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Sarosij Bose

3 accepted papers

2025

Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation

CVPR 2025poster

Scene Graph Generation (SGG) aims to represent visual scenes by identifying objects and their pairwise relationships, providing a structured understanding of image content. However, inherent challenges like long-tailed class distributions and prediction variability necessitate uncertainty quantifica…

Cited by 7SourcePDFScholar
2025

Uncertainty-Aware Diffusion-Guided Refinement of 3D Scenes

ICCV 2025poster

Reconstructing 3D scenes from a single image is a fundamentally ill-posed task due to the severely under-constrained nature of the problem. Consequently, when the scene is rendered from novel camera views, particularly in unseen regions far away from the input camera, existing single image to 3D rec…

Cited by 0SourcePDFScholar
2025

VOccl3D: A Video Benchmark Dataset for 3D Human Pose and Shape Estimation under real Occlusions

ICCV 2025poster

Human pose and shape (HPS) estimation methods have been extensively studied, with many demonstrating high zero-shot performance on in-the-wild images and videos. However, these methods often struggle in challenging scenarios involving complex human poses or significant occlusions. Although some stud…

Cited by 0SourcePDFScholar