Ross Wightman
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → LAION-5B: An open large-scale dataset for training next generation image-text models(2022)1,035 cited
- → Reproducible Scaling Laws for Contrastive Language-Image Learning(2023)445 cited
- → How to train your ViT? Data, Augmentation, and Regularization in Vision\n Transformers(2021)227 cited
- → ResNet strikes back: An improved training procedure in timm(2021)33 cited
- → rwightman/pytorch-image-models: v0.1-attn-weights(2021)
- → rwightman/pytorch-image-models: v0.4.12. Vision Transformer AugReg support and more(2021)
- → rwightman/pytorch-image-models: ResNet-101D/152D/200D and SE-ResNet-152D models w/ weights.(2021)