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2nd AIMLSystems 2022: Bangalore, India
- Proceedings of the Second International Conference on AI-ML Systems, AIMLSystems 2022, Bangalore, India, October 12-15, 2022. ACM 2022, ISBN 978-1-4503-9847-3
- Serene Banerjee
, Joy Bose
Link-Adaptation for Improved Quality-of-Service in V2V Communication using Reinforcement Learning. 1:1-1:7 - Sanjaya M. V
An hardware accelerator design of Mobile-Net model on FPGA. 2:1-2:9 - Kshitij Garg, Ajay Narayanan
A Hybrid Planning System for Smart Charging of Electric Fleets. 3:1-3:9 - Saurabh Sharma
Unposed: Unsupervised Pose Estimation based Product Image Recommendations. 4:1-4:8 - Faizan Ahemad
Efficient Graph based Recommender System with Weighted Averaging of Messages. 5:1-5:10 - Vinayaka Kamath
Modeling Email Server I/O Events As Multi-temporal Point Processes. 6:1-6:9 - Yash Jain
Ensembling Deep Learning And CIELAB Color Space Model for Fire Detection from UAV images. 7:1-7:9 - Harsh Verma, Vivek Ashok Bohara, Anubha Gupta:
DEC-aided SM-OFDM: A Spatial Modulation System with Deep Learning based Error Correction. 8:1-8:6 - Imlijungla Longchar, Amey Varhade, Chetan Ingle, Saurabh Baranwal, Hemangee K. Kapoor
CluSpa: Computation Reduction in CNN Inference by exploiting Clustering and Sparsity. 9:1-9:8 - Jeet Dutta
Acceleration-aware, Retraining-free Evolutionary Pruning for Automated Fitment of Deep Learning Models on Edge Devices. 10:1-10:10 - Chinmay Mahajan
Hetero-Rec: Optimal Deployment of Embeddings for High-Speed Recommendations. 11:1-11:9 - Indranil Sur
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. 12:1-12:9 - Kei Yonekawa
RIDEN: Neural-based Uniform Density Histogram for Distribution Shift Detection. 13:1-13:9 - Hari Narayan N. U, Manjesh Kumar Hanawal, Avinash Bhardwaj
Unsupervised Early Exit in DNNs with Multiple Exits. 14:1-14:9 - Sri Charan Kattamuru
Patch-wise Features for Blur Image Classification. 15:1-15:7 - Kiran Purohit
Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit. 16:1-16:8 - Siva Mouni Nemalidinne
DNN based Adaptive User Pairing and Power Allocation to achieve α-Fairness in NOMA Systems with Imperfections in SIC. 17:1-17:5 - Kavya Borra
Performance improvement of reinforcement learning algorithms for online 3D bin packing using FPGA. 18:1-18:7 - Arijit Mukherjee
Automated Deep Learning Model Partitioning for Heterogeneous Edge Devices. 19:1-19:8 - Piyush Manavar
Performance Evaluation of gcForest inferencing on multi-core CPU and FPGA. 20:1-20:7 - Anirban I Ghosh
Health Assurance: AI Model Monitoring Platform. 21:1-21:7 - Dhruv Patel, Shrey Pandey, Abhishek Sharma:
Efficient Vector Store System for Python using Shared Memory. 22:1-22:6 - Yaswanth Reddy, Sumanth Sadu, Abhinav Ganesan, Jose Mathew:
Address Location Correction System for Q-commerce. 23:1-23:7 - Takao Nakagawa
How Provenance helps Quality Assurance Activities in AI/ML Systems. 24:1-24:9 - Hemant Rathore, Mohit Sewak:
Malware Analysis and Detection. 25:1-25:2 - Sujoy Roychowdhury
Identification of Causal Dependencies in Multivariate Time Series. 26:1-26:3 - Arijit Mukherjee
TinyML Techniques for running Machine Learning models on Edge Devices. 27:1-27:2 - Kaushik Roy
Tutorial: Neuro-symbolic AI for Mental Healthcare. 28:1-28:3 - Rajeev Gupta
Large-Scale Entity Extraction from Enterprise Data. 29:1-29:2
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