Yi-Ting Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Object Identification

Causal Inference

Intelligent Transportation Systems

Top Venues

Intelligent Vehicles Symposium

Publications

Chi-Hsi Kung, Chieh-Chi Yang, Pang-Yuan Pao, Shu-Wei Lu, Pin-Lun Chen, Hsin-Cheng Lu, Yi-Ting Chen
RiskBench: A Scenario-based Benchmark for Risk Identification. ICRA (2024)
Srikanth Malla, Yi-Ting Chen
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping. CoRR (2023)
Chi-Hsi Kung, Chieh-Chi Yang, Pang-Yuan Pao, Shu-Wei Lu, Pin-Lun Chen, Hsin-Cheng Lu, Yi-Ting Chen
RiskBench: A Scenario-based Benchmark for Risk Identification. CoRR (2023)
Yu-En Liu, Chun-Yu Chai, Yi-Ting Chen, Shiao-Li Tsao
Content Estimation Through Tactile Interactions with Deformable Containers. IROS (2023)
Nakul Agarwal, Yi-Ting Chen
Ordered Atomic Activity for Fine-grained Interactive Traffic Scenario Understanding. ICCV (2023)
Chi-Hsi Kung, Shu-Wei Lu, Yi-Hsuan Tsai, Yi-Ting Chen
Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes. CoRR (2023)
Jianren Wang, Haiming Gang, Siddarth Ancha, Yi-Ting Chen, David Held
Semi-supervised 3D Object Detection via Temporal Graph Neural Networks. CoRR (2022)
Chengxi Li, Stanley H. Chan, Yi-Ting Chen
Driver-centric Risk Object Identification. CoRR (2021)
Isht Dwivedi, Srikanth Malla, Yi-Ting Chen, Behzad Dariush
Bird's Eye View Segmentation Using Lifted 2D Semantic Features. BMVC (2021)
Jianren Wang, Haiming Gang, Siddarth Ancha, Yi-Ting Chen, David Held
Semi-supervised 3D Object Detection via Temporal Graph Neural Networks. 3DV (2021)
Chengxi Li, Stanley H. Chan, Yi-Ting Chen
Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference. CoRR (2020)
Chengxi Li, Yue Meng, Stanley H. Chan, Yi-Ting Chen
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks. ICRA (2020)
Nakul Agarwal, Yi-Ting Chen, Behzad Dariush, Ming-Hsuan Yang
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization. CoRR (2020)
Nakul Agarwal, Yi-Ting Chen, Behzad Dariush, Ming-Hsuan Yang
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization. BMVC (2020)
Ahmed Taha, Yi-Ting Chen, Teruhisa Misu, Abhinav Shrivastava, Larry Davis
Boosting Standard Classification Architectures Through a Ranking Regularizer. WACV (2020)
Chengxi Li, Stanley H. Chan, Yi-Ting Chen
Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference. IROS (2020)
Jianren Wang, Siddharth Ancha, Yi-Ting Chen, David Held
Uncertainty-aware Self-supervised 3D Data Association. IROS (2020)
Jianren Wang, Siddharth Ancha, Yi-Ting Chen, David Held
Uncertainty-aware Self-supervised 3D Data Association. CoRR (2020)
Ahmed Taha, Yi-Ting Chen, Teruhisa Misu, Larry Davis
In Defense of the Triplet Loss for Visual Recognition. CoRR (2019)
Jinkyu Kim, Teruhisa Misu, Yi-Ting Chen, Ashish Tawari, John F. Canny
Grounding Human-to-Vehicle Advice for Self-driving Vehicles. CoRR (2019)
Ahmed Taha, Yi-Ting Chen, Teruhisa Misu, Abhinav Shrivastava, Larry Davis
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems. CoRR (2019)
Abhishek Patil, Srikanth Malla, Haiming Gang, Yi-Ting Chen
The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes. CoRR (2019)
Chengxi Li, Yue Meng, Stanley H. Chan, Yi-Ting Chen
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks. CoRR (2019)
Mingze Xu, Mingfei Gao, Yi-Ting Chen, Larry Davis, David J. Crandall
Temporal Recurrent Networks for Online Action Detection. ICCV (2019)
Jinkyu Kim, Teruhisa Misu, Yi-Ting Chen, Ashish Tawari, John F. Canny
Grounding Human-To-Vehicle Advice for Self-Driving Vehicles. CVPR (2019)
Abhishek Patil, Srikanth Malla, Haiming Gang, Yi-Ting Chen
The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes. ICRA (2019)
Ahmed Taha, Yi-Ting Chen, Xitong Yang, Teruhisa Misu, Larry Davis
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems. CoRR (2019)
Ahmed Taha, Moustafa Meshry, Xitong Yang, Yi-Ting Chen, Larry Davis
Two Stream Self-Supervised Learning for Action Recognition. CoRR (2018)
Vasili Ramanishka, Yi-Ting Chen, Teruhisa Misu, Kate Saenko
Toward Driving Scene Understanding: A Dataset for Learning Driver Behavior and Causal Reasoning. CVPR (2018)
Wei Zhan, Arnaud de La Fortelle, Yi-Ting Chen, Ching-Yao Chan, Masayoshi Tomizuka
Probabilistic Prediction from Planning Perspective: Problem Formulation, Representation Simplification and Evaluation Metric. Intelligent Vehicles Symposium (2018)
Chien-Yi Wang, Athma Narayanan, Abhishek Patil, Wei Zhan, Yi-Ting Chen
A 3D Dynamic Scene Analysis Framework for Development of Intelligent Transportation Systems. Intelligent Vehicles Symposium (2018)
Athma Narayanan, Yi-Ting Chen, Srikanth Malla
Semi-supervised Learning: Fusion of Self-supervised, Supervised Learning, and Multimodal Cues for Tactical Driver Behavior Detection. CoRR (2018)
Mingze Xu, Mingfei Gao, Yi-Ting Chen, Larry S. Davis, David J. Crandall
Temporal Recurrent Networks for Online Action Detection. CoRR (2018)
Teruhisa Misu, Yi-Ting Chen
Toward Reasoning of Driving Behavior. ITSC (2018)
Yan Lu, Jiawei Huang, Yi-Ting Chen, Bernd Heisele
Monocular localization in urban environments using road markings. Intelligent Vehicles Symposium (2017)
Guangyu Zhong, Yi-Hsuan Tsai, Yi-Ting Chen, Xue Mei, Danil V. Prokhorov, Michael James, Ming-Hsuan Yang
Learning to tell brake lights with convolutional features. ITSC (2016)
Yi-Ting Chen, Xiaokai Liu, Ming-Hsuan Yang
Multi-instance object segmentation with occlusion handling. CVPR (2015)
Altyngul Jumabayeva, Yi-Ting Chen, Tal Frank, Robert Ulichney, Jan P. Allebach
Design of irregular screen sets that generate maximally smooth halftone patterns. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2015)
Yi-Ting Chen, Jimei Yang, Ming-Hsuan Yang
Extracting Image Regions by Structured Edge Prediction. WACV (2015)
Yi-Ting Chen, Di-Yuan Tzeng, Terry Nelson, Mark Q. Shaw, Jan P. Allebach
Segmentation for better rendering of mixed-content pages. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2013)