Search Results for author: Chung-Yi Lin

Found 4 papers, 1 papers with code

Tracking-Assisted Object Detection with Event Cameras

no code implementations27 Mar 2024 Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston Hsu

However, feature asynchronism and sparsity cause invisible objects due to no relative motion to the camera, posing a significant challenge in the task.

Attribute Object +2

Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic

1 code implementation18 Aug 2021 Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu

Furthermore, we propose a new model for multivariate spatial-temporal prediction, mainly consisting of two extending graph attention networks (GAT).

Graph Attention

Differentially Quantized Gradient Methods

no code implementations6 Feb 2020 Chung-Yi Lin, Victoria Kostina, Babak Hassibi

We introduce the principle we call Differential Quantization (DQ) that prescribes compensating the past quantization errors to direct the descent trajectory of a quantized algorithm towards that of its unquantized counterpart.

Distributed Optimization Quantization

On the Minimax Misclassification Ratio of Hypergraph Community Detection

no code implementations3 Feb 2018 I Chien, Chung-Yi Lin, I-Hsiang Wang

The second step is a local refinement method which leverages the underlying probabilistic model along with parameter estimation from the outcome of the first step.

Clustering Community Detection +1

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