Ross Wightman's picture

Ross Wightman

rwightman

·

AI & ML interests

Computer vision, transfer learning, semi/self supervised learning, robotics.

Recent Activity

New activity about 1 hour ago

laion/CLIP-ViT-B-32-xlm-roberta-base-laion5B-s13B-b90k

updated a collection about 11 hours ago

All the ImageNets

posted an update about 18 hours ago

Articles

Trick or ResNet Treat

Mamba Out

Tiny Test Models

Searching for better (Full) ImageNet ViT Baselines

MobileNet Baselines

MobileNet-V4 (now in timm)

Organizations

rwightman's activity

upvoted 2 collections about 2 months ago

RDNet

DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs [ECCV 2024] • 9 items • Updated Oct 16 • 3

timm tiny test models

A collection of very small (~300-500k parameter) models at 160x160 resolution, for testing purposes. Trained on ImageNet-1k. • 13 items • Updated Oct 2 • 3

upvoted 2 articles 4 months ago

Article

MobileNet Baselines

By

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Jul 26

• 23

Article

LAVE: Zero-shot VQA Evaluation on Docmatix with LLMs - Do We Still Need Fine-Tuning?

Jul 25

• 18

upvoted a collection 4 months ago

🍃 MINT-1T

Data for "MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens" • 13 items • Updated Jul 24 • 54

upvoted 2 papers 4 months ago

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10 • 67

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Paper • 2406.16860 • Published Jun 24 • 57

upvoted a collection 4 months ago

Cambrian Data

3 items • Updated Jun 25 • 9

upvoted a paper 5 months ago

An Image is Worth 32 Tokens for Reconstruction and Generation

Paper • 2406.07550 • Published Jun 11 • 55

upvoted 2 collections 5 months ago

MobileCLIP Models + DataCompDR Data

MobileCLIP: Mobile-friendly image-text models with SOTA zero-shot capabilities. DataCompDR: Improved datasets for training image-text SOTA models. • 22 items • Updated Oct 4 • 24

MobileNetV4 pretrained weights

Weights for MobileNet-V4 pretrained in timm • 17 items • Updated Sep 22 • 17

upvoted 2 papers 6 months ago

MobileNetV4 -- Universal Models for the Mobile Ecosystem

Paper • 2404.10518 • Published Apr 16 • 2

On the Efficiency of Convolutional Neural Networks

Paper • 2404.03617 • Published Apr 4 • 4

upvoted 3 articles 6 months ago

Article

MobileNet-V4 (now in timm)

By

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Jun 17

• 39

Article

Multimodal Augmentation for Documents: Recovering “Comprehension” in “Reading and Comprehension” task

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May 16

• 17

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 210

upvoted 3 collections 6 months ago

PaliGemma Release

Pretrained and mix checkpoints for PaliGemma • 16 items • Updated Jul 31 • 137

PaliGemma FT Models

108 items • Updated Jul 31 • 27

Searching for Better ViT Baselines

Exploring ViT hparams and model shapes for the GPU poor (between tiny and base). • 25 items • Updated Aug 21 • 13

upvoted a collection 8 months ago

PDF Document / OCR Datasets

Document datasets with .pdf files that are usable with pixparse libraries and tools. • 2 items • Updated Mar 30 • 47