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Kaushik Roy

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Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators

Mar 19, 2024
Timur Ibrayev, Isha Garg, Indranil Chakraborty, Kaushik Roy

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Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples

Mar 13, 2024
Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy

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Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data

Mar 05, 2024
Sai Aparna Aketi, Sakshi Choudhary, Kaushik Roy

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Unveiling Privacy, Memorization, and Input Curvature Links

Feb 28, 2024
Deepak Ravikumar, Efstathia Soufleri, Abolfazl Hashemi, Kaushik Roy

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Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models

Feb 15, 2024
Kang He, Yinghan Long, Kaushik Roy

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Towards Image Semantics and Syntax Sequence Learning

Jan 31, 2024
Chun Tao, Timur Ibrayev, Kaushik Roy

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Towards Visual Syntactical Understanding

Jan 30, 2024
Sayeed Shafayet Chowdhury, Soumyadeep Chandra, Kaushik Roy

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On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS)

Jan 04, 2024
Vishal Pallagani, Kaushik Roy, Bharath Muppasani, Francesco Fabiano, Andrea Loreggia, Keerthiram Murugesan, Biplav Srivastava, Francesca Rossi, Lior Horesh, Amit Sheth

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K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive Queries

Dec 29, 2023
Kanak Raj, Kaushik Roy, Manas Gaur

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WWW: What, When, Where to Compute-in-Memory

Dec 26, 2023
Tanvi Sharma, Mustafa Ali, Indranil Chakraborty, Kaushik Roy

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