Ahuja, Nilesh

1. Anomalib: A Deep Learning Library for Anomaly Detection
   2022/02/16 by Samet Akçay, Dick Ameln, Akcay, Samet +9 · 8 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
2. A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing
   2022/08/24 by Datta, Parual, Ahuja, Nilesh, Somayazulu, V. Srinivasa +1 · 3 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Out-Of-Distribution Detection With Subspace Techniques And Probabilistic Modeling Of Features
   2020/12/08 by Ndiour, Ibrahima, Ahuja, Nilesh, Tickoo, Omesh · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. FRE: A Fast Method For Anomaly Detection And Segmentation
   2022/11/23 by Ndiour, Ibrahima, Ahuja, Nilesh, Genc, Utku +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Rate-Distortion Theory in Coding for Machines and its Application
   2023/05/26 by Harell, Alon, Foroutan, Yalda, Ahuja, Nilesh +6 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #electronic engineering #information engineering
6. Robust Contrastive Active Learning with Feature-guided Query Strategies
   2021/09/13 by Krishnan, Ranganath, Ahuja, Nilesh, Sinha, Alok +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Uncertainty Quantification in Continual Open-World Learning
   2024/12/21 by Amanda Rios, Rios, Amanda S., Ibrahima J. Ndiour +9 · 1 citation
   Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications #Machine Learning and Algorithms
8. TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress
   2025/02/21 by Onat Güngör, Amanda Rios, Gungor, Onat +5 · 1 citation
   Computer Science · Environmental Science · #Anomaly Detection Techniques and Applications #Air Quality Monitoring and Forecasting