NegationCLIP

• Paper: Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP (ICCV 2025)
• Code: https://github.com/parkquasar/NegationCLIP
• This repository hosts the model checkpoint only.
• Usage example (PyTorch):

import torch
import clip

device = "cuda" if torch.cuda.is_available() else "cpu"
model, preprocess = clip.load("ViT-B/32", device=device)
model.load_state_dict(torch.load("negationclip_ViT-B32.pth", map_location=device))