Yin Li

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 63

Top Topics

Unsupervised Learning

Video Representation

Object Detection

Temporal Redundancy

Top Venues

Publications

Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Fangzhou Mu, Yin Li, Yingyu Liang
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning. ICLR (2024)
Fangzhou Mu, Sicheng Mo, Yin Li
SnAG: Scalable and Accurate Video Grounding. CoRR (2024)
Abrar Majeedi, Ryan M. McAdams, Ravneet Kaur, Shubham Gupta, Harpreet Singh, Yin Li
Deep learning to quantify care manipulation activities in neonatal intensive care units. npj Digit. Medicine 7 (1) (2024)
Xin Zhao, Shiyu Hu, Yipei Wang, Jing Zhang, Yimin Hu, Rongshuai Liu, Haibin Ling, Yin Li, Renshu Li, Kun Liu, Jiadong Li
BioDrone: A Bionic Drone-Based Single Object Tracking Benchmark for Robust Vision. Int. J. Comput. Vis. 132 (5) (2024)
Yiwu Zhong, Licheng Yu, Yang Bai, Shangwen Li, Xueting Yan, Yin Li
Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations. CoRR (2023)
Matthew Dutson, Yin Li, Mohit Gupta
Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers. ICCV (2023)
Matthew Dutson, Yin Li, Mohit Gupta
Spike-Based Anytime Perception. WACV (2023)
Felipe Gutierrez-Barragan, Fangzhou Mu, Andrei Ardelean, Atul Ingle, Claudio Bruschini, Edoardo Charbon, Yin Li, Mohit Gupta, Andreas Velten
Learned Compressive Representations for Single-Photon 3D Imaging. ICCV (2023)
Matthew Dutson, Yin Li, Mohit Gupta
Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers. CoRR (2023)
Jayoung Lee, Pengcheng Wang, Ran Xu, Sarthak Jain, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips. ACM Trans. Design Autom. Electr. Syst. 28 (3) (2023)
Chen-Lin Zhang, Yin Li, Jianxin Wu
Weakly supervised foreground learning for weakly supervised localization and detection. Pattern Recognit. 137 (2023)
Yiwu Zhong, Licheng Yu, Yang Bai, Shangwen Li, Xueting Yan, Yin Li
Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations. CVPR (2023)
Yin Li, Miao Liu, James M. Rehg
In the Eye of the Beholder: Gaze and Actions in First Person Video. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Lin Sui, Fangzhou Mu, Yin Li
NMS Threshold matters for Ego4D Moment Queries - 2nd place solution to the Ego4D Moment Queries Challenge 2023. CoRR (2023)
Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li
Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles. CVPR (2022)
Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji
LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs. EuroSys (2022)
Miao Liu, Lingni Ma, Kiran Somasundaram, Yin Li, Kristen Grauman, James M. Rehg, Chao Li
Egocentric Activity Recognition and Localization on a 3D Map. ECCV (13) (2022)
Chen-Lin Zhang, Jianxin Wu, Yin Li
ActionFormer: Localizing Moments of Actions with Transformers. CoRR (2022)
Fangzhou Mu, Jian Wang, Yicheng Wu, Yin Li
3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single Image. CoRR (2021)
Jiayong Peng, Fangzhou Mu, Ji Hyun Nam, Siddeshwar Raghavan, Yin Li, Andreas Velten, Zhiwei Xiong
Towards Non-Line-of-Sight Photography. CoRR (2021)
Yiwu Zhong, Jing Shi, Jianwei Yang, Chenliang Xu, Yin Li
Learning to Generate Scene Graph from Natural Language Supervision. ICCV (2021)
Bin Li, Yin Li, Kevin W. Eliceiri
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning. CVPR (2021)
Miao Liu, Lingni Ma, Kiran Somasundaram, Yin Li, Kristen Grauman, James M. Rehg, Chao Li
Egocentric Activity Recognition and Localization on a 3D Map. CoRR (2021)
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. EMDL@MobiSys (2021)
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Virtuoso: Video-based Intelligence for real-time tuning on SOCs. CoRR (2021)
Chen-Lin Zhang, Yin Li, Jianxin Wu
Weakly Supervised Foreground Learning for Weakly Supervised Localization and Detection. CoRR (2021)
Yiwu Zhong, Jing Shi, Jianwei Yang, Chenliang Xu, Yin Li
Learning to Generate Scene Graph from Natural Language Supervision. CoRR (2021)
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention. AAAI (2021)
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. CVPR (2021)
Jing Shi, Yiwu Zhong, Ning Xu, Yin Li, Chenliang Xu
A Simple Baseline for Weakly-Supervised Scene Graph Generation. ICCV (2021)
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention. CoRR (2021)
Zixuan Huang, Yin Li
Interpretable and Accurate Fine-grained Recognition via Region Grouping. CVPR (2020)
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles. CoRR (2020)
Miao Liu, Siyu Tang, Yin Li, James M. Rehg
Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video. ECCV (1) (2020)
Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li
Comprehensive Image Captioning via Scene Graph Decomposition. ECCV (14) (2020)
Miao Liu, Xin Chen, Yun Zhang, Yin Li, James M. Rehg
Attention Distillation for Learning Video Representations. BMVC (2020)
Zixuan Huang, Yin Li
Interpretable and Accurate Fine-grained Recognition via Region Grouping. CoRR (2020)
Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li
Comprehensive Image Captioning via Scene Graph Decomposition. CoRR (2020)
Fangzhou Mu, Yingyu Liang, Yin Li
Gradients as Features for Deep Representation Learning. CoRR (2020)
Fangzhou Mu, Yingyu Liang, Yin Li
Gradients as Features for Deep Representation Learning. ICLR (2020)
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
ApproxDet: content and contention-aware approximate object detection for mobiles. SenSys (2020)
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. CoRR (2020)
Bin Li, Yin Li, Kevin W. Eliceiri
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning. CoRR (2020)
Yin Li, Miao Liu, James M. Rehg
In the Eye of the Beholder: Gaze and Actions in First Person Video. CoRR (2020)
Fang Hu, Peng He, Songlin Xu, Yin Li, Cheng Zhang
FingerTrak: Continuous 3D Hand Pose Tracking by Deep Learning Hand Silhouettes Captured by Miniature Thermal Cameras on Wrist. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Miao Liu, Siyu Tang, Yin Li, James M. Rehg
Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity. CoRR (2019)
Liwei Wang, Yin Li, Jing Huang, Svetlana Lazebnik
Learning Two-Branch Neural Networks for Image-Text Matching Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 41 (2) (2019)
Yupei Wang, Xin Zhao, Xuecai Hu, Yin Li, Kaiqi Huang
Focal Boundary Guided Salient Object Detection. IEEE Trans. Image Process. 28 (6) (2019)
Yupei Wang, Xin Zhao, Yin Li, Kaiqi Huang
Deep Crisp Boundaries: From Boundaries to Higher-Level Tasks. IEEE Trans. Image Process. 28 (3) (2019)
Miao Liu, Xin Chen, Yun Zhang, Yin Li, James M. Rehg
Paying More Attention to Motion: Attention Distillation for Learning Video Representations. CoRR (2019)
Yupei Wang, Xin Zhao, Yin Li, Kaiqi Huang
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks. CoRR (2018)
Adithyavairavan Murali, Yin Li, Dhiraj Gandhi, Abhinav Gupta
Learning to Grasp Without Seeing. ISER (2018)
Yin Li, Miao Liu, James M. Rehg
In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video. ECCV (5) (2018)
Abhijit Kundu, Yin Li, James M. Rehg
3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare. CVPR (2018)
Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang
Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion. IJCAI (2018)
Keizo Kato, Yin Li, Abhinav Gupta
Compositional Learning for Human Object Interaction. ECCV (14) (2018)
Junchi Yan, Changsheng Li, Yin Li, Guitao Cao
Adaptive Discrete Hypergraph Matching. IEEE Trans. Cybern. 48 (2) (2018)
Yin Li, Abhinav Gupta
Beyond Grids: Learning Graph Representations for Visual Recognition. NeurIPS (2018)
Adithyavairavan Murali, Yin Li, Dhiraj Gandhi, Abhinav Gupta
Learning to Grasp Without Seeing. CoRR (2018)
Liwei Wang, Yin Li, Svetlana Lazebnik
Learning Two-Branch Neural Networks for Image-Text Matching Tasks. CoRR (2017)
Yun C. Zhang, Yin Li, James M. Rehg
First-Person Action Decomposition and Zero-Shot Learning. WACV (2017)
Liwei Wang, Yin Li, Svetlana Lazebnik
Learning Deep Structure-Preserving Image-Text Embeddings. CVPR (2016)
Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollár
Unsupervised Learning of Edges. CVPR (2016)
Javier Hernandez, Yin Li, James M. Rehg, Rosalind W. Picard
Cardiac and Respiratory Parameter Estimation Using Head-mounted Motion-sensitive Sensors. EAI Endorsed Trans. Pervasive Health Technol. 1 (1) (2015)
Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollár
Unsupervised Learning of Edges. CoRR (2015)
Liwei Wang, Yin Li, Svetlana Lazebnik
Learning Deep Structure-Preserving Image-Text Embeddings. CoRR (2015)
Jia Xu, Lopamudra Mukherjee, Yin Li, Jamieson Warner, James M. Rehg, Vikas Singh
Gaze-enabled egocentric video summarization via constrained submodular maximization. CVPR (2015)
Hrishikesh Rao, Zhefan Ye, Yin Li, Mark A. Clements, Agata Rozga, James M. Rehg
Combining acoustic and visual features to detect laughter in adults' speech. AVSP (2015)
Yin Li, Zhefan Ye, James M. Rehg
Delving into egocentric actions. CVPR (2015)
Zhefan Ye, Yin Li, Yun Liu, Chanel Bridges, Agata Rozga, James M. Rehg
Detecting bids for eye contact using a wearable camera. FG (2015)
Yin Li, Xiaodi Hou, Christof Koch, James M. Rehg, Alan L. Yuille
The Secrets of Salient Object Segmentation. CVPR (2014)
Abhijit Kundu, Yin Li, Frank Dellaert, Fuxin Li, James M. Rehg
Joint Semantic Segmentation and 3D Reconstruction from Monocular Video. ECCV (6) (2014)
Javier Hernandez, Yin Li, James M. Rehg, Rosalind W. Picard
BioGlass: Physiological parameter estimation using a head-mounted wearable device. MobiHealth (2014)
Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang, Stephen Mingyu Chu
Graduated Consistency-Regularized Optimization for Multi-graph Matching. ECCV (1) (2014)
Yin Li, Xiaodi Hou, Christof Koch, James M. Rehg, Alan L. Yuille
The Secrets of Salient Object Segmentation. CoRR (2014)
James M. Rehg, Gregory D. Abowd, Agata Rozga, Mario Romero, Mark A. Clements, Stan Sclaroff, Irfan A. Essa, Opal Y. Ousley, Yin Li, Chanho Kim, Hrishikesh Rao, Jonathan C. Kim, Liliana Lo Presti, Jianming Zhang, Denis Lantsman, Jonathan Bidwell, Zhefan Ye
Decoding Children's Social Behavior. CVPR (2013)
Yin Li, Alireza Fathi, James M. Rehg
Learning to Predict Gaze in Egocentric Video. ICCV (2013)
Liwei Wang, Yin Li, Jiaya Jia, Jian Sun, David P. Wipf, James M. Rehg
Learning sparse covariance patterns for natural scenes. CVPR (2012)
Zhefan Ye, Yin Li, Alireza Fathi, Yi Han, Agata Rozga, Gregory D. Abowd, James M. Rehg
Detecting eye contact using wearable eye-tracking glasses. UbiComp (2012)
Alireza Fathi, Yin Li, James M. Rehg
Learning to Recognize Daily Actions Using Gaze. ECCV (1) (2012)
Lv Guo, Yin Li, Jie Yang, Li Lu
Hole-Filling by Rank Sparsity Tensor Decomposition for Medical Imaging. IEICE Trans. Inf. Syst. (2) (2011)
Yue Zhou, Yin Li, Zheng Wu, Meilin Ge
Robust facial feature points extraction in color images. Eng. Appl. Artif. Intell. 24 (1) (2011)
Yin Li, Yue Zhou, Junchi Yan, Jie Yang, Xiangjian He
Tensor error correction for corrupted values in visual data. ICIP (2010)
Junchi Yan, Jian Liu, Yin Li, Zhibin Niu, Yuncai Liu
Visual saliency detection via rank-sparsity decomposition. ICIP (2010)
Lv Guo, Yin Li, Jie Yang, Li Lu
Exploration into Single Image Super-Resolution via Self Similarity by Sparse Representation. IEICE Trans. Inf. Syst. (11) (2010)
Yin Li, Junchi Yan, Yue Zhou, Jie Yang
Optimum Subspace Learning and Error Correction for Tensors. ECCV (3) (2010)
Yin Li, Yue Zhou, Lei Xu, Xiaochao Yang, Jie Yang
Incremental sparse saliency detection. ICIP (2009)
Yin Li, Yue Zhou, Junchi Yan, Zhibin Niu, Jie Yang
Visual Saliency Based on Conditional Entropy. ACCV (1) (2009)
Junchi Yan, Yin Li, EnLiang Zheng, Yuncai Liu
An Accelerated Human Motion Tracking System Based on Voxel Reconstruction under Complex Environments. ACCV (2) (2009)