AIMLSystems

Keyphrases

Publications

2023

Vamshi Krishna Kancharla, Neelam Sinha
YOLOv7-DocInstSeg: Efficient Instance Segmentation Framework for Document Analysis and Recognition. AIMLSystems (2023)
Syed Mujibul Islam, Jayeeta Mondal, Shalini Mukhopadhyay, Abhishek Roychoudhury, Swarnava Dey, Arijit Mukherjee
TinyML Demonstration of Time-series Prediction and Vision-based Gesture Recognition. AIMLSystems (2023)
Sourav Seal, Divyashikha Sethia
Soil Moisture Prediction Using Deep Learning on Hyperspectral Data. AIMLSystems (2023)
Ishika Agarwal, Shradha Sehgal, Varun Goyal, Prathamesh Sonawane
QuickAns: A Virtual Teaching Assisstant. AIMLSystems (2023)
Soma Bandyopadhyay, Sudeshna Sarkar
Exploring Causality Aware Data Synthesis. AIMLSystems (2023)
Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy
TinyML-Driven On-Device Personalized Human Activity Recognition and Auto-Deployment to Smart Bands. AIMLSystems (2023)
Krishan Sharma, Shikha Gupta, Raaga Narla
TrafficMon: A Traffic Monitoring Suite. AIMLSystems (2023)
Prudhvi Nokku
Democratic Evaluation Framework among Organizations. AIMLSystems (2023)
Preeti Gopal, Sivaram Prasad Mudunuri, Sumit Kumar Dutta, Kamiya Motwani
Uncovering Critical Products in Retail Baskets: A Predictive Modelling Approach to Increase Order Fulfilment. AIMLSystems (2023)
Sadbodh Sharma, Umar Abdullah, Jagadeeshwar Reddy, Surya Prabha Vadlamani
SmartShadow: Re-ID Solution for Multi-Target Multi-Camera Scenarios. AIMLSystems (2023)
Abhijeet Pandey, Rishav Gupta, Abhishek Mishra
SToRM: Smart ticket resolution steps recommendation in facilities management. AIMLSystems (2023)
Sharath M. Shankaranarayana
Model Uncertainty based Active Learning on Tabular Data using Boosted Trees. AIMLSystems (2023)
Vikram Singh, Devanand Gamboir
Unveiling User Influence: An Adaptive Algorithm for Socialness Estimation through User-Reply Semantics. AIMLSystems (2023)
Soma Bandyopadhyay, Anish Datta, Mudassir Ali Sayyed, Tapas Chakravarty, Arpan Pal, Chirabrata Bhaumik
Physics Guided Generative Learning for Domain Adaptable Data Synthesis : Progressive Fault Synthesization for Predictive Machine Maintenance. AIMLSystems (2023)
Sumit Soman, Ranjani H. G.
Observations on LLMs for Telecom Domain: Capabilities and Limitations. AIMLSystems (2023)
Raghav Venkata Ambati, Ayon Borthakur
A Study on Tiny YOLO for Resource Constrained XRay Threat Detection. AIMLSystems (2023)
Rabina Khatun, Nilanjan Sinhababu
Improved Sequence Predictions using Knowledge Graph Embedding for Large Language Models. AIMLSystems (2023)
Swarnava Dey
Designing a Bare Minimum Face Recognition Architecture for Bare Metal Edge Devices: An Experience Report. AIMLSystems (2023)
Amresh Kumar, Dhipu T. M, Rajesh R
SWAra ROOPantaran (SWAROOP) : A Tool for Transcription, Translation and Speech Synthesis. AIMLSystems (2023)
Divya Jyoti Bajpai, Vivek Kumar Trivedi, Sohan L. Yadav, Manjesh Kumar Hanawal
SplitEE: Early Exit in Deep Neural Networks with Split Computing. AIMLSystems (2023)
Mandeep Singh, Viraj Patel, Ritik Kumar, Samrat Nath, Abhishek Mishra
Machine Learning Driven Performance Benchmarking for Energy Efficiency. AIMLSystems (2023)
Anupam Purwar, Rahul Sundar
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface. AIMLSystems (2023)
Aditya Kasliwal, Ishaan Gakhar, Aryan Bhavin Kamani
CoReGAN: Contrastive Regularized Generative Adversarial Network for Guided Depth Map Super Resolution. AIMLSystems (2023)
Jayeeta Mondal, Swarnava Dey, Arijit Mukherjee
Binary Convolutional Neural Network for Efficient Gesture Recognition at Edge. AIMLSystems (2023)
Bhaskarjit Sarmah, Dhagash Mehta, Stefano Pasquali, Tianjie Zhu
Towards reducing hallucination in extracting information from financial reports using Large Language Models. AIMLSystems (2023)
Nistala Krishna, Ashwin Krishnan, Manoj Nambiar
GPU Implementation: Accelerating 3D-Bin Packing Problem. AIMLSystems (2023)
Amit Sangroya, Suparshva Jain, C. Anantaram, Lovekesh Vig
Conceptual Explanations of ECG Classification using Large Language Models. AIMLSystems (2023)
Naveen Kanigiri, Manohar Suggula, Debanjali Bhattacharya, Neelam Sinha
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human vision. AIMLSystems (2023)
Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy
From Wrist to World: Harnessing Wearable IMU Sensors and TinyML to Enable Smart Environment Interactions. AIMLSystems (2023)
Renju C. Nair, Madhav Rao, Muralidhara V. N
SecureFrameNet: A rich computing capable secure framework for deploying neural network models on edge protected system. AIMLSystems (2023)
Kshitij Garg, Prasant Misra, Yogesh Bichpuriya, Arunchandar Vasan
Managed Bidirectional Charging of Electric Fleets with Arbitrage. AIMLSystems (2023)
Ratul Kishore Saha, Rekha Singhal, Manoj Nambiar
CAMOT: Content Aware Multi Object Tracking. AIMLSystems (2023)
Sharan Mourya Bathala, Saidhiraj Amuru, Kiran Kumar Kuchi
Multi-Task Learning for massive MIMO CSI Feedback. AIMLSystems (2023)
Vishal Verma, Akriti Upreti, Kartavya Kothari, Utkarsh Thukral
FENCE: Fairplay Ensuring Network Chain Entity for Real-Time Multiple ID Detection at Scale In Fantasy Sports. AIMLSystems (2023)
Proceedings of the Third International Conference on AI-ML Systems, AIMLSystems 2023, Bangalore, India, October 25-28, 2023 AIMLSystems (2023)
Debanjan Sadhukhan, Sachin Kumar, Swarit Sankule, Tridib Mukherjee
t-RELOAD: A REinforcement Learning-based Recommendation for Outcome-driven Application. AIMLSystems (2023)
Ajay Kattepur, Swarup Kumar Mohalik, Ian Burdick, Marin Orlic, Leonid Mokrushin
CONRAD: Cognitive Intent Driven 5G Network Slice Planning and Design. AIMLSystems (2023)
Jaykumar Kasundra, Shreyans Dhankhar
Adapting Open-Source LLMs for Contract Drafting and Analyzing Multi-Role vs. Single-Role Behavior of ChatGPT for Synthetic Data Generation. AIMLSystems (2023)
Zitha Sasindran, Harsha Yelchuri, Prabhakar Venkata Tamma, Pooja Rao
MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones. AIMLSystems (2023)
Guneet Singh Kohli, Shantipriya Parida, Sambit Sekhar, Samirit Saha, Nipun B. Nair, Parul Agarwal, Sonal Khosla, Kusumlata Patiyal, Debasish Dhal
Building a Llama2-finetuned LLM for Odia Language Utilizing Domain Knowledge Instruction Set. AIMLSystems (2023)
Saradindu Kar, Akash Mondal
Leveraging Uncertainty for Credit Risk Estimation and Reliable Predictions in lending decision making. AIMLSystems (2023)
Binay Gupta, Saptarshi Misra, Anirban Chatterjee, Kunal Banerjee
Are you a Foodie looking for New Cookies to try out? Better not ask an LLM. AIMLSystems (2023)
Kartikay Bagla, Shivam Gupta, Ankit Kumar, Anuj Gupta
Noisy Text Data: foible of popular Transformer based NLP models. AIMLSystems (2023)
Satyapreet Singh Yadav, Chetan Singh Thakur, Adithya M. D, Shreyansh Anand, Madhu Munasala, Dileep Kankipati
Live Demonstration: Real-time Gesture Recognition Using tinyRadar for Edge Computing. AIMLSystems (2023)
Archana Ramachandran, Sumohana S. Channappayya
Perceptually-Inspired Local Source Normalization for Adversarial Robustness. AIMLSystems (2023)
Vivek Parmar, Manan Suri
Binarized-Distance Computation for performing low-power Face Recognition with optimized storage. AIMLSystems (2023)
Renu M. Rameshan, Meet Pandya, Somya Goel
DepScan: 3D Under Vehicle Scanning System. AIMLSystems (2023)
Neeraj Kumar Sharma, Sakeena Shahid, Subodh Kumar, Sanjeev Sharma, Rakesh Kumar Gupta, Naveen Kumar
Predicting Depth of Anesthesia using EEG Signals and Deep Convolution Network. AIMLSystems (2023)
Ritesh S. Soun, Aadya Nair
ChatGPT for Mental Health Applications: A study on biases. AIMLSystems (2023)
Prashanth H. C., Yash Dharmesh Mogal, Madhav Rao
Design-Space Exploration of Systolic Array for Edge Inferencing Applications. AIMLSystems (2023)