Kamra, Nitin
- DynGEM: Deep Embedding Method for Dynamic Graphs
2018/05/29 by Palash Goyal, Nitin Kamra, Goyal, Palash +5 · 31 citations
Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Human Mobility and Location-Based Analysis
- Pretrained Language Models as Visual Planners for Human Assistance
2023/04/17 by Dhruvesh Patel, Hamid Eghbal-zadeh, Patel, Dhruvesh +9 · 7 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
- Multi-agent Trajectory Prediction with Fuzzy Query Attention
2020/10/29 by Nitin Kamra, Hao Zhu, Kamra, Nitin +7 · 3 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- Deep Generative Dual Memory Network for Continual Learning
2017/10/28 by Nitin Kamra, Umang Gupta, Kamra, Nitin +3 · 3 citations
Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sleep and Wakefulness Research
- Action Dynamics Task Graphs for Learning Plannable Representations of Procedural Tasks
2023/01/11 by Weichao Mao, Mao, Weichao, Ruta Desai +5 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Automation Interaction and Safety #Machine Learning (cs.LG)
- Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents
2025/10/25 by Vijay Veerabadran, Veerabadran, Vijay, Fanyi Xiao +23 · 1 voice · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG