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2020 – today
- 2024
[c81]Itai Feigenbaum, Devansh Arpit, Shelby Heinecke, Juan Carlos Niebles, Weiran Yao, Caiming Xiong, Silvio Savarese, Huan Wang:
Causal Layering via Conditional Entropy. CLeaR 2024: 1176-1191- [c80]Le Xue, Ning Yu, Shu Zhang, Artemis Panagopoulou, Junnan Li, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese:
ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding. CVPR 2024: 27081-27091 - [c79]Weiran Yao, Shelby Heinecke, Juan Carlos Niebles, Zhiwei Liu, Yihao Feng, Le Xue, Rithesh R. N., Zeyuan Chen, Jianguo Zhang, Devansh Arpit, Ran Xu, Phil Mui, Huan Wang, Caiming Xiong, Silvio Savarese:
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization. ICLR 2024 - [c78]Manli Shu, Le Xue, Ning Yu, Roberto Martín-Martín, Caiming Xiong, Tom Goldstein, Juan Carlos Niebles, Ran Xu:
Hierarchical Point Attention for Indoor 3D Object Detection. ICRA 2024: 4245-4251 - [i73]Itai Feigenbaum, Devansh Arpit, Huan Wang, Shelby Heinecke, Juan Carlos Niebles, Weiran Yao, Caiming Xiong, Silvio Savarese:
Editing Arbitrary Propositions in LLMs without Subject Labels. CoRR abs/2401.07526 (2024) - [i72]Itai Feigenbaum, Devansh Arpit, Huan Wang, Shelby Heinecke, Juan Carlos Niebles, Weiran Yao, Caiming Xiong, Silvio Savarese:
Causal Layering via Conditional Entropy. CoRR abs/2401.10495 (2024) - [i71]Jianguo Zhang, Tian Lan, Rithesh Murthy, Zhiwei Liu, Weiran Yao, Juntao Tan, Thai Hoang, Liangwei Yang, Yihao Feng, Zuxin Liu, Tulika Manoj Awalgaonkar, Juan Carlos Niebles, Silvio Savarese, Shelby Heinecke, Huan Wang, Caiming Xiong:
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning. CoRR abs/2402.15506 (2024) - [i70]Nestor Maslej, Loredana Fattorini, C. Raymond Perrault, Vanessa Parli, Anka Reuel, Erik Brynjolfsson, John Etchemendy, Katrina Ligett, Terah Lyons, James Manyika, Juan Carlos Niebles, Yoav Shoham, Russell Wald, Jack Clark:
Artificial Intelligence Index Report 2024. CoRR abs/2405.19522 (2024) - [i69]Zuxin Liu, Thai Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh Murthy, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong:
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets. CoRR abs/2406.18518 (2024) - [i68]Le Xue, Manli Shu, Anas Awadalla, Jun Wang, An Yan, Senthil Purushwalkam, Honglu Zhou, Viraj Prabhu, Yutong Dai, Michael S. Ryoo, Shrikant Kendre, Jieyu Zhang, Can Qin, Shu Zhang, Chia-Chih Chen, Ning Yu, Juntao Tan, Tulika Manoj Awalgaonkar, Shelby Heinecke, Huan Wang, Yejin Choi, Ludwig Schmidt, Zeyuan Chen, Silvio Savarese, Juan Carlos Niebles, Caiming Xiong, Ran Xu:
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models. CoRR abs/2408.08872 (2024) - [i67]Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong:
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations. CoRR abs/2408.12590 (2024) - [i66]Jianguo Zhang, Tian Lan, Ming Zhu, Zuxin Liu, Thai Hoang, Shirley Kokane, Weiran Yao, Juntao Tan, Akshara Prabhakar, Haolin Chen, Zhiwei Liu, Yihao Feng, Tulika Manoj Awalgaonkar, Rithesh Murthy, Eric Hu, Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
xLAM: A Family of Large Action Models to Empower AI Agent Systems. CoRR abs/2409.03215 (2024) - 2023
- [c77]Le Xue
, Mingfei Gao, Chen Xing, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese:
ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding. CVPR 2023: 1179-1189 - [c76]Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles:
Procedure-Aware Pretraining for Instructional Video Understanding. CVPR 2023: 10727-10738 - [c75]Vibashan VS, Ning Yu, Chen Xing, Can Qin, Mingfei Gao, Juan Carlos Niebles, Vishal M. Patel, Ran Xu:
Mask-Free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations. CVPR 2023: 23539-23549 - [c74]Qichen Fu, Xingyu Liu, Ran Xu, Juan Carlos Niebles, Kris M. Kitani:
Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation. ICCV 2023: 23543-23554 - [c73]Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese, Stefano Ermon, Yun Fu, Ran Xu:
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild. NeurIPS 2023 - [c72]Xiangchen Song, Weiran Yao, Yewen Fan, Xinshuai Dong, Guangyi Chen, Juan Carlos Niebles, Eric P. Xing, Kun Zhang:
Temporally Disentangled Representation Learning under Unknown Nonstationarity. NeurIPS 2023 - [c71]Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik:
PreViTS: Contrastive Pretraining with Video Tracking Supervision. WACV 2023: 1560-1570 - [i65]Manli Shu, Le Xue, Ning Yu, Roberto Martín-Martín, Juan Carlos Niebles, Caiming Xiong, Ran Xu:
Model-Agnostic Hierarchical Attention for 3D Object Detection. CoRR abs/2301.02650 (2023) - [i64]Devansh Arpit, Matthew Fernandez, Chenghao Liu, Weiran Yao, Wenzhuo Yang, Paul Josel, Shelby Heinecke, Eric Hu, Huan Wang, Stephen C. H. Hoi, Caiming Xiong, Kun Zhang, Juan Carlos Niebles:
Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data. CoRR abs/2301.10859 (2023) - [i63]Qichen Fu, Xingyu Liu, Ran Xu, Juan Carlos Niebles, Kris M. Kitani:
Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation. CoRR abs/2303.04991 (2023) - [i62]Itai Feigenbaum, Huan Wang, Shelby Heinecke, Juan Carlos Niebles, Weiran Yao, Caiming Xiong, Devansh Arpit:
On the Unlikelihood of D-Separation. CoRR abs/2303.05628 (2023) - [i61]Vibashan VS, Ning Yu, Chen Xing, Can Qin, Mingfei Gao, Juan Carlos Niebles, Vishal M. Patel, Ran Xu:
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations. CoRR abs/2303.16891 (2023) - [i60]Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles:
Procedure-Aware Pretraining for Instructional Video Understanding. CoRR abs/2303.18230 (2023) - [i59]Le Xue, Ning Yu, Shu Zhang, Junnan Li, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese:
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding. CoRR abs/2305.08275 (2023) - [i58]Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese, Stefano Ermon, Yun Fu, Ran Xu:
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild. CoRR abs/2305.11147 (2023) - [i57]Anirudh Sriram, Adrien Gaidon, Jiajun Wu, Juan Carlos Niebles, Li Fei-Fei, Ehsan Adeli:
HomE: Homography-Equivariant Video Representation Learning. CoRR abs/2306.01623 (2023) - [i56]Rithesh Murthy, Shelby Heinecke, Juan Carlos Niebles, Zhiwei Liu, Le Xue, Weiran Yao, Yihao Feng, Zeyuan Chen, Akash Gokul, Devansh Arpit, Ran Xu, Phil Mui, Huan Wang, Caiming Xiong, Silvio Savarese:
REX: Rapid Exploration and eXploitation for AI Agents. CoRR abs/2307.08962 (2023) - [i55]Weiran Yao, Shelby Heinecke, Juan Carlos Niebles, Zhiwei Liu, Yihao Feng, Le Xue, Rithesh Murthy, Zeyuan Chen, Jianguo Zhang, Devansh Arpit, Ran Xu, Phil Mui, Huan Wang, Caiming Xiong, Silvio Savarese:
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization. CoRR abs/2308.02151 (2023) - [i54]Zhiwei Liu, Weiran Yao, Jianguo Zhang, Le Xue, Shelby Heinecke, Rithesh Murthy, Yihao Feng, Zeyuan Chen, Juan Carlos Niebles, Devansh Arpit, Ran Xu, Phil Mui, Huan Wang, Caiming Xiong, Silvio Savarese:
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents. CoRR abs/2308.05960 (2023) - [i53]Nestor Maslej, Loredana Fattorini, Erik Brynjolfsson, John Etchemendy, Katrina Ligett, Terah Lyons, James Manyika, Helen Ngo, Juan Carlos Niebles, Vanessa Parli, Yoav Shoham, Russell Wald, Jack Clark, C. Raymond Perrault:
Artificial Intelligence Index Report 2023. CoRR abs/2310.03715 (2023) - [i52]Xiangchen Song, Weiran Yao, Yewen Fan, Xinshuai Dong, Guangyi Chen, Juan Carlos Niebles, Eric P. Xing, Kun Zhang:
Temporally Disentangled Representation Learning under Unknown Nonstationarity. CoRR abs/2310.18615 (2023) - [i51]Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles:
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning. CoRR abs/2311.18799 (2023) - 2022
- [c70]Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon, Jiajun Wu, Li Fei-Fei, Juan Carlos Niebles:
Revisiting the "Video" in Video-Language Understanding. CVPR 2022: 2907-2917 - [c69]Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi:
Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CVPR 2022: 4943-4953 - [c68]Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong:
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels. ECCV (10) 2022: 266-282 - [c67]Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles:
PrivHAR: Recognizing Human Actions from Privacy-Preserving Lens. ECCV (4) 2022: 314-332 - [c66]Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli:
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding. ECCV Workshops (6) 2022: 317-333 - [c65]Zelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li:
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing. NeurIPS 2022 - [i50]Daniel Zhang, Nestor Maslej, Erik Brynjolfsson, John Etchemendy, Terah Lyons, James Manyika, Helen Ngo, Juan Carlos Niebles, Michael Sellitto, Ellie Sakhaee, Yoav Shoham, Jack Clark, C. Raymond Perrault:
The AI Index 2022 Annual Report. CoRR abs/2205.03468 (2022) - [i49]Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon, Jiajun Wu, Li Fei-Fei, Juan Carlos Niebles:
Revisiting the "Video" in Video-Language Understanding. CoRR abs/2206.01720 (2022) - [i48]Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles:
PrivHAR: Recognizing Human Actions From Privacy-preserving Lens. CoRR abs/2206.03891 (2022) - [i47]Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli:
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding. CoRR abs/2208.10077 (2022) - [i46]Le Xue, Mingfei Gao, Chen Xing, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese:
ULIP: Learning Unified Representation of Language, Image and Point Cloud for 3D Understanding. CoRR abs/2212.05171 (2022) - [i45]Ning Yu, Chia-Chih Chen, Zeyuan Chen, Rui Meng, Gang Wu, Paul Josel, Juan Carlos Niebles, Caiming Xiong, Ran Xu:
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer. CoRR abs/2212.09877 (2022) - 2021
- [j9]Mandy Lu, Qingyu Zhao, Kathleen L. Poston, Edith V. Sullivan, Adolf Pfefferbaum, Marian Shahid, Maya Katz, Leila Montaser Kouhsari, Kevin A. Schulman, Arnold Milstein, Juan Carlos Niebles, Victor W. Henderson, Li Fei-Fei, Kilian M. Pohl, Ehsan Adeli:
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos. Medical Image Anal. 73: 102179 (2021) - [c64]Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto:
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. BMVC 2021: 304 - [c63]Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles:
CoCon: Cooperative-Contrastive Learning. CVPR Workshops 2021: 3384-3393 - [c62]Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli:
Metadata Normalization. CVPR 2021: 10917-10927 - [c61]Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles:
Home Action Genome: Cooperative Compositional Action Understanding. CVPR 2021: 11184-11193 - [c60]Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello:
Learning Privacy-preserving Optics for Human Pose Estimation. ICCV 2021: 2553-2562 - [c59]Jingwei Ji, Rishi Desai, Juan Carlos Niebles:
Detecting Human-Object Relationships in Videos. ICCV 2021: 8086-8096 - [c58]Vida Adeli, Mahsa Ehsanpour, Ian D. Reid, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli, Hamid Rezatofighi:
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild. ICCV 2021: 13370-13380 - [c57]Zelun Luo, Wanze Xie, Siddharth Kapoor, Yiyun Liang, Michael Cooper, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li:
MOMA: Multi-Object Multi-Actor Activity Parsing. NeurIPS 2021: 17939-17955 - [c56]Ehsan Adeli-Mosabbeb, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl:
Representation Learning with Statistical Independence to Mitigate Bias. WACV 2021: 2512-2522 - [i44]Daniel Zhang, Saurabh Mishra, Erik Brynjolfsson, John Etchemendy, Deep Ganguli, Barbara J. Grosz, Terah Lyons, James Manyika, Juan Carlos Niebles, Michael Sellitto, Yoav Shoham, Jack Clark, C. Raymond Perrault:
The AI Index 2021 Annual Report. CoRR abs/2103.06312 (2021) - [i43]Vida Adeli, Mahsa Ehsanpour, Ian D. Reid, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli, Hamid Rezatofighi:
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild. CoRR abs/2104.04029 (2021) - [i42]Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli:
Metadata Normalization. CoRR abs/2104.09052 (2021) - [i41]Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles:
CoCon: Cooperative-Contrastive Learning. CoRR abs/2104.14764 (2021) - [i40]Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles:
Home Action Genome: Cooperative Compositional Action Understanding. CoRR abs/2105.05226 (2021) - [i39]Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto:
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. CoRR abs/2106.11173 (2021) - [i38]Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong:
Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes. CoRR abs/2111.09452 (2021) - [i37]Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik:
PreViTS: Contrastive Pretraining with Video Tracking Supervision. CoRR abs/2112.00804 (2021) - [i36]Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi:
Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CoRR abs/2112.09583 (2021) - 2020
- [j8]Felipe Riquelme, Alfredo De Goyeneche, Yundong Zhang, Juan Carlos Niebles, Alvaro Soto:
Explaining VQA predictions using visual grounding and a knowledge base. Image Vis. Comput. 101: 103968 (2020) - [j7]Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, Abhijeet Shenoi, Adrien Gaidon, Juan Carlos Niebles:
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction. IEEE Robotics Autom. Lett. 5(2): 3485-3492 (2020) - [j6]Hsu-Kuang Chiu, Ehsan Adeli, Juan Carlos Niebles:
Segmenting the Future. IEEE Robotics Autom. Lett. 5(3): 4202-4209 (2020) - [j5]Vida Adeli, Ehsan Adeli, Ian Reid, Juan Carlos Niebles, Hamid Rezatofighi:
Socially and Contextually Aware Human Motion and Pose Forecasting. IEEE Robotics Autom. Lett. 5(4): 6033-6040 (2020) - [c55]Boxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles:
Adversarial Cross-Domain Action Recognition with Co-Attention. AAAI 2020: 11815-11822 - [c54]Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles:
Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs. CVPR 2020: 10233-10244 - [c53]Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, Juan Carlos Niebles:
Few-Shot Video Classification via Temporal Alignment. CVPR 2020: 10615-10624 - [c52]Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles:
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation. CVPR 2020: 10867-10876 - [c51]Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles:
Procedure Planning in Instructional Videos. ECCV (11) 2020: 334-350 - [c50]Linxi Fan, Shyamal Buch, Guanzhi Wang, Ryan Cao, Yuke Zhu, Juan Carlos Niebles, Li Fei-Fei:
RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition. ECCV (19) 2020: 505-521 - [c49]De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox:
Motion Reasoning for Goal-Based Imitation Learning. ICRA 2020: 4878-4884 - [c48]Mandy Lu, Kathleen L. Poston, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli:
Vision-Based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity. MICCAI (3) 2020: 637-647 - [c47]Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles:
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision. WACV 2020: 2773-2782 - [i35]Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, Abhijeet Shenoi, Adrien Gaidon, Juan Carlos Niebles:
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction. CoRR abs/2002.08945 (2020) - [i34]Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles:
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation. CoRR abs/2003.13942 (2020) - [i33]Vida Adeli, Ehsan Adeli, Ian Reid, Juan Carlos Niebles, Hamid Rezatofighi:
Socially and Contextually Aware Human Motion and Pose Forecasting. CoRR abs/2007.06843 (2020) - [i32]Mandy Lu, Kathleen L. Poston, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli:
Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity. CoRR abs/2007.08920 (2020)
2010 – 2019
- 2019
- [c46]Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei:
Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. CVPR Workshops 2019: 2960-2963 - [c45]Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles:
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation. CVPR 2019: 3546-3555 - [c44]Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei:
Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. CVPR 2019: 5725-5734 - [c43]De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles:
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration. CVPR 2019: 8565-8574 - [c42]Jingwei Ji, Kaidi Cao, Juan Carlos Niebles:
Learning Temporal Action Proposals With Fewer Labels. ICCV 2019: 7072-7081 - [c41]Borui Wang, Ehsan Adeli, Hsu-Kuang Chiu, De-An Huang, Juan Carlos Niebles:
Imitation Learning for Human Pose Prediction. ICCV 2019: 7123-7132 - [c40]De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, Juan Carlos Niebles:
Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning. IROS 2019: 2635-2642 - [c39]Yundong Zhang, Juan Carlos Niebles, Alvaro Soto:
Interpretable Visual Question Answering by Visual Grounding From Attention Supervision Mining. WACV 2019: 349-357 - [c38]Hsu-Kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles:
Action-Agnostic Human Pose Forecasting. WACV 2019: 1423-1432 - [i31]Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles:
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation. CoRR abs/1901.02598 (2019) - [i30]Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei:
Peeking into the Future: Predicting Future Person Activities and Locations in Videos. CoRR abs/1902.03748 (2019) - [i29]Hsu-Kuang Chiu, Ehsan Adeli, Juan Carlos Niebles:
Segmenting the Future. CoRR abs/1904.10666 (2019) - [i28]Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, Juan Carlos Niebles:
Few-Shot Video Classification via Temporal Alignment. CoRR abs/1906.11415 (2019) - [i27]Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles:
Procedure Planning in Instructional Videos. CoRR abs/1907.01172 (2019) - [i26]De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, Juan Carlos Niebles:
Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning. CoRR abs/1908.06769 (2019) - [i25]Borui Wang, Ehsan Adeli, Hsu-Kuang Chiu, De-An Huang, Juan Carlos Niebles:
Imitation Learning for Human Pose Prediction. CoRR abs/1909.03449 (2019) - [i24]Jingwei Ji, Kaidi Cao, Juan Carlos Niebles:
Learning Temporal Action Proposals With Fewer Labels. CoRR abs/1910.01286 (2019) - [i23]Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl:
Bias-Resilient Neural Network. CoRR abs/1910.03676 (2019) - [i22]Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles:
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision. CoRR abs/1911.01138 (2019) - [i21]De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox:
Motion Reasoning for Goal-Based Imitation Learning. CoRR abs/1911.05864 (2019) - [i20]Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles:
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs. CoRR abs/1912.06992 (2019) - [i19]Boxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles:
Adversarial Cross-Domain Action Recognition with Co-Attention. CoRR abs/1912.10405 (2019) - 2018
- [c37]De-An Huang, Shyamal Buch, Lucio M. Dery, Animesh Garg, Li Fei-Fei, Juan Carlos Niebles:
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos. CVPR 2018: 5948-5957 - [c36]De-An Huang, Vignesh Ramanathan, Dhruv Mahajan, Lorenzo Torresani, Manohar Paluri, Li Fei-Fei, Juan Carlos Niebles:
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets. CVPR 2018: 7366-7375 - [c35]Zelun Luo, Jun-Ting Hsieh, Lu Jiang, Juan Carlos Niebles, Li Fei-Fei:
Graph Distillation for Action Detection with Privileged Modalities. ECCV (14) 2018: 174-192 - [c34]Tz-Ying Wu, Juan-Ting Lin, Tsun-Hsuan Wang, Chan-Wei Hu, Juan Carlos Niebles, Min Sun:
Liquid Pouring Monitoring via Rich Sensory Inputs. ECCV (11) 2018: 352-369 - [c33]Bingbin Liu, Serena Yeung, Edward Chou, De-An Huang, Li Fei-Fei, Juan Carlos Niebles:
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos. ECCV (3) 2018: 569-586 - [c32]Jingwei Ji, Shyamal Buch, Alvaro Soto, Juan Carlos Niebles:
End-to-End Joint Semantic Segmentation of Actors and Actions in Video. ECCV (4) 2018: 734-749 - [c31]Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese:
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation. EMNLP 2018: 2657-2666 - [c30]Xiaoxue Zang, Marynel Vázquez, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese:
Behavioral Indoor Navigation With Natural Language Directions. HRI (Companion) 2018: 283-284 - [c29]Gabriel Sepulveda, Juan Carlos Niebles, Alvaro Soto:
A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation. ICRA 2018: 4646-4653 - [c28]Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles:
Learning to Decompose and Disentangle Representations for Video Prediction. NeurIPS 2018: 515-524 - [i18]Gabriel Sepulveda, Juan Carlos Niebles, Alvaro Soto:
A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation. CoRR abs/1803.04119 (2018) - [i17]Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles:
Learning to Decompose and Disentangle Representations for Video Prediction. CoRR abs/1806.04166 (2018) - [i16]De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles:
Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration. CoRR abs/1807.03480 (2018) - [i15]Yundong Zhang, Juan Carlos Niebles, Alvaro Soto:
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. CoRR abs/1808.00265 (2018) - [i14]Tz-Ying Wu, Juan-Ting Lin, Tsun-Hsuan Wang, Chan-Wei Hu, Juan Carlos Niebles, Min Sun:
Liquid Pouring Monitoring via Rich Sensory Inputs. CoRR abs/1808.01725 (2018) - [i13]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao:
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary. CoRR abs/1808.03766 (2018) - [i12]Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese:
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation. CoRR abs/1810.00663 (2018) - [i11]Hsu-Kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles:
Action-Agnostic Human Pose Forecasting. CoRR abs/1810.09676 (2018) - 2017
- [j4]Ivan Lillo, Juan Carlos Niebles, Alvaro Soto:
Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos. Image Vis. Comput. 59: 63-75 (2017) - [j3]Ivan Lillo, Juan Carlos Niebles, Alvaro Soto:
Corrigendum to "Sparse Composition of Body Poses and Atomic Actions for Human Activity Recognition in RGB-D Videos" [Image Vis. Comput. 59 (2017) 63-75]. Image Vis. Comput. 66: 48 (2017) - [c27]Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun:
Leveraging Video Descriptions to Learn Video Question Answering. AAAI 2017: 4334-4340 - [c26]Shyamal Buch, Victor Escorcia, Bernard Ghanem, Li Fei-Fei, Juan Carlos Niebles:
End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos. BMVC 2017 - [c25]De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles:
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. CVPR 2017: 1032-1041 - [c24]Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles, Min Sun:
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization. CVPR 2017: 1330-1338 - [c23]Shyamal Buch, Victor Escorcia, Chuanqi Shen, Bernard Ghanem, Juan Carlos Niebles:
SST: Single-Stream Temporal Action Proposals. CVPR 2017: 6373-6382 - [c22]Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles:
Dense-Captioning Events in Videos. ICCV 2017: 706-715 - [c21]Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles:
Visual Forecasting by Imitating Dynamics in Natural Sequences. ICCV 2017: 3018-3027 - [c20]Kazuki Kozuka, Juan Carlos Niebles:
Risky Region Localization with Point Supervision. ICCV Workshops 2017: 246-253 - [i10]De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles:
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. CoRR abs/1703.02521 (2017) - [i9]Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles:
Dense-Captioning Events in Videos. CoRR abs/1705.00754 (2017) - [i8]Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles, Min Sun:
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization. CoRR abs/1705.06560 (2017) - [i7]Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles:
Visual Forecasting by Imitating Dynamics in Natural Sequences. CoRR abs/1708.05827 (2017) - [i6]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch:
ActivityNet Challenge 2017 Summary. CoRR abs/1710.08011 (2017) - [i5]Zelun Luo, Lu Jiang, Jun-Ting Hsieh, Juan Carlos Niebles, Li Fei-Fei:
Graph Distillation for Action Detection with Privileged Information. CoRR abs/1712.00108 (2017) - 2016
- [c19]Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem:
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos. CVPR 2016: 1914-1923 - [c18]Ivan Lillo, Juan Carlos Niebles, Alvaro Soto:
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets. CVPR 2016: 1981-1990 - [c17]De-An Huang, Li Fei-Fei, Juan Carlos Niebles:
Connectionist Temporal Modeling for Weakly Supervised Action Labeling. ECCV (4) 2016: 137-153 - [c16]Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, Min Sun:
Title Generation for User Generated Videos. ECCV (2) 2016: 609-625 - [c15]Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem:
DAPs: Deep Action Proposals for Action Understanding. ECCV (3) 2016: 768-784 - [i4]Ivan Lillo, Juan Carlos Niebles, Alvaro Soto:
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets. CoRR abs/1606.04992 (2016) - [i3]De-An Huang, Li Fei-Fei, Juan Carlos Niebles:
Connectionist Temporal Modeling for Weakly Supervised Action Labeling. CoRR abs/1607.08584 (2016) - [i2]Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, Min Sun:
Title Generation for User Generated Videos. CoRR abs/1608.07068 (2016) - [i1]Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun:
Leveraging Video Descriptions to Learn Video Question Answering. CoRR abs/1611.04021 (2016) - 2015
- [c14]Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles:
ActivityNet: A large-scale video benchmark for human activity understanding. CVPR 2015: 961-970 - [c13]Victor Escorcia, Juan Carlos Niebles, Bernard Ghanem:
On the relationship between visual attributes and convolutional networks. CVPR 2015: 1256-1264 - [c12]Bernard Ghanem, Ali K. Thabet, Juan Carlos Niebles, Fabian Caba Heilbron:
Robust Manhattan Frame estimation from a single RGB-D image. CVPR 2015: 3772-3780 - 2014
- [c11]Fabian Caba Heilbron, Ali K. Thabet, Juan Carlos Niebles, Bernard Ghanem:
Camera Motion and Surrounding Scene Appearance as Context for Action Recognition. ACCV (4) 2014: 583-597 - [c10]Ivan Lillo, Alvaro Soto, Juan Carlos Niebles:
Discriminative Hierarchical Modeling of Spatio-temporally Composable Human Activities. CVPR 2014: 812-819 - [c9]Fabian Caba Heilbron, Juan Carlos Niebles:
Collecting and Annotating Human Activities in Web Videos. ICMR 2014: 377 - 2013
- [j2]Mani Golparvar Fard, Arsalan Heydarian, Juan Carlos Niebles:
Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers. Adv. Eng. Informatics 27(4): 652-663 (2013) - [c8]Victor Escorcia, Juan Carlos Niebles:
Spatio-temporal Human-Object Interactions for Action Recognition in Videos. ICCV Workshops 2013: 508-514 - 2010
- [c7]Juan Carlos Niebles, Bohyung Han, Li Fei-Fei:
Efficient extraction of human motion volumes by tracking. CVPR 2010: 655-662 - [c6]Juan Carlos Niebles, Chih-Wei Chen, Li Fei-Fei:
Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification. ECCV (2) 2010: 392-405
2000 – 2009
- 2009
- [c5]Bangpeng Yao, Juan Carlos Niebles, Li Fei-Fei:
Mining discriminative adjectives and prepositions for natural scene recognition. CVPR Workshops 2009: 100-106 - 2008
- [j1]Juan Carlos Niebles, Hongcheng Wang, Li Fei-Fei:
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words. Int. J. Comput. Vis. 79(3): 299-318 (2008) - [c4]Juan Carlos Niebles, Bohyung Han, Andras Ferencz, Li Fei-Fei:
Extracting Moving People from Internet Videos. ECCV (4) 2008: 527-540 - 2007
- [c3]Li-Jia Li, Juan Carlos Niebles, Li Fei-Fei:
OPTIMOL: A Framework for Online Picture Collection via Incremental Model Learning. AAAI 2007: 1987-1988 - [c2]Juan Carlos Niebles, Li Fei-Fei:
A Hierarchical Model of Shape and Appearance for Human Action Classification. CVPR 2007 - 2006
- [c1]Juan Carlos Niebles, Hongcheng Wang, Li Fei-Fei:
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words. BMVC 2006: 1249-1258
Coauthor Index
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