The Vision and Learning Laboratory (VLLab), formerly named Computer Vision Laboratory (CVLab), was founded in the Research Center for Information Technology Innovation, Academia Sinica in January 2011, under the supervision of Dr. Yen-Yu Lin. Since August 2019, this laboratory was relocated to the Department of Computer Science, National Chiao Tung University. We dedicate ourselves to the development of cutting-edge technologies for computer vision, machine learning, pattern recognition, deep learning, and artificial intelligence.
Congratulations! Our student won the TAAI Best M.S. Thesis Award:
Jia-Hao Wu's paper "ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation" won the Best M.S. Thesis Award at the 2024 Technologies and Applications of Artificial Intelligence (TAAI), November 2024
Congratulations! Our paper was accepted by WACV:
Jui-Che Chiang, Hou-Ning Hu, Bo-Syuan Hou, Chia-Yu Tseng, Yu-Lun Liu, Min-Hung Chen, and Yen-Yu Lin "ORFormer: Occlusion-Robust Transformer for Accurate Facial Landmark Detection" IEEE Winter Conference on Applications of Computer Vision(WACV), February 2025
Congratulations! Our paper was accepted by WACV:
Kuan-Hung Liu, Cheng-Kun Yang, Min-Hung Chen, Yu-Lun Liu, and Yen-Yu Lin "CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models" IEEE Winter Conference on Applications of Computer Vision(WACV), February 2025
Congratulations! Our paper was accepted by TMM:
Shih-Fang Chen, Jun-Cheng Chen, I-Hong Jhuo, and Yen-Yu Lin, "Improving Visual Object Tracking through Visual Prompting"
to appear in IEEE Transactions on Multimedia (TMM)
Congratulations! Our paper was accepted by TMM:
Jingcheng Ke, Dele Wang, Jun-Cheng Chen, I-Hong Jhuo, Chia-Wen Lin, and Yen-Yu Lin, "Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression" to appear in IEEE Transactions on Multimedia (TMM)
Congratulations! Our Student awarded an Honorable Mention at IPPR M.S. Thesis Award:
Jia-Hao Wu's paper "ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation" awarded an Honorable Mention in 2024 Chinese Image Processing and Pattern Recognition Society(IPPR) M.S. Thesis Award, August 2024
Congratulations! Our paper was accepted by ECCV:
Jin-Ting He∗, Fu-Jen Tsai∗, Jia-Hao Wu, Yan-Tsung Peng, Chung-Chi
Tsai, Chia-Wen Lin, and Yen-Yu Lin, "Domain-adaptive Video Deblurring via Test-time Blurring" European Conference on Computer Vision (ECCV), September 2024
Congratulations! Our paper was accepted by TMM:
Ardian Umam, Cheng-Kun Yang, Jen-Hui Chuang, and Yen-Yu Lin, "Unsupervised Point Cloud Co-part Segmentation via Co-attended Superpoint Generation and Aggregation" to appear in IEEE Transactions on Multimedia (TMM)
Congratulations! Our paper was accepted by CVPR:
Ardian Umam, Cheng-Kun Yang, Min-Hung Chen, Jen-Hui Chuang, and Yen-Yu Lin, "PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation" IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2024
Congratulations! Our paper was accepted by CVPR:
Jia-Hao Wu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, and Yen-Yu Lin, "ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation" IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2024
Congratulations! Our paper was accepted by CVPR:
Ji-Jia Wu, Andy Chia-Hao Chang, Chieh-Yu Chuang, Chun-Pei Chen, Yu-Lun Liu, Min-Hung Chen, Hou-Ning Hu, Yung-Yu Chuang, and Yen-Yu Lin, "Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation" IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2024
| 2023/11/17 | Congratulations! Our Student awarded an Honorable Mention at TAAI Ph.D. Thesis Award Cheng-Kun Yang's paper "Applying cross-attention mechanism for weakly supervised point cloud segmentation" awarded an Honorable Mention in 2023 Technologies and Applications of Artificial Intelligence (TAAI) Ph.D. Thesis Award, December 2023. |
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| 2023/9/25 | Congratulations! Our paper was accepted by NeurIPS Cheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin, Ming-Hsuan Yang, and Yi-Hsuan Tsai, "Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection" Conference on Neural Information Processing Systems(NeurIPS), December 2023. |
| 2023/9/8 | Congratulations! Our Student receives a Presidential Award for Graduate Students Cheng-Kun Yang has been selected to receive the 2023 Presidential Award for Graduate Students, National Taiwan University, September 2023. |
| 2023/8/8 | Congratulations! Our Student awarded a Merit Award at IPPR M.S. Thesis Award Sy-Kai Chen's paper "Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction" awarded a Merit Award in 2023 Chinese Image Processing and Pattern Recognition Society(IPPR) M.S. Thesis Award, August 2023. |
| 2023/8/8 | Congratulations! Our Student awarded an Honorable Mention at IPPR Ph.D. Thesis Award Cheng-Kun Yang's paper "Applying Cross-attention Mechanism for Weakly Supervised Point Cloud Segmentation" awarded an Honorable Mention in 2023 Chinese Image Processing and Pattern Recognition Society(IPPR) Ph.D. Thesis Award, August 2023. |
| 2023/7/14 | Congratulations! Our paper was accepted by ICCV Sy-Kai Chen, Hung-Lin Yen, Yu-Lun Liu, Min-Hung Chen, Hou-Ning Hu, Wen-Hsiao Peng, and Yen-Yu Lin, "Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction" International Conference on Computer Vision (ICCV), October 2023. |
| 2023/7/14 | Congratulations! Our paper was accepted by ICCV Cheng-Kun Yang, Min-Hung Chen, Yung-Yu Chuang, and Yen-Yu Lin, "2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision" International Conference on Computer Vision (ICCV), October 2023. |
| 2023/6/22 | Congratulations! Two project proposals from our lab have been selected to receive the NSTC Research Grant for University Students of 2023 Chun-Pei Chen's project proposal titled "CLIP-Based Zero- Shot Semantic Segmentation" supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the NSTC Research Grant for University Students of 2023. Pei-Chen Ho's project proposal titled "Reference-guided Inpainting using NeRF" supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the NSTC Research Grant for University Students of 2023. |
| 2023/3/22 | Congratulations! Dr. Yen-Yu Lin receives K. T. Li Breakthrough Award
Dr. Yen-Yu Lin, our laboratory director, has been selected to receive the 2022 K. T. Li Breakthrough Award, March 2023. |
| 2022/11/10 | Congratulations! Our Student awarded an Honorable Mention at TAAI M.S. Thesis Award
Yu-Lin Lu's paper "AQT: Adversarial Query Transformers for Domain Adaptive Object Detection" awarded an Honorable Mention in 2022 Technologies and Applications of Artificial Intelligence (TAAI) M.S. Thesis Award, November 2022. |
| 2022/09/30 | Congratulations! Two papers were accepted by BMVC
Po-Sheng Liu*, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Yen-Yu Lin, and Chia-Wen Lin, "Meta Transferring for Deblurring" The British Machine Vision Conference (BMVC), November 2022. Cheng-Ju Ho*, Chen-Hsuan Tai, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang, "Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection" The British Machine Vision Conference (BMVC), November 2022. |
| 2022/08/08 | Congratulations! Our Student awarded an Honorable Mention at IPPR M.S. Thesis Award
Yu-Lin Lu's paper "AQT: Adversarial Query Transformers for Domain Adaptive Object Detection" awarded an Honorable Mention in 2022 Chinese Image Processing and Pattern Recognition Society(IPPR) M.S. Thesis Award, August 2022. |
| 2022/08/08 | Congratulations! Our Student awarded an Merit Award at IPPR M.S. Thesis Award
Fu-Jen Tsai's paper "Stripformer: Strip Transformer for Fast Image Deblurring" awarded an Merit Award in 2022 Chinese Image Processing and Pattern Recognition Society(IPPR) M.S. Thesis Award, August 2022. |
| 2022/07/04 | Congratulations! Our paper was accepted by ECCV
Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Yen-Yu Lin, and Chia-Wen Lin, "Stripformer: Strip Transformer for Fast Image Deblurring" European Conference on Computer Vision (ECCV), October 2022. Ardian Umam*, Cheng-Kun Yang*, Yung-Yu Chuang, Jen-Hui Chuang, and Yen-Yu Lin, "Point MixSwap: Attentional Point Cloud Mixing via Swapping Matched Structural Divisions" European Conference on Computer Vision (ECCV), October 2022. |
| 2022/07/29 | Congratulations! Two project proposals from our lab have been selected to receive the MOST Research Grant for University Students of 2022
Chia-Hao Chang's project proposal titled "Transformer-based Weakly Supervised Semantic Segmentation" supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the MOST Research Grant for University Students of 2022. Chen-Yu Chang's project proposal titled "Video Stripformer: Using Neighboring Frames to Improve Video Deblurring" supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the MOST Research Grant for University Students of 2022. |
| 2022/04/20 | Congratulations! Our paper was accepted by IJCAI
Wei-Jie Huang, Yu-Lin Lu, Shih-Yao Lin, Yu-sheng Xie and Yen-Yu Lin, "AQT: Adversarial Query Transformers for Domain Adaptive Object Detection" International Joint Conference on Artificial Intelligence (IJCAI), July 2022. |
| 2022/03/01 | Congratulations! Our paper was accepted by CVPR
Cheng-Kun Yang, Ji-Jia Wu, Kai-Syun Chen, Yung-Yu Chuang and Yen-Yu Lin, "An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation" IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2022. |
| 2022/02/25 | Congratulations! Dr. Yen-Yu Lin receives MOST Outstanding Research Award
Dr. Yen-Yu Lin, our laboratory director, has been selected to receive the 2021 MOST Outstanding Research Award. |
| 2021/09/14 | Congratulations! Our paper was accepted by IEEE Xplore
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang and Jia-Bin Huang, "Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), October 2021. |
| 2021/06/17 | Congratulations! Our project proposal has been selected to receive the MOST Research Grant for University Students of 2021
Ji-Jia Wu's project proposal titled "Supervised Semantic Segmentation on 3D Point Cloud," supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the MOST Research Grant for University Students of 2021. |
| 2021/06/17 | Congratulations! Our project proposal has been selected to receive the MOST Research Grant for University Students of 2021
Wei-Jie Huang's project proposal titled "Domain Adaptive Object Detection with Transformers," supervised by Dr. Yen-Yu, Lin, is selected as a recipient of the MOST Research Grant for University Students of 2021. |
| 2020/11/10 | Congratulations! Our paper was accepted by WACV 2021
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, and Xiaohui Xie, "MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation," Winter Conference on Applications of Computer Vision (WACV), January 2021. |
| 2020/11/10 | Congratulations! Our paper was accepted by WACV 2021
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, and Xiaohui Xie, "Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos," Winter Conference on Applications of Computer Vision (WACV), January 2021. |
| 2020/11/10 | Congratulations! Our paper was accepted by ACCV 2020
Hung-Yu Tseng*, Yi-Wen Chen*, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin and Ming-Hsuan Yang, "Regularizing Meta-Learning via Gradient Dropout," to appear in Asian Conference on Computer Vision (ACCV), November 2020. |
| 2020/11/10 | Congratulations! Our paper was accepted by ACCV 2020
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, and Wei Fan, "MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis," ACM International Conference on Multimedia (MM), October 2020. |
| 2020/07/31 | Congratulations! Our paper was accepted by MM 2020
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, and Wei Fan, "MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis," ACM International Conference on Multimedia (MM), October 2020. |
| 2020/07/31 | Congratulations! Our paper was accepted by MM 2020
Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao, "Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism," ACM International Conference on Multimedia (MM), October 2020. |
| 2020/07/09 | Congratulations! Our paper was accepted by ECCV 2020
Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang, "Every Pixel Matters: Center-aware FeatureAlignment for Domain Adaptive Object Detector," European Conference on Computer Vision (ECCV), August 2020. |
| 2020/04/24 | Congratulations! Our paper was accepted by TPAMI
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang, "Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). |
| 2020/04/20 | Congratulations! Our paper was accepted by IJCAI 2020
Han-Yi Lin, Pi-Cheng Hsiu, Tei-Wei Kuo, and Yen-Yu Lin, "Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension," International Joint Conference on Artificial Intelligence (IJCAI), July 2020. |
| 2019/11/13 | Congratulations! Our paper was accepted by AAAI 2020
Yung-Han Huang, Kuang-Jui Hsu, Shyh-Kang Jeng, and Yen-Yu Lin, "Weakly-supervised Video Re-localization with Multiscale Attention Model," AAAI Conference on Artificial Intelligence (AAAI), February 2020. |
| 2019/11/13 | Congratulations! Our paper was accepted by WACV 2020
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie, and Wei Fan, "DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images for 3D Hand Pose Estimation," IEEE Winter Conference on Applications of Computer Vision (WACV), March 2020. |
| 2019/09/04 | Congratulations! Our paper was accepted by NeurIPS 2019
Cheng-Chun Hsu*, Kuang-Jui Hsu*, Chung-Chi Tsai, Yen-Yu Lin, and Yung-Yu Chuang, "Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior," Thirty-third Conference on Neural Information Processing Systems (NeurIPS), December 2019. |
| 2019/08/23 | Congratulations! Our paper was accepted by IJCV 2019
Yi-Wen Chen, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang, "VOSTR: Video Object Segmentation via Transferable Representations," to appear in International Journal of Computer Vision (IJCV). |
| 2019/08/20 | Congratulations! Our paper was accepted by ICCV 2019
Yu-Jhe Li, Yun-Chun Chen, Yen-Yu Lin, Xiaofei Du, and Yu-Chiang Frank Wang, "Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification," IEEE International Conference on Computer Vision (ICCV), October 2019. |
| 2019/08/20 | Congratulations! Our paper was accepted by TMM 2019
Chung-Chi Tsai, Kuang-Jui Hsu, Yen-Yu Lin, Xiaoning Qian, and Yung-Yu Chuang, "Deep Co-saliency Detection via Stacked Autoencoder-enabled Fusion and Self-trained CNNs," to appear in IEEE Transactions on Multimedia (TMM). |
| 2019/07/19 | Congratulations! One paper was accepted by AVSS 2019
Wen-Li Wei, Jen-Chun Lin, Yen-Yu Lin, and Hong-Yuan Mark Liao, "What Makes You Look Like You: Learning an Inherent Feature Representation for Person Re-Identification," has been accepted for AVSS 2019. |
| 2019/07/19 | Congratulations! One paper was accepted by BMVC 2019
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, and Wei Fan, "TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis," has been accepted for BMVC 2019. |
| 2019/07/19 | Congratulations! One paper was accepted by BMVC 2019
Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin, and Ming-Hsuan Yang, "Referring Expression Object Segmentation with Caption-Aware Consistency," has been accepted for BMVC 2019. |
| 2019/06/16 | Congratulations! One paper will be published in IEEE Trans. on Image Processing
Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Weakly Supervised Salient Object Detection by Learning A Classifier-Driven Map Generator," has been accepted for IEEE Trans. on Image Processing (TIP), volume 28, number 11, pages 5435-5449, November 2019. |
| 2019/04/14 | Congratulations! Yi-Tung Liao won IICM best master thesis award.
Hyperlink (IICM best master thesis award): http://www.iicm.org.tw/award/paper2018.pdf |
| 2019/02/26 | Congratulations! Three paper were accepted by CVPR 2019
Congratulations to Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image" has been accepted for CVPR 2019. Congratulations to Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang! Our work entitled "CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency" has been accepted for CVPR 2019. Congratulations to Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency" has been accepted for CVPR 2019. |
| 2019/02/21 | Congratulations! One paper was accepted by DAC 2019
Congratulations to Yu-Chuan Chang, Wei-Ming Chen, Pi-Cheng Hsiu, Yen-Yu Lin, and Tei-Wei Kuo! Our work entitled "LSIM: Ultra Lightweight Similarity Measurement for Mobile Graphics Applications" has been accepted for DAC 2019. |
| 2018/11/07 | Congratulations! One paper was accepted by AAAI 2019
Congratulations to Yu-Lun Liu, Yi-Tung Liao, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Deep Video Frame Interpolation using Cyclic Frame Generation" has been accepted for AAAI 2019. |
| 2018/10/05 | Congratulations! Two papers were accepted by ACCV 2018
Congratulations to Yun-Chun Chen, Po-Hsiang Huang, Li-Yu Yu, Jia-Bin Huang, Ming-Hsuan Yang, and Yen-Yu Lin! Our work entitled "Deep Semantic Matching with Foreground Detection and Cycle-Consistency" has been accepted for ACCV 2018. Yi-Wen Chen, Yi-Hsuan Tsai, Chu-Ya Yang, Yen-Yu Lin, and Ming-Hsuan Yang! Our work entitled "Unseen Object Segmentation in Videos via Transferable Representations" has been accepted for ACCV 2018. |
| 2018/07/23 | Congratulations! One paper will be published in IEEE Trans. on Image Processing
Congratulations to Chung-Chi Tsai, Weizhi Li, Kuang-Jui Hsu, Xiaoning Qian, and Yen-Yu Lin! Our work entitled "Image Co-saliency Detection and Co-segmentation via Progressive Joint Optimization" has been accepted for IEEE Trans. on Image Processing (TIP). |
| 2018/07/04 | Congratulations! One papers was accepted by ECCV 2018
Congratulations to Kuang-Jui Hsu, Chung-Chi Tsai, Yen-Yu Lin, Xiaoning Qian, and Yung-Yu Chuang! Our work entitled "Unsupervised CNN-based Co-saliency Detection with Graphical Optimization" has been conditionally accepted for ECCV 2018. |
| 2018/07/04 | Congratulations! Two papers were accepted by BMVC 2018
Congratulations to Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, and Ming-Hsuan Yang! Our work entitled "Adversarial Learning for Semi-supervised Semantic Segmentation" has been accepted for BMVC 2018. Congratulations to Shih-Yao Lin and Yen-Yu Lin! Our work entitled "Augmenting Mo-cap Data with Neural Data Translation for Human Action Recognition" has been accepted for BMVC 2018. |
| 2018/07/04 | Congratulations! Dr. Yen-Yu Lin receives The Young Scholars' Creativity Award 2018 from Foundation for the Advancement of Outstanding Scholarship |
| 2018/06/13 | Congratulations! One paper will be published in IEEE Trans. on Image Processing
Congratulations to Chun-Rong Huang, Wei-Cheng Wang, Wei-An Wang, Szu-Yu Lin, and Yen-Yu Lin! Our work entitled "USEQ: Ultra-Fast Superpixel Extraction via Quantization" has been accepted for IEEE Trans. on Image Processing (TIP). |
| 2018/06/06 | Congratulations! One paper was accepted by ICIP 2018
Congratulations to Wei-Cheng Wang, Hsin-Wei Cheng, Chun-Rong Huang, and Yen-Yu Lin! Our work entitled "Clustering Trajectories in Heterogeneous Representations for Video Event Detection" has been accepted for ICIP 2018. |
| 2018/04/27 | Congratulations! Dr. Yen-Yu Lin receives the Exploration Research Award 2018 from the Pan Wen-Yuan Foundation |
| 2018/04/23 | Congratulations! Two papers were accepted by IJCAI 2018
Congratulations to Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Co-attention CNNs for Unsupervised Object Co-segmentation" has been conditionally accepted for IJCAI 2018. Congratulations to Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, and Yung-Yu Chuang! Our work entitled "SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation" has been accepted for IJCAI 2018. |
| 2018/04/23 | Congratulations! Ya-Fang Shih won IICM best master thesis award. Hyperlink (IICM best master thesis award): http://www.iicm.org.tw/award/paper2017.pdf |
| 2017/11/13 | Congratulations! One paper was accepted by AAAI 2018 Congratulations to Ting-Kuei Hu, Yen-Yu Lin, and Pi-Cheng Hsiu! Our work entitled "Learning Adaptive Hidden Layers for Mobile Gesture Recognition" has been accepted for AAAI 2018. |
| 2017/07/18 | Congratulations! One paper was accepted by ICCV 2017 Congratulations to Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "DeepCD: Learning Deep Complementary Descriptors for Patch Representations" has been accepted for ICCV 2017. |
| 2017/07/07 | Congratulations! One paper was accepted by BMVC 2017 Congratulations to Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang! Our work entitled "Weakly Supervised Saliency Detection with A Category-Driven Map Generator" has been accepted for BMVC 2017. |
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Jing-Cheng Ke |
Duration: 2021/05-2024/05 Institute: Institute of Communications Engineering, National Tsing Hua University Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin Thesis: Referring Expression Comprehension in a Graph-based Perspective and Its Generalizations Next Job: Specially Appointed Researcher, Osaka University  Website |
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Cheng-Kun Yang |
Duration: 2019/09-2023/07 Institute: Department of Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Applying cross-attention mechanism for weakly supervised point cloud segmentation Award: Ph.D. Thesis Award, the Chinese Image Processing and Pattern Recognition Society (IPPR), 2023 Award: Ph.D. Thesis Award, Technologies and Applications of Artificial Intelligence (TAAI), 2023 Next Job: MediaTek Website |
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Han-Yi Lin |
Duration: 2017/12–2021/02 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Tei-Wei Kuo and Dr. Yen-Yu Lin Thesis: Visual-sensation-aware Content Processing for Energy-efficient and Quality-enhanced Display Next Job: MediaTek Website |
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Tsun-Yi Yang |
Duration: 2014/09–2019/07 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Deep Feature Learning for Fast and Efficient Regression Application Next Job: Scape Technologies, UK -> Facebook, UKn Website |
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Kuang-Jui Hsu |
Duration: 2014/09–2019/07 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Visual Attention-getting Object Discovery via Learning Weakly Supervised CNNs Award: Ph.D. Thesis Award, Institute of Information & Computing Machinery (IICM), 2019 Award: Ph.D. Thesis Award, the Chinese Image Processing and Pattern Recognition Society (IPPR), 2019 Next Job: Qualcomm, Taiwan Website |
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Chung-Chi Tsai |
Duration: 2016/05–2018/08 Institute: Electrical Engineering, Texas A&M University Advisors: Dr. Xiaoning Qian and Dr. Yen-Yu Lin Thesis: Image Co-saliency Detection: Novel Approaches with Convex Optimization and Deep Neural Networks Next Job: Qualcomm, US Website |
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Shih-Yao Lin |
Duration: 2014/06–2016/01 Institute: Graduate Institute of Networking and Multimedia, National Taiwan University Advisors: Dr. Yi-Ping Hung, Dr. Chu-Song Chen, and Dr. Yen-Yu Lin Thesis: Human Action Recognition based on Probabilistic Graphical Models Award: Ph.D. Thesis Award, Institute of Information & Computing Machinery (IICM), 2016 Next Job: Bosch Research Center, US -> Tencent America -> Sony, US -> Amazon, US Website |
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Kuan-Hung Liu |
Duration: 2022/07–2024/09 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models Next Job: |
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Po-Lun Chu |
Duration: 2022/08–2024/09 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Chien-Yao Wang and Dr. Yen-Yu Lin Thesis: YOLO-VPS: Video Panoptic Segmentation without Bells and Whistles Next Job: Research Assistant, Institute of Information Science, Academia Sinica |
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Hsing-Chen Meng |
Duration: 2022/08–2024/07 Institute: Graduate Degree Program of Artificial Intelligence, National Yang Ming Chiao Tung University Advisors: Dr. Chun-Rong Huang and Dr. Yen-Yu Lin Thesis: Diffusion-based Augmentation for Lung Cancer Risk Prediction from Temporal CT Images Next Job: DTP-Full Custom Circuit Design Verification Engineer, TSMC, Taiwan  LinkedIn
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Jia-Hao Wu |
Duration: 2022/07–2024/07 Institute: Institute of Artificial Intelligence Innovation, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation Award: Best M.S. Thesis Award, Technologies and Applications of Artificial Intelligence (TAAI), 2024 Award: M.S. Thesis Award, the Chinese Image Processing and Pattern Recognition Society (IPPR), 2024 Next Job: Machine Learning Engineer, AAID, TSMC LinkedIn
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Jui-Che Chiang |
Duration: 2022/09–2024/07 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: Occlusion-Robust Transformer for Accurate Facial Landmark Detection Next Job: GPU Security Firmware Engineer, Nvidia, Taiwan LinkedIn |
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Ji-Jia Wu |
Duration: 2022/07–2024/05 Institute: Department of Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation Next Job: Software Engineer, Google, Taiwan  GitHub |
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Wei-Cheng Chien |
Duration: 2021/07–2023/09 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: Next Job: R&D Alternative Service, MediaTek, Taiwan |
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Ya-Han Chang |
Duration: 2021/07–2023/09 Institute: Institute of Multimedia Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Chun-Rong Huang and Dr. Yen-Yu Lin Thesis: Next Job: Application Engineer, Synopsys, Taiwan |
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Sy-Kai Chen |
Duration: 2021/07–2023/07 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction Award: M.S. Thesis Award, the Chinese Image Processing and Pattern Recognition Society (IPPR), 2023 Next Job: MediaTek Website |
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Cheng-Ju Ho |
Duration: 2021/07–2023/07 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Ming-Hsuan Yang, Dr. Yi-Hsuan Tsai, and Dr. Yen-Yu Lin Thesis: Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection Next Job: R&D Alternative Service, MediaTek, Taiwan Website |
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Chen-Hsuan Tai |
Duration: 2021/07–2023/07 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Ming-Hsuan Yang, Dr. Yi-Hsuan Tsai, and Dr. Yen-Yu Lin Thesis: OPA: Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection Next Job: Realtek Semiconductor Corp. Website |
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De-Le Wang |
Duration: 2019/09–2023/01 Institute:Departure of Electrical Engineering, National Tsing Hua University Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin Thesis: Query-Guided Referring Expression Comprehension with Zero-Shot Setting Next Job: |
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Hung-Lin Yen |
Duration: 2020/08–2023/01 Institute: Institute of Multimedia Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: Learning Continuous Exposure Value Representations for Single-Image HDR Next Job: R&D Alternative Service, CyberLink, Taiwan |
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Po-Sheng Liu |
Duration: 2020/07–2022/08 Institute: Institute of Multimedia Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: Meta Transferring for Deblurring Next Job: Machine Learning Engineer, Perfect Corp., Taiwan |
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Yi-Chu Hung |
Duration: 2020/07–2022/08 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: NeRF-guided Inpainting for View Synthesis under Occlusions Next Job: Machine Learning Engineer, Aether AI, Taiwan |
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Yu-Lin Lu |
Duration: 2020/08–2022/08 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: AQT: Adversarial Query Transformers for Domain Adaptive Object Detection Award: M.S. Thesis Award, Chinese Image Processing and Pattern Recognition Society(IPPR), 2022 Award: M.S. Thesis Award, Technologies and Applications of Artificial Intelligence (TAAI), 2022 Next Job: Research Assistant, The Vision and Learning Laboratory (VLLab) |
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Chung-Hsuan Cheng |
Duration: 2020/03–2022/03 Institute: Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University Advisors: Dr. Yen-Yu Lin Thesis: Improving Visual Attention Using Contrastively Learned Transformers Next Job: R&D Engineer, Emotibot, Taipei |
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Kuan-Yi Lee |
Duration: 2020/09–2021/07 Institute: Departure of Electrical Engineering, National Tsing Hua University Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin Thesis: Unsupervised Multi-class Object Co-segmentation with Contrastively Learned CNNs Project WebNext Job: MediaTek |
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Fu-Jen Tsai |
Duration: 2019/09–2021/07 Institute: Institute of Communications Engineering, National Tsing Hua University Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin Thesis: BANet Blur-aware Attention Networks for Dynamic Scene Deblurring Award: M.S. Thesis Award, Chinese Image Processing and Pattern Recognition Society(IPPR), 2022 Project WebNext Job: Ph.D. Student, Department of Electrical Engineering, National Tsing Hua University |
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Yan-Ting Liou |
Duration: 2017/07–2020/08 Institute: Department of Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Generalized Fake Image Forensics via Semi-Supervised Anomaly Detection Next Job: Appier |
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Ching-Yuan Lin |
Duration: 2019/03-2020/03 Institute: Department of Electrical Engineering, National Tsing Hua University Advisors: Dr. Chia-Wen Lin and Dr. Yen-Yu Lin Thesis: Multiple Foreground Co-segmentation using Unsupervised Convolutional Neural Networks Next Job: |
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Yi-Hsuan Huang |
Duration: 2018/02–2019/09 Institute: Graduate Institute of Networking and Multimedia, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: OSSN: A One-shot Siamese Network for Semantic Segmentation of 3D Point Clouds Next Job: MediaTek |
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Chiao-An Yang |
Duration: 2017/09–2019/07 Institute: Graduate Institute of Networking and Multimedia, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Soft Ranking Losses for Deep Image Similarity Estimation Next Job: Research assistant, National Taiwan University |
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Yung-Han Huang |
Duration: 2017/09–2019/07 Institute: Data Science Degree Program, NTU & Sinica Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin Thesis: Weakly Supervised Video Re-localization of Action Segments with Multiscale Attention Model Next Job: Perfect Corp. |
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Yi-Tung Liao |
Duration: 2016/09–2018/07 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Deep Video Frame Interpolation using Cyclic Frame Generation Award: M.S. Thesis Award, Institute of Information & Computing Machinery (IICM), 2018 Next Job: World Quant |
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Jo-Han Hsu |
Duration: 2015/09–2017/06 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Distilling from the Past: Self-Distillation by Using Epoch Regularization Next Job: HTC |
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Ya-Fang Shih |
Duration: 2016/02–2017/06 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Deep Co-occurrence Feature Learning for Visual Object Recognition Award: M.S. Thesis Award, Institute of Information & Computing Machinery (IICM), 2017 Award: M.S. Thesis Award, the Chinese Image Processing and Pattern Recognition (IPPR) Society, 2017 Next Job: HTC -> Verisk Analytics |
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Yuan-Ting Hu |
Duration: 2013/08–2015/06 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Bing-Yu Chen and Dr. Yen-Yu Lin Thesis: DescriptorBoost: An Unsupervised Approach to Fusing Multiple Descriptors in the Homography Space Next Job: ULSee -> Ph.D. Student, Electrical and Computer Engineering, University of Illinois Urbana-Champaign Website |
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Han-Yi Tsai |
Duration: 2013/06–2014/12 Institute: Computer Science and Information Engineering, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Patch Match with Multiple Descriptors for Scene Alignment Next Job: Dynacolor |
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Kuang-Jui Hsu |
Duration: 2011/04–2013/06 Institute: Graduate Institute of Networking and Multimedia, National Taiwan University Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin Thesis: Augmented Multiple Instance Regression for Inferring Object Contours within Bounding Boxes Award: M.S. Thesis Award, Institute of Information & Computing Machinery (IICM), 2013 Next Job: Ph.D. Student, Computer Science and Information Engineering, National Taiwan University Website |
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Yi-Chen Wang |
Duration: 2011/07–2012/06 Institute: Graduate Institute of Communication Engineering, National Taiwan University Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin Thesis: Anomaly Detection Localization via Foreground Motion Information Next Job: Taiwan Semiconductor Manufacturing Company |
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Chin-An Lin |
Duration: 2011/07–2012/06 Institute: Graduate Institute of Communication Engineering, National Taiwan University Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin Thesis: An Efficient Temporal Model for Action Recognition Using Multivariate Linear Prediction Award: Best Master Thesis Award, Institute of Information & Computing Machinery (IICM), 2012 Next Job: Quanta Research Institute |
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