AIMLSystems

Keyphrases

Publications

2022

Yash Jain, Vishu Saxena, Sparsh Mittal
Ensembling Deep Learning And CIELAB Color Space Model for Fire Detection from UAV images. AIMLSystems (2022)
Hemant Rathore, Mohit Sewak
Malware Analysis and Detection. AIMLSystems (2022)
Saurabh Sharma, Faizan Ahemad
Unposed: Unsupervised Pose Estimation based Product Image Recommendations. AIMLSystems (2022)
Kei Yonekawa, Kazuhiro Saito, Mori Kurokawa
RIDEN: Neural-based Uniform Density Histogram for Distribution Shift Detection. AIMLSystems (2022)
Chinmay Mahajan, Ashwin Krishnan, Manoj Nambiar, Rekha Singhal
Hetero-Rec: Optimal Deployment of Embeddings for High-Speed Recommendations. AIMLSystems (2022)
Serene Banerjee, Joy Bose, Sleeba Paul Puthepurakel, Pratyush Kiran Uppuluri, Subhadip Bandyopadhyay, Y. Sree Kanth Reddy, Ranjani H. G.
Link-Adaptation for Improved Quality-of-Service in V2V Communication using Reinforcement Learning. AIMLSystems (2022)
Arijit Mukherjee, Arijit Ukil, Swarnava Dey, Gitesh Kulkarni
TinyML Techniques for running Machine Learning models on Edge Devices. AIMLSystems (2022)
Sujoy Roy Chowdhury, Serene Banerjee, Ranjani H. G, Chaitanya Kapoor
Identification of Causal Dependencies in Multivariate Time Series. AIMLSystems (2022)
Sanjaya M. V, Madhav Rao
An hardware accelerator design of Mobile-Net model on FPGA. AIMLSystems (2022)
Harsh Verma, Vivek Ashok Bohara, Anubha Gupta
DEC-aided SM-OFDM: A Spatial Modulation System with Deep Learning based Error Correction. AIMLSystems (2022)
Kiran Purohit, Anurag Parvathgari, Soumi Das, Sourangshu Bhattacharya
Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit. AIMLSystems (2022)
Jeet Dutta, Swarnava Dey, Arijit Mukherjee, Arpan Pal
Acceleration-aware, Retraining-free Evolutionary Pruning for Automated Fitment of Deep Learning Models on Edge Devices. AIMLSystems (2022)
Faizan Ahemad
Efficient Graph based Recommender System with Weighted Averaging of Messages. AIMLSystems (2022)
Yaswanth Reddy, Sumanth Sadu, Abhinav Ganesan, Jose Mathew
Address Location Correction System for Q-commerce. AIMLSystems (2022)
Dhruv Patel, Shrey Pandey, Abhishek Sharma
Efficient Vector Store System for Python using Shared Memory. AIMLSystems (2022)
Kshitij Garg, Ajay Narayanan, Prasant Misra, Arunchandar Vasan, Vivek Bandhu, Debarupa Das
A Hybrid Planning System for Smart Charging of Electric Fleets. AIMLSystems (2022)
Kaushik Roy, Usha Lokala, Manas Gaur, Amit P. Sheth
Tutorial: Neuro-symbolic AI for Mental Healthcare. AIMLSystems (2022)
Piyush Manavar, Sharyu Vijay Mukhekar, Manoj Nambiar
Performance Evaluation of gcForest inferencing on multi-core CPU and FPGA. AIMLSystems (2022)
Anirban I Ghosh, Radhika Sharma, Karan Goyal, Balakarthikeyan Rajan, Senthil Mani
Health Assurance: AI Model Monitoring Platform. AIMLSystems (2022)
Imlijungla Longchar, Amey Varhade, Chetan Ingle, Saurabh Baranwal, Hemangee K. Kapoor
CluSpa: Computation Reduction in CNN Inference by exploiting Clustering and Sparsity. AIMLSystems (2022)
Rajeev Gupta, Ranganath Kondapally
Large-Scale Entity Extraction from Enterprise Data. AIMLSystems (2022)
Sri Charan Kattamuru, Kshitij Agrawal, Abhishek Bose, Shyam Prasad Adhikari, Hemant Misra
Patch-wise Features for Blur Image Classification. AIMLSystems (2022)
Indranil Sur, Zachary Daniels, Abrar Rahman, Kamil Faber, Gianmarco J. Gallardo, Tyler L. Hayes, Cameron E. Taylor, Mustafa Burak Gurbuz, James Seale Smith, Sahana Pramod Joshi, Nathalie Japkowicz, Michael Baron, Zsolt Kira, Christopher Kanan, Roberto Corizzo, Ajay Divakaran, Michael Piacentino, Jesse Hostetler, Aswin Raghavan
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. AIMLSystems (2022)
Vinayaka Kamath, Eva Sinclair, Damon Gilkerson, Venkat N. Padmanabhan, Sreangsu Acharyya
Modeling Email Server I/O Events As Multi-temporal Point Processes. AIMLSystems (2022)
Proceedings of the Second International Conference on AI-ML Systems, AIMLSystems 2022, Bangalore, India, October 12-15, 2022 AIMLSystems (2022)
Takao Nakagawa, Kenichiro Narita, Kyoung-Sook Kim
How Provenance helps Quality Assurance Activities in AI/ML Systems. AIMLSystems (2022)
Siva Mouni Nemalidinne, Pavan Kumar Reddy Manne, Abhinav Kumar, Prabhat Kumar Upadhyay
DNN based Adaptive User Pairing and Power Allocation to achieve α-Fairness in NOMA Systems with Imperfections in SIC. AIMLSystems (2022)
Kavya Borra, Ashwin Krishnan, Harshad Khadilkar, Manoj Nambiar, Ansuma Basumatary, Rekha Singhal, Arijit Mukherjee
Performance improvement of reinforcement learning algorithms for online 3D bin packing using FPGA. AIMLSystems (2022)
Arijit Mukherjee, Swarnava Dey
Automated Deep Learning Model Partitioning for Heterogeneous Edge Devices. AIMLSystems (2022)
Hari Narayan N. U, Manjesh Kumar Hanawal, Avinash Bhardwaj
Unsupervised Early Exit in DNNs with Multiple Exits. AIMLSystems (2022)

2021