I am a fifth-year Ph.D. student in the CS department of Georgia Tech, who is passionate about efficient/automated ML and algorithm-hardware co-design!
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Report abuse[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
[HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design
[NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network
[TNNLS] Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling
[NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
Python 27
[CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference