@inproceedings{Luo_NeurIPS_2022,author={Luo, Zelun and Durante, Zane and Li, Linden and Xie, Wanze and Liu, Ruochen and Jin, Emily and Huang, Zhuoyi and Li, Lun Yu and Wu, Jiajun and Niebles, Juan Carlos and Adeli, Ehsan and Fei-Fei, Li},title={{MOMA-LRG}: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing},booktitle={Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track},address={New Orleans, USA},month=dec,year={2022},}
Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs
Jingwei Ji, Ranjay Krishna, Li Fei-Fei, and Juan Carlos Niebles
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020
@inproceedings{Ji_CVPR_2020,author={Ji, Jingwei and Krishna, Ranjay and Fei-Fei, Li and Niebles, Juan Carlos},title={Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs},booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},address={Seattle, Washington, USA},month=jun,year={2020},doi={10.1109/CVPR42600.2020.01025}}
Few-Shot Video Classification via Temporal Alignment
Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, and Juan Carlos Niebles
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020
@inproceedings{Cao_CVPR_2020,author={Cao, Kaidi and Ji, Jingwei and Cao, Zhangjie and Chang, Chien-Yi and Niebles, Juan Carlos},title={Few-Shot Video Classification via Temporal Alignment},booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},address={Seattle, Washington, USA},month=jun,year={2020},doi={10.1109/CVPR42600.2020.01063},}
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, Abhijeet Shenoi, Adrien Gaidon, and Juan Carlos Niebles
IEEE Robotics and Automation Letters (RA-L) and IEEE International Conference on Robotics and Automation (ICRA), May 2020
@article{Liu_RAL_2020,author={Liu, Bingbin and Adeli, Ehsan and Cao, Zhangjie and Lee, Kuan-Hui and Shenoi, Abhijeet and Gaidon, Adrien and Niebles, Juan Carlos},title={Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction},journal={IEEE Robotics and Automation Letters (RA-L) and IEEE International Conference on Robotics and Automation (ICRA)},volume={5},number={2},address={Paris, France},month=may,year={2020},doi={10.1109/LRA.2020.2976305},}
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, and Silvio Savarese
In Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2018
@inproceedings{Zang_EMNLP_2018,author={Zang, Xiaoxue and Pokle, Ashwini and Vázquez, Marynel and Chen, Kevin and Niebles, Juan Carlos and Soto, Alvaro and Savarese, Silvio},title={Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation},booktitle={Conference on Empirical Methods in Natural Language Processing (EMNLP)},address={Brussels, Belgium},month=nov,year={2018},doi={10.18653/v1/D18-1286}}
Dense-Captioning Events in Videos
Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, and Juan Carlos Niebles
In IEEE International Conference on Computer Vision (ICCV), Oct 2017
@inproceedings{Krishna_ICCV_2017,author={Krishna, Ranjay and Hata, Kenji and Ren, Frederic and Fei-Fei, Li and Niebles, Juan Carlos},title={Dense-Captioning Events in Videos},booktitle={IEEE International Conference on Computer Vision (ICCV)},address={Venice, Italy},month=oct,year={2017},doi={10.1109/ICCV.2017.83},}
Spotlight
Agent-centric Risk Assessment: Accident Anticipation and Risky Region Localization
Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles, and Min Sun
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2017
@inproceedings{Zeng_CVPR_2017,author={Zeng, Kuo-Hao and Chou, Shih-Han and Chan, Fu-Hsiang and Niebles, Juan Carlos and Sun, Min},title={Agent-centric Risk Assessment: Accident Anticipation and Risky Region Localization},booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},address={Honolulu, Hawaii, USA},month=jun,year={2017},doi={10.1109/CVPR.2017.146},}
Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos
@article{Lillo_IVC_2017,author={Lillo, Ivan and Niebles, Juan Carlos and Soto, Alvaro},journal={Image and Vision Computing},volume={59},month=mar,year={2017},doi={10.1016/j.imavis.2016.11.004},}
Leveraging Video Descriptions to Learn Video Question Answering
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles Sun, and Min
In AAAI Conference on Artificial Intelligence (AAAI), Feb 2017
@inproceedings{Zeng_AAAI_2017,author={Zeng, Kuo-Hao and Chen, Tseng-Hung and Chuang, Ching-Yao and Liao, Yuan-Hong and Sun, Juan Carlos Niebles and Min},title={Leveraging Video Descriptions to Learn Video Question Answering},booktitle={AAAI Conference on Artificial Intelligence (AAAI)},address={San Francisco, USA},month=feb,year={2017},doi={10.1609/aaai.v31i1.11238}}
Title Generation for User Generated Videos
Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, and Min Sun
In European Conference on Computer Vision (ECCV), Oct 2016
@inproceedings{Zeng_ECCV_2016,author={Zeng, Kuo-Hao and Chen, Tseng-Hung and Niebles, Juan Carlos and Sun, Min},title={Title Generation for User Generated Videos},booktitle={European Conference on Computer Vision (ECCV)},address={Amsterdam, Netherlands},month=oct,year={2016},doi={10.1007/978-3-319-46475-6_38},}
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets
Ivan Lillo, Juan Carlos Niebles, and Alvaro Soto
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016
@inproceedings{Lillo_CVPR_2016,author={Lillo, Ivan and Niebles, Juan Carlos and Soto, Alvaro},title={A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets},booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},address={Las Vegas, USA},month=jun,year={2016},doi={10.1109/CVPR.2016.218},}
ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding
@inproceedings{Caba_CVPR_2015,author={Caba Heilbron, Fabian and Escorcia, Victor and Ghanem, Bernard and Niebles, Juan Carlos},title={{ActivityNet}: A Large-Scale Video Benchmark for Human Activity Understanding},booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},address={Boston, USA},month=jun,year={2015},doi={10.1109/CVPR.2015.7298698},}
Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities
Ivan Lillo, Alvaro Soto, and Juan Carlos Niebles
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2014
@inproceedings{Lillo_CVPR_2014,author={Lillo, Ivan and Soto, Alvaro and Niebles, Juan Carlos},title={Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities},booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},address={Colombus, USA},month=jun,year={2014},doi={10.1109/CVPR.2014.109},}
Oral
Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification
Juan Carlos Niebles, Chih-Wei Chen, and Li Fei-Fei
In European Conference on Computer Vision (ECCV), Sep 2010
@inproceedings{Niebles_ECCV_2010,author={Niebles, Juan Carlos and Chen, Chih-Wei and Fei-Fei, Li},title={Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification},booktitle={European Conference on Computer Vision (ECCV)},address={Hersonissos, Crete, Greece},month=sep,year={2010},doi={10.1007/978-3-642-15552-9_29},}
Extracting Moving People from Internet Videos
Juan Carlos Niebles, Bohyung Han, Andras Ferencz, and Li Fei-Fei
In European Conference on Computer Vision (ECCV), Oct 2008
@inproceedings{Niebles_ECCV_2008,author={Niebles, Juan Carlos and Han, Bohyung and Ferencz, Andras and Fei-Fei, Li},title={Extracting Moving People from Internet Videos},booktitle={European Conference on Computer Vision (ECCV)},address={Marseilles, France},month=oct,year={2008},doi={10.1007/978-3-540-88693-8_39},}