Akshat Ramachandran

According to our database, Akshat Ramachandran authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

OneDSE: A Unified Microprocessor Metric Prediction and Design Space Exploration Framework.

Ritik Raj, Akshat Ramachandran, Jeff Nye, Shashank Nemawarkar, Tushar Krishna

CoRR, May, 2025

Accelerating LLM Inference with Flexible N:M Sparsity via A Fully Digital Compute-in-Memory Accelerator.

Akshat Ramachandran, Souvik Kundu, Arnab Raha, Shamik Kundu, Deepak A. Mathaikutty, Tushar Krishna

CoRR, April, 2025

OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models.

Akshat Ramachandran, Mingyu Lee, Huan Xu, Souvik Kundu, Tushar Krishna

CoRR, March, 2025

MicroScopiQ: Accelerating Foundational Models through Outlier-Aware Microscaling Quantization.

Akshat Ramachandran, Souvik Kundu, Tushar Krishna

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

AIRCHITECT v2: Learning the Hardware Accelerator Design Space Through Unified Representations.

Jamin Seo, Akshat Ramachandran, Yu-Chuan Chuang, Anirudh Itagi, Tushar Krishna

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs.

Akshat Ramachandran, Souvik Kundu, Tushar Krishna

CoRR, 2024

CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-training Quantization of ViTs.

Akshat Ramachandran, Souvik Kundu, Tushar Krishna

Proceedings of the Computer Vision - ECCV 2024, 2024

Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN Inference.

Akshat Ramachandran, Zishen Wan, Geonhwa Jeong, John Gustafson, Tushar Krishna

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

NTrans-Net: A Multi-Scale Neutrosophic-Uncertainty Guided Transformer Network for Indoor Depth Completion.

Akshat Ramachandran, Ankit Dhiman, Basavaraja Shanthappa Vandrotti, Jooyoung Kim

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

PositIV: A Configurable Posit Processor Architecture for Image and Video Processing.

Akshat Ramachandran, John Gustafson, Anusua Roy, Rizwan Ahmed Ansari, Rohin D. Daruwala

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022