Search Results for author: Vijay Srinivas Agneeswaran

Found 3 papers, 3 papers with code

Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges

1 code implementation24 Apr 2024 Badri Narayana Patro, Vijay Srinivas Agneeswaran

This survey also highlights diverse applications of SSMs across domains such as vision, video, audio, speech, language (especially long sequence modeling), medical (including genomics), chemical (like drug design), recommendation systems, and time series analysis, including tabular data.

Inductive Bias Machine Translation +9

Efficiency 360: Efficient Vision Transformers

1 code implementation16 Feb 2023 Badri N. Patro, Vijay Srinivas Agneeswaran

Transformers are widely used for solving tasks in natural language processing, computer vision, speech, and music domains.

Continual Learning Fairness +1

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