Guosheng Lin

Guosheng Lin

Nanyang Technological University

H-index: 44

Asia-Singapore

About Guosheng Lin

Guosheng Lin, With an exceptional h-index of 44 and a recent h-index of 44 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Computer Vision, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

It3d: Improved text-to-3d generation with explicit view synthesis

LCReg: Long-tailed image classification with Latent Categories based Recognition

Toward Re-Identifying Any Animal

Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations

Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects

Magic-Boost: Boost 3D Generation with Mutli-View Conditioned Diffusion

CMFAN: Cross-Modal Feature Alignment Network for Few-Shot Single-View 3D Reconstruction

Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark

Guosheng Lin Information

University

Position

___

Citations(all)

14104

Citations(since 2020)

11635

Cited By

6447

hIndex(all)

44

hIndex(since 2020)

44

i10Index(all)

94

i10Index(since 2020)

91

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Guosheng Lin Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Guosheng Lin

Title

Journal

Author(s)

Publication Date

It3d: Improved text-to-3d generation with explicit view synthesis

Proceedings of the AAAI Conference on Artificial Intelligence

Yiwen Chen

Chi Zhang

Xiaofeng Yang

Zhongang Cai

Gang Yu

...

2024/3/24

LCReg: Long-tailed image classification with Latent Categories based Recognition

Pattern Recognition

Weide Liu

Zhonghua Wu

Yiming Wang

Henghui Ding

Fayao Liu

...

2024/1/1

Toward Re-Identifying Any Animal

Advances in Neural Information Processing Systems

Bingliang Jiao

Lingqiao Liu

Liying Gao

Ruiqi Wu

Guosheng Lin

...

2024/2/13

Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations

arXiv preprint arXiv:2403.13261

Kewei Wang

Yizheng Wu

Jun Cen

Zhiyu Pan

Xingyi Li

...

2024/3/20

Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects

arXiv preprint arXiv:2401.13203

Yunfan Zhang

Hong Huang

Zhiwei Xiong

Zhiqi Shen

Guosheng Lin

...

2024/1/24

Magic-Boost: Boost 3D Generation with Mutli-View Conditioned Diffusion

arXiv preprint arXiv:2404.06429

Fan Yang

Jianfeng Zhang

Yichun Shi

Bowen Chen

Chenxu Zhang

...

2024/4/9

CMFAN: Cross-Modal Feature Alignment Network for Few-Shot Single-View 3D Reconstruction

IEEE Transactions on Neural Networks and Learning Systems

Lvlong Lai

Jian Chen

Zehong Zhang

Guosheng Lin

Qingyao Wu

2024/4/9

Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark

International Journal of Computer Vision (IJCV)

Ke Xian

Zhiguo Cao

Chunhua Shen

Guosheng Lin

2024

Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior

arXiv preprint arXiv:2403.09140

Cheng Chen

Xiaofeng Yang

Fan Yang

Chengzeng Feng

Zhoujie Fu

...

2024/3/14

Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration

Proceedings of the AAAI Conference on Artificial Intelligence

Xiaofeng Yang

Fayao Liu

Yi Xu

Hanjing Su

Qingyao Wu

...

2024/3/24

S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes

arXiv preprint arXiv:2403.06205

Xingyi Li

Zhiguo Cao

Yizheng Wu

Kewei Wang

Ke Xian

...

2024/3/10

Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation

International Journal of Computer Vision

Zhonghua Wu

Yicheng Wu

Guosheng Lin

Jianfei Cai

2024/1/12

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix

Proceedings of the AAAI Conference on Artificial Intelligence

Kewei Wang

Yizheng Wu

Zhiyu Pan

Xingyi Li

Ke Xian

...

2024/3/24

Context-aware and Semantic-consistent Spatial Interactions for One-shot Object Detection without Fine-tuning

IEEE Transactions on Circuits and Systems for Video Technology

Hanqing Yang

Sijia Cai

Bing Deng

Jieping Ye

Guosheng Lin

...

2024/1/1

Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction

arXiv preprint arXiv:2402.19197

Kennard Yanting Chan

Fayao Liu

Guosheng Lin

Chuan Sheng Foo

Weisi Lin

2024/2/29

Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds

Ze Yang

Ruibo Li

Evan Ling

Chi Zhang

Yiming Wang

...

2023

Unsupervised 3d pose transfer with cross consistency and dual reconstruction

IEEE Transactions on Pattern Analysis and Machine Intelligence

Chaoyue Song

Jiacheng Wei

Ruibo Li

Fayao Liu

Guosheng Lin

2023/3/20

Neural Vector Fields: Implicit Representation by Explicit Learning

Xianghui Yang

Guosheng Lin

Zhenghao Chen

Luping Zhou

2023

Temporal Feature Matching and Propagation for Semantic Segmentation on 3D Point Cloud Sequences

IEEE Transactions on Circuits and Systems for Video Technology

Hanyu Shi

Ruibo Li

Fayao Liu

Guosheng Lin

2023/5/9

Weakly Supervised 3D Instance Segmentation without Instance-level Annotations

arXiv preprint arXiv:2308.01721

Shichao Dong

Guosheng Lin

2023/8/3

See List of Professors in Guosheng Lin University(Nanyang Technological University)

Co-Authors

H-index: 87
Weisi Lin

Weisi Lin

Nanyang Technological University

H-index: 68
Jianfei Cai

Jianfei Cai

Monash University

H-index: 68
Chunyan Miao

Chunyan Miao

Nanyang Technological University

H-index: 50
David Suter

David Suter

Edith Cowan University

H-index: 38
Qingyao Wu

Qingyao Wu

South China University of Technology

H-index: 17
Fengmao Lv

Fengmao Lv

Southwestern University of Finance and Economics

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