Alert button
Picture for Rajgopal Kannan

Rajgopal Kannan

Alert button

Accelerating ViT Inference on FPGA through Static and Dynamic Pruning

Mar 21, 2024
Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl Busart, Viktor Prasanna

Viaarxiv icon

PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models

Feb 21, 2024
Neelesh Gupta, Pengmiao Zhang, Rajgopal Kannan, Viktor Prasanna

Viaarxiv icon

TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning

Feb 18, 2024
Gangda Deng, Hongkuan Zhou, Hanqing Zeng, Yinglong Xia, Christopher Leung, Jianbo Li, Rajgopal Kannan, Viktor Prasanna

Viaarxiv icon

A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification

Feb 01, 2024
Jacob Fein-Ashley, Tian Ye, Sachini Wickramasinghe, Bingyi Zhang, Rajgopal Kannan, Viktor Prasanna

Viaarxiv icon

Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching

Jan 16, 2024
Pengmiao Zhang, Neelesh Gupta, Rajgopal Kannan, Viktor K. Prasanna

Viaarxiv icon

PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images

Jan 05, 2024
Sasindu Wijeratne, Bingyi Zhang, Rajgopal Kannan, Viktor Prasanna, Carl Busart

Viaarxiv icon

Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition

Dec 12, 2023
Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor Prasanna, Carl Busart

Viaarxiv icon

Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers

Dec 05, 2023
Tian Ye, Rajgopal Kannan, Viktor Prasanna, Carl Busart, Lance Kaplan

Viaarxiv icon

Reuse Kernels or Activations? A Flexible Dataflow for Low-latency Spectral CNN Acceleration

Oct 17, 2023
Yue Niu, Rajgopal Kannan, Ajitesh Srivastava, Viktor Prasanna

Figure 1 for Reuse Kernels or Activations? A Flexible Dataflow for Low-latency Spectral CNN Acceleration
Figure 2 for Reuse Kernels or Activations? A Flexible Dataflow for Low-latency Spectral CNN Acceleration
Figure 3 for Reuse Kernels or Activations? A Flexible Dataflow for Low-latency Spectral CNN Acceleration
Figure 4 for Reuse Kernels or Activations? A Flexible Dataflow for Low-latency Spectral CNN Acceleration
Viaarxiv icon