Kaushik Roy
Purdue University
H-index: 123
North America-United States
Top articles of Kaushik Roy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
EV-Planner: Energy-Efficient Robot Navigation via Event-Based Physics-Guided Neuromorphic Planner | IEEE Robotics and Automation Letters | Sourav Sanyal Rohan Kumar Manna Kaushik Roy | 2024/1/8 |
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models | arXiv preprint arXiv:2402.10353 | Kang He Yinghan Long Kaushik Roy | 2024/2/15 |
AdaGossip: Adaptive Consensus Step-size for Decentralized Deep Learning with Communication Compression | arXiv e-prints | Sai Aparna Aketi Abolfazl Hashemi Kaushik Roy | 2024/4 |
Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples | arXiv preprint arXiv:2403.08618 | Sangamesh Kodge Deepak Ravikumar Gobinda Saha Kaushik Roy | 2024/3/13 |
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities | arXiv preprint arXiv:2211.10754 | Shristi Das Biswas Adarsh Kosta Chamika Liyanagedera Marco Apolinario Kaushik Roy | 2022/11/19 |
Global update tracking: A decentralized learning algorithm for heterogeneous data | Advances in Neural Information Processing Systems | Sai Aparna Aketi Abolfazl Hashemi Kaushik Roy | 2024/2/13 |
Vehicle battery current sensing system | 2024/4/2 | ||
Sparsity-aware reconfigurable compute-in-memory (CIM) static random access memory (SRAM) | 2024/3/12 | ||
Cross-feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data | Sai Aparna Aketi Kaushik Roy | 2024 | |
Towards Image Semantics and Syntax Sequence Learning | arXiv preprint arXiv:2401.17515 | Chun Tao Timur Ibrayev Kaushik Roy | 2024/1/31 |
Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data | arXiv preprint arXiv:2403.03292 | Sai Aparna Aketi Sakshi Choudhary Kaushik Roy | 2024/3/5 |
On Inherent Adversarial Robustness of Active Vision Systems | arXiv preprint arXiv:2404.00185 | Amitangshu Mukherjee Timur Ibrayev Kaushik Roy | 2024/3/29 |
Ferroelectric capacitors and field-effect transistors as in-memory computing elements for machine learning workloads | Scientific Reports | Eunseon Yu Gaurav Kumar K Utkarsh Saxena Kaushik Roy | 2024/4/24 |
Towards Visual Syntactical Understanding | arXiv preprint arXiv:2401.17497 | Sayeed Shafayet Chowdhury Soumyadeep Chandra Kaushik Roy | 2024/1/30 |
A collective AI via lifelong learning and sharing at the edge | Nature Machine Intelligence | Andrea Soltoggio Eseoghene Ben-Iwhiwhu Vladimir Braverman Eric Eaton Benjamin Epstein | 2024/3 |
TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data | IEEE Access | Manish Nagaraj Isha Garg Kaushik Roy | 2024/4/18 |
Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms | arXiv preprint arXiv:2403.15717 | Shrihari Sridharan Surya Selvam Kaushik Roy Anand Raghunathan | 2024/3/23 |
RoMIA: a framework for creating Robust Medical Imaging AI models for chest radiographs | Frontiers in Radiology | Aditi Anand Sarada Krithivasan Kaushik Roy | 2024/1/8 |
Unveiling Privacy, Memorization, and Input Curvature Links | arXiv preprint arXiv:2402.18726 | Deepak Ravikumar Efstathia Soufleri Abolfazl Hashemi Kaushik Roy | 2024/2/28 |
Towards Two-Stream Foveation-based Active Vision Learning | IEEE Transactions on Cognitive and Developmental Systems | Timur Ibrayev Amitangshu Mukherjee Sai Aparna Aketi Kaushik Roy | 2024/4/17 |
Co-Authors
