Udari De Alwis

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Temporal Difference

Convolutional Neural Networks

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference. CoRR (2024)
Udari De Alwis, Zhongheng Xie, Massimo Alioto
Temporal Similarity-Based Computation Reduction for Video Transformers in Edge Camera Nodes. AICAS (2023)
Udari De Alwis, Massimo Alioto
Architecture for 3D Convolutional Neural Networks Based on Temporal Similarity Removal. ICECS 2022 (2022)
Udari De Alwis, Massimo Alioto
Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks. AICAS (2022)
Udari De Alwis, Massimo Alioto
TempDiff: Temporal Difference-Based Feature Map-Level Sparsity Induction in CNNs with <4% Memory Overhead. AICAS (2021)
Udari De Alwis, Massimo Alioto
TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)