58 citations · 118 across the 10 of their papers we have counts for
4 papers · 1 filter
SynthForge: Synthesizing High-Quality Face Dataset with Controllable 3D Generative Models
Abhay Rawat, Shubham Dokania, Astitva Srivastava +3
Recent advancements in generative models have unlocked the capabilities to render photo-realistic data in a controllable fashion. Trained on the real data, these generative models…
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection
Abhay Rawat, Isha Dua, Saurav Gupta +1
One of the primary challenges in Semi-supervised Domain Adaptation (SSDA) is the skewed ratio between the number of labeled source and target samples, causing the model to be biase…
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation
Midhun Vayyat, Jaswin Kasi, Anuraag Bhattacharya +2
In this work, we propose CLUDA, a simple, yet novel method for performing unsupervised domain adaptation (UDA) for semantic segmentation by incorporating contrastive losses into a…
ViTOL: Vision Transformer for Weakly Supervised Object Localization
Saurav Gupta, Sourav Lakhotia, Abhay Rawat +1
Weakly supervised object localization (WSOL) aims at predicting object locations in an image using only image-level category labels. Common challenges that image classification mod…