Learning of Tree Potentials in CRF for Image Segmentation. CoRR (2017)
Fayao Liu, Guosheng Lin, Chunhua Shen
Discriminative Training of Deep Fully Connected Continuous CRFs With Task-Specific Loss. IEEE Trans. Image Process. 26 (5) (2017)
Fayao Liu, Chunhua Shen, Ian Reid, Anton van den Hengel
Online unsupervised feature learning for visual tracking. Image Vis. Comput. 51 (2016)
Fayao Liu, Chunhua Shen, Guosheng Lin, Ian Reid
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields. IEEE Trans. Pattern Anal. Mach. Intell. 38 (10) (2016)
Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen
Structured Learning of Binary Codes with Column Generation. CoRR (2016)
Fayao Liu, Guosheng Lin, Chunhua Shen
Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss. CoRR (2016)
Michael Milford, Stephanie M. Lowry, Niko Sünderhauf, Sareh Shirazi, Edward Pepperell, Ben Upcroft, Chunhua Shen, Guosheng Lin, Fayao Liu, Cesar Cadena, Ian D. Reid
Sequence searching with deep-learnt depth for condition- and viewpoint-invariant route-based place recognition. CVPR Workshops (2015)
Fayao Liu, Chunhua Shen, Guosheng Lin
Deep convolutional neural fields for depth estimation from a single image. CVPR (2015)
Fayao Liu, Guosheng Lin, Chunhua Shen
CRF Learning with CNN Features for Image Segmentation. CoRR (2015)
Fayao Liu, Guosheng Lin, Chunhua Shen
CRF learning with CNN features for image segmentation. Pattern Recognit. 48 (10) (2015)
Fayao Liu, Chunhua Shen, Guosheng Lin, Ian Reid
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields. CoRR (2015)
Fayao Liu, Luping Zhou, Chunhua Shen, Jianping Yin
Multiple Kernel Learning in the Primal for Multimodal Alzheimer's Disease Classification. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Chunhua Shen, Fayao Liu
From Kernel Machines to Ensemble Learning. CoRR (2014)
Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel
Efficient Dual Approach to Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 25 (2) (2014)
Fayao Liu, Chunhua Shen, Guosheng Lin
Deep Convolutional Neural Fields for Depth Estimation from a Single Image. CoRR (2014)
Fayao Liu, Chunhua Shen, Ian Reid, Anton van den Hengel
Online Unsupervised Feature Learning for Visual Tracking. CoRR (2013)
Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel
An Efficient Dual Approach to Distance Metric Learning CoRR (2013)
Fayao Liu, Luping Zhou, Chunhua Shen, Jianping Yin
Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification. CoRR (2013)
Zhiheng Zhao, Jianping Yin, Yubin Zhan, Wei Xiong, Yong Li, Fayao Liu
PSAEC: An Improved Algorithm for Short Read Error Correction Using Partial Suffix Arrays. FAW-AAIM (2011)