Roy, Nirmalya

1. A Survey on Efficient Vision-Language Models
   2025/04/13 by Gaurav Shinde, Anuradha Ravi, Shinde, Gaurav +9 · 9 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
2. Novel Categories Discovery Via Constraints on Empirical Prediction Statistics
   2023/07/07 by Zahid Hasan, Abu Zaher Md Faridee, Hasan, Zahid +11 · 3 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
3. NEV-NCD: Negative Learning, Entropy, and Variance regularization based novel action categories discovery
   2023/04/14 by Hasan, Zahid, Ahmed, Masud, Faridee, Abu Zaher Md +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments
   2024/02/06 by Jumman Hossain, Hossain, Jumman, Abu-Zaher Faridee +9 · 1 citation
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
5. EnCoMP: Enhanced Covert Maneuver Planning with Adaptive Threat-Aware Visibility Estimation using Offline Reinforcement Learning
   2024/03/29 by Jumman Hossain, Hossain, Jumman, Abu-Zaher Faridee +6 · 1 citation
   Computer Science · Engineering · #Robotic Path Planning Algorithms #Advanced Malware Detection Techniques #Autonomous Vehicle Technology and Safety