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Rohit Lal

3 accepted papers

2025

Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models

ICML 2025spotlight

Vision-language models (VLMs) have improved significantly in their capabilities, but their complex architecture makes their safety alignment challenging. In this paper, we reveal an uneven distribution of harmful information across the intermediate layers of the image encoder and show that skipping…

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
2023

Prior-guided Source-free Domain Adaptation for Human Pose Estimation

ICCV 2023poster

Domain adaptation methods for 2D human pose estimation typically require continuous access to the source data during adaptation, which can be challenging due to privacy, memory, or computational constraints. To address this limitation, we focus on the task of source-free domain adaptation for pose e…

Cited by 26PDFScholar