2 papers
cs.CV2026
Steerable Visual Representations
Jona Ruthardt, Manu Gaur, Deva Ramanan +2
Pretrained Vision Transformers (ViTs) such as DINOv2 and MAE provide generic image features that can be applied to a variety of downstream tasks such as retrieval, classification,…
cs.CV2025
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
Manu Gaur, Darshan Singh, Makarand Tapaswi
Image captioning systems are unable to generate fine-grained captions as they are trained on data that is either noisy (alt-text) or generic (human annotations). This is further ex…