Research Track

List of accepted papers in AIML Systems 2022

Authors: Serene Banerjee (Ericsson)*; Joy Bose (Ericsson); Sleeba Paul Puthepurakel (Ericsson); Pratyush Kiran Uppuluri (Ericsson); Subhadip Bandyopadhyay (Ericsson); Y Sree Kanth Reddy (Ericsson); Ranjani H. G. (Ericsson)  

2. An hardware accelerator design of Mobile-Net model on FPGA

Authors: Madhav Rao (International Institute of information Technology, Bangalore)*; Sanjaya M V (IIIT Bangalore)

3. A Hybrid Planning System for Smart Charging of Electric Fleets [Paper ID: 18]

Authors: Kshitij Garg (TCS Research); Ajay Narayanan (TCS Research); Prasant Misra (TCS Research)*; Arunchandar Vasan (TCS Research); Vivek Bandhu (TCS); Debarupa Das (TCS)

4. Unposed: Unsupervised Pose Estimation based Product Image Recommendations

Authors: Saurabh Sharma (Amazon India)*; Faizan Ahemad (Amazon India)

5. Efficient Graph based Recommender System with Weighted Averaging of Messages [Paper ID: 31]

Authors: Faizan Ahemad (Amazon India)*

6. Privacy of Network Embeddings and the Right to Forget

Authors: Kanchi Gopinath (Plaksha Univ)*

7. Modeling Email Server I/O Events As Multi-temporal Point

Authors: Vinayaka R Kamath (Microsoft Research India)*; Sreangsu Acharyya (Microsoft Research); Venkat Padmanabhan (Microsoft); Samantha Chandrasekar (Microsoft); Eva Sinclair (Microsoft)

8. Ensembling Deep Learning And CIELAB Color Space Model for Fire Detection from UAV images [Paper ID: 45]

Authors: Yash Jain (Indian Institute of Technology Roorkee)*; Vishu Saxena (Indian Institute of Technology Roorkee); Sparsh Mittal (IIT Roorkee)

9. DEC-aided SM-OFDM: A Spatial Modulation System with Deep Learning based Error Correction [Paper ID: 49]

Authors: Harsh Verma (IIIT Delhi)*; Vivek Bohara (IIIT Delhi); Anubha Gupta (Indraprastha Institute of Information Technology-Delhi (IIITD))

10. CluSpa: Computation Reduction in CNN Inference by exploiting Clustering and Sparsity

Authors: Chetan Ingle (Indian Institute of Technology Guwahati); Imljungla Longchar (Indian Institute of Technology Guwahati); Amey A Varhade (Indian Institute of Technology Guwahati)*; Saurabh Baranwal (Indian Institute of Technology Guwahati); Hemangee K Kapoor (Indian Institute of Technology Guwahati)

11. Acceleration-aware, Retraining-free Evolutionary Pruning for Automated Fitment of Deep Learning Models on Edge Devices [Paper ID: 53]

Authors: Jeet Dutta (TCS Research); Arijit Mukherjee (TCS Research)*; Swarnava Dey (TCS Research, Tata Consultancy Services Ltd.); Arpan Pal (Tata Consultancy Services)

12. Hetero-Rec: Optimal Deployment of Embeddings for High-Speed Recommendations [Paper ID: 55]

Authors: Chinmay N Mahajan (TCS); Ashwin Krishnan (TCS Research)*; Manoj Nambiar (TCS); Rekha Singhal (TCS)

13. System Design for an Integrated Lifelong Reinforcement Learning Agent For Real-Time Strategy Games [Paper ID: 64]

Authors: Indranil Sur (SRI International )*; Zachary A Daniels (SRI International); Aswin Raghavan (SRI International); Jesse Hostetler (SRI International); Abrar Rahman (SRI International); Michael R Piacentino (SRI International); Ajay Divakaran (SRI, USA); Roberto Corizzo (American University); Kamil Faber (AGH University of Science and Technology); Nathalie Japkowicz (American University); Michael Baron (); James S Smith (Georgia Institute of Technology); Sahana Joshi (Georgia Tech); Zsolt Kira (Georgia Institute of Technology); Tyler L Hayes (RIT); Christopher Kanan (University of Rochester); Gianmarco J Gallardo (ROCHESTER INSTITUTE OF TECHNOLOGY)

14. RIDEN: uniform density histogram via reference instance discriminator with entropy maximization for distribution shift detection [Paper ID: 67]

Authors: Kei Yonekawa (KDDI Research, Inc.)*; Kazuhiro Saito (KDDI Research, Inc.); Mori Kurokawa (KDDI Research, Inc.)

15. Unsupervised Early Exit in DNNs with Multiple Exits

Authors: Hari Narayan N U (Indian Institute of Technology, Bombay); Manjesh Kumar Hanawal (IIT Bombay)*; Avinash Bhardwaj (IIT Bombay)

16. Patch-wise Features for Blur Image Classification

Authors: Sri Charan Kattamuru (Indian Institute of Information Technology Sricity)*; Kshitij Agrawal (Swiggy); Abhishek Bose (Swiggy); Shyam Adhikari (Swiggy); Hemant Misra (Swiggy)

17. Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit [Paper ID: 70]

Authors: Kiran Purohit (IIT Kharagpur)*; Anurag Parvathgari (IIT Kharagpur); Soumi Das (Indian Institute of Technology, Kharagpur); Sourangshu Bhattacharya (IIT KHARAGPUR)

18. DNN based Adaptive User Pairing and Power Allocation to achieve 𝛼-Fairness in NOMA Systems with Imperfections in SIC

Authors: Siva Mouni Nemalidinne (Indian Institute of Technology Hyderabad)*; Pavan Kumar Reddy Manne (Indian Institute of Technology Hyderabad); Abhinav Kumar (Indian Institute of Technology Hyderabad); Prabhat Kumar Upadhyay (Indian Institute of Technology Indore)