4 papers · 1 filter
AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors
Rameshwar Mishra, A V Subramanyam
The recent surge in content consumption through streaming services has driven a growing demand for personalized content. Personalized advertisements (ads) play a crucial role in en…
Unified Multi-Dataset Training for TBPS
Nilanjana Chatterjee, Sidharatha Garg, A V Subramanyam +1
Text-Based Person Search (TBPS) has seen significant progress with vision-language models (VLMs), yet it remains constrained by limited training data and the fact that VLMs are not…
Boosting Weak Positives for Text Based Person Search
Akshay Modi, Ashhar Aziz, Nilanjana Chatterjee +1
Large vision-language models have revolutionized cross-modal object retrieval, but text-based person search (TBPS) remains a challenging task due to limited data and fine-grained n…
Keypoint Aware Masked Image Modelling
Madhava Krishna, A V Subramanyam
SimMIM is a widely used method for pretraining vision transformers using masked image modeling. However, despite its success in fine-tuning performance, it has been shown to perfor…