Yi-Ting Chen

Affiliations:
  • National Yang Ming Chiao Tung University, Taiwan


According to our database1, Yi-Ting Chen authored at least 32 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
RiskBench: A Scenario-based Benchmark for Risk Identification.
CoRR, 2023

Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes.
CoRR, 2023

CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping.
CoRR, 2023

Content Estimation Through Tactile Interactions with Deformable Containers.
IROS, 2023

Ordered Atomic Activity for Fine-grained Interactive Traffic Scenario Understanding.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021
Driver-centric Risk Object Identification.
CoRR, 2021

Fusing Multi-Modality Information for 3D Road Obstacle Detection.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2021

Bird's Eye View Segmentation Using Lifted 2D Semantic Features.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Semi-supervised 3D Object Detection via Temporal Graph Neural Networks.
Proceedings of the International Conference on 3D Vision, 2021

2020
Boosting Standard Classification Architectures Through a Ranking Regularizer.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Uncertainty-aware Self-supervised 3D Data Association.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Unsupervised Domain Adaptation for Spatio-Temporal Action Localization.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems.
CoRR, 2019

In Defense of the Triplet Loss for Visual Recognition.
CoRR, 2019

Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems.
CoRR, 2019

The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes.
Proceedings of the International Conference on Robotics and Automation, 2019

Temporal Recurrent Networks for Online Action Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Grounding Human-To-Vehicle Advice for Self-Driving Vehicles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Semi-supervised Learning: Fusion of Self-supervised, Supervised Learning, and Multimodal Cues for Tactical Driver Behavior Detection.
CoRR, 2018

Two Stream Self-Supervised Learning for Action Recognition.
CoRR, 2018

Probabilistic Prediction from Planning Perspective: Problem Formulation, Representation Simplification and Evaluation Metric.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A 3D Dynamic Scene Analysis Framework for Development of Intelligent Transportation Systems.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Toward Reasoning of Driving Behavior.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Toward Driving Scene Understanding: A Dataset for Learning Driver Behavior and Causal Reasoning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Monocular localization in urban environments using road markings.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

2016
Learning to tell brake lights with convolutional features.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Extracting Image Regions by Structured Edge Prediction.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Multi-instance object segmentation with occlusion handling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Design of irregular screen sets that generate maximally smooth halftone patterns.
Proceedings of the Color Imaging XX: Displaying, 2015

2013
Segmentation for better rendering of mixed-content pages.
Proceedings of the Color Imaging XVIII: Displaying, 2013


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