← Search

Soumyaratna Debnath

3 accepted papers

2026

LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models

CVPR 2026

Vision-Language Models (VLMs) typically assume a uniform spatial fidelity across the entire field of view of visual inputs, dedicating equal precision to even the uninformative regions. By contrast, human vision is neither uniform nor static. It is adaptive, selective, and resource-efficient. In lig

Cited by 0SourceScholar
2025

L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild

ICASSP 2025accepted

While 2D pose estimation has advanced our ability to interpret body movements in animals and primates, it is limited by the lack of depth information, constraining its application range. 3D pose estimation provides a more comprehensive solution by incorporating spatial depth, yet creating extensive…

Cited by 0SourceScholar
2025

RASP: Revisiting 3D Anamorphic Art for Shadow-Guided Packing of Irregular Objects

CVPR 2025poster

Recent advancements in learning-based methods have opened new avenues for exploring and interpreting art forms, such as shadow art, origami, and sketch art, through computational models. One notable visual art form is 3D Anamorphic Art in which an ensemble of arbitrarily shaped 3D objects creates a…

Cited by 0SourcePDFScholar