Mani Srivastava

1. FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
   2023/10/30 by Shengzhong Liu, Tomoyoshi Kimura, Liu, Shengzhong +13 · 9 citations
   Computer Science · Engineering · #Music and Audio Processing #Advanced Chemical Sensor Technologies #Time Series Analysis and Forecasting
2. NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations
   2019/11/18 by Xijie Huang, Huang, Xijie, Moustafa Alzantot +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. GenAttack: Practical Black-box Attacks with Gradient-Free Optimization
   2018/05/28 by Moustafa Alzantot, Yash Sharma, Alzantot, Moustafa +9 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Penetrative AI: Making LLMs Comprehend the Physical World
   2023/10/14 by Huatao Xu, Liying Han, Xu, Huatao +6 · 6 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Automatic Concept Extraction for Concept Bottleneck-based Video Classification
   2022/06/21 by Jeya Vikranth Jeyakumar, Jeyakumar, Jeya Vikranth, Luke Dickens +16 · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
6. LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces
   2024/03/28 by Xiaomin Ouyang, Ouyang, Xiaomin, Mani Srivastava +1 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
7. GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
   2025/02/03 by Kang Yang, Yang, Kang, Gaofeng Dong +7 · 6 citations
   Engineering · #FOS: Computer and information sciences #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI)
8. Predictive system shutdown and other architectural techniques for energy efficient programmable computation
   1996/03/01 by M.B. Srivastava, Mani Srivastava, Anantha P. Chandrakasan +2 · 1 citation
   Computer Science · Engineering · #Embedded Systems Design Techniques #Green IT and Sustainability #Parallel Computing and Optimization Techniques
9. SenseGen: A Deep Learning Architecture for Synthetic Sensor Data\n Generation
   2017/01/30 by Moustafa Alzantot, Alzantot, Moustafa, Supriyo Chakraborty +3 · 1 citation
   Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #User Authentication and Security Systems
10. MindGuard: Towards Accessible and Sitgma-free Mental Health First Aid via Edge LLM
    2024/09/16 by Sungdae Ji, Ji, Sijie, Jiawei Sun +8 · 3 citations
    Psychology · #Digital Mental Health Interventions
11. Why Don't You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations
    2023/07/24 by Yi Han, Han, Yi, Matthew Chan +13 · 1 citation
    Computer Science · Physics and Astronomy · Engineering · #Adversarial Robustness in Machine Learning #Advanced Optical Sensing Technologies #Integrated Circuits and Semiconductor Failure Analysis
12. Heteroskedastic Geospatial Tracking with Distributed Camera Networks
    2023/06/04 by Colin Samplawski, Samplawski, Colin, Shiwei Fang +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Vehicular Ad Hoc Networks (VANETs) #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC)
13. On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study
    2024/04/03 by Tomoyoshi Kimura, Kimura, Tomoyoshi, Jinyang Li +21 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Speech and Audio Processing #Structural Health Monitoring Techniques #electronic engineering #information engineering