Search Results for author: Lan Chen

Found 10 papers, 6 papers with code

Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition

1 code implementation20 Jan 2024 Haoxiang Yang, Chengguo Yuan, Yabin Zhu, Lan Chen, Xiao Wang, Jin Tang

The mainstream human activity recognition (HAR) algorithms are developed based on RGB cameras, which are easily influenced by low-quality images (e. g., low illumination, motion blur).

Human Activity Recognition

MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance

no code implementations18 Dec 2023 Qi Mao, Lan Chen, YuChao Gu, Zhen Fang, Mike Zheng Shou

Recent diffusion-based image editing approaches have exhibited impressive editing capabilities in images with simple compositions.

Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models

1 code implementation30 Nov 2023 Dong Li, Jiandong Jin, Yuhao Zhang, Yanlin Zhong, Yaoyang Wu, Lan Chen, Xiao Wang, Bin Luo

Current methods typically employ backbone networks to individually extract the features of RGB frames and event streams, and subsequently fuse these features for pattern recognition.

Language Modelling Prompt Engineering

VcT: Visual change Transformer for Remote Sensing Image Change Detection

1 code implementation17 Oct 2023 Bo Jiang, Zitian Wang, Xixi Wang, Ziyan Zhang, Lan Chen, Xiao Wang, Bin Luo

Then, each pixel of feature map is regarded as a graph node and the graph neural network is proposed to model the structured information for coarse change map prediction.

Change Detection Representation Learning

Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification

1 code implementation23 Aug 2023 Chengguo Yuan, Yu Jin, Zongzhen Wu, Fanting Wei, Yangzirui Wang, Lan Chen, Xiao Wang

Additionally, a bottleneck Transformer is introduced to facilitate the fusion of the dual-stream information.

The Future of ChatGPT-enabled Labor Market: A Preliminary Study in China

no code implementations14 Apr 2023 Lan Chen, Xi Chen, Shiyu Wu, Yaqi Yang, Meng Chang, HengShu Zhu

To this end, in this paper, we introduce a preliminary data-driven study on the future of ChatGPT-enabled labor market from the view of Human-AI Symbiosis instead of Human-AI Confrontation.

Collaborative Filtering Language Modelling +1

IRNet: Iterative Refinement Network for Noisy Partial Label Learning

1 code implementation9 Nov 2022 Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, JianHua Tao

In this paper, we relax this assumption and focus on a more general problem, noisy PLL, where the ground-truth label may not exist in the candidate set.

Data Augmentation Partial Label Learning +1

Deep Learning-based Massive MIMO CSI Acquisition for 5G Evolution and 6G

no code implementations10 Jun 2022 Xin Wang, Xiaolin Hou, Lan Chen, Yoshihisa Kishiyama, Takahiro Asai

Considering its large impact on air-interface design, it will be a candidate technology for 6th generation (6G) networks, in which an air interface designed by artificial intelligence can be used.

GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation

1 code implementation4 Mar 2022 Zheng Lian, Lan Chen, Licai Sun, Bin Liu, JianHua Tao

To this end, we propose a novel framework for incomplete multimodal learning in conversations, called "Graph Complete Network (GCNet)", filling the gap of existing works.

Deep Deformation Detail Synthesis for Thin Shell Models

no code implementations23 Feb 2021 Lan Chen, Lin Gao, Jie Yang, Shibiao Xu, Juntao Ye, Xiaopeng Zhang, Yu-Kun Lai

Moreover, as such methods only add details, they require coarse meshes to be close to fine meshes, which can be either impossible, or require unrealistic constraints when generating fine meshes.

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