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Lakshmi Nair's Projects

clip-distillation icon clip-distillation

Knowledge Distillation using Contrastive Language-Image Pretraining (CLIP) without a teacher model.

creative-problem-solving-llms icon creative-problem-solving-llms

A repo containing data and code for preliminary experiments demonstrating creative problem solving in LLMs, inspired by Computational Creativity literature.

diffusion-with-rag icon diffusion-with-rag

Code for retrieval augmented generation of biological tissue images across 19 classes of cancer.

document-formats icon document-formats

Everything you need to know to publish using LaTeX or Word and then some.

int-fp-qsim icon int-fp-qsim

Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.

interleaved-cross-attention icon interleaved-cross-attention

An alternate implementation for building language-image representations using interleaved image and text cross attention

learned-flash-attention icon learned-flash-attention

An exploratory project on learning the softmax statistics used in FlashAttention from training data.

matlab-codes icon matlab-codes

MATLAB code: Motion Detection from Image Sequence, Saliency Based Object Detection

pyperplan icon pyperplan

A lightweight STRIPS planner written in Python.

webots-codes icon webots-codes

Behavioral controllers implemented for the Webots simulator

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