PyTorch Implementation for Our NeurIPS'23 Paper: "Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP"
- Python 3.9
- PyTorch 1.12
- CLIP
InMaP with pre-trained ResNet-50
python main.py -a RN50 --data_path /path/to/imagenet
If you use the package in your research, please cite our paper:
@inproceedings{qian2023inmap,
author = {Qi Qian and
Yuanhong Xu and
Juhua Hu},
title = {Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP},
booktitle = {Thirty-seventh Conference on Neural Information Processing Systems, {NeurIPS} 2023},
year = {2023}
}