Emin Orhan (eminorhan)

eminorhan

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Home Page:https://sites.google.com/view/eminorhan

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Emin Orhan's repositories

humanlike-vits

ViT models pretrained with up to ~5k hours of human-like video data

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silicon-menagerie

Menagerie of models trained on SAYCam (and more)

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llm-memory

Memory experiments with LLMs

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video-models

Menagerie of video models trained on various video datasets

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vqgan-gpt

GPT on VQGAN

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simsiam

A SimSiam implementation with a pure MLP encoder

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third-order

an experimental third-order attention model

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dino

DINO

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mae_st

Spatiotemporal Masked Autoencoders for video-based SSL

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vqgan-gpt-video

GPT on VQGAN for video

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webdataset-example

a simple webdataset sharded tar write example

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mae

Masked Autoencoders for image-based SSL

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optimized-mae

An optimized implementation of masked autoencoders (MAEs)

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optimized-stmae

An optimized implementation of spatiotemporal masked autoencoders

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adept

adept intuitive physics benchmark data & tools

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annealed-attention

an experimental annealed self-attention layer

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babylm

Experiments for the BabyLM challenge

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dit

DiT clone

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faster-dit

An even faster DiT clone

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hvm-1

Video models trained on ~5k hours of human-like video data

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igpt-memory

Can deep learning match the efficiency of human visual long-term memory for object details?

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mugs

Mugs

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nano-gpt

a clone of Andrej Karpathy's nano-gpt implementation

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sa1b-downloader

downloader for the SA-1B dataset

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tae

A simple transformer-based autoencoder model

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vision

Datasets, Transforms and Models specific to Computer Vision

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visual-recognition-memory

Visual recognition memory in humans and machines

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vqgan

VQ-GAN for images

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