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cs.CV2026
SCLARO: A Dataset for Grounded Scenario-Level Scene Understanding and ScenarioCLIP for Benchmarking
Advik Sinha, Saurabh Atreya, Aashutosh A +2
In the paradigm of computer vision-based precise real-world scene understanding, joint reasoning in terms of contextual understanding about the objects present in a scene, their in…
cs.CV2025
DensePercept-NCSSD: Vision Mamba towards Real-time Dense Visual Perception with Non-Causal State Space Duality
Tushar Anand, Advik Sinha, Abhijit Das
In this work, we propose an accurate and real-time optical flow and disparity estimation model by fusing pairwise input images in the proposed non-causal selective state space for…
cs.CV2025
Impact of Language Guidance: A Reproducibility Study
Cherish Puniani, Advika Sinha, Shree Singhi +1
Modern deep-learning architectures need large amounts of data to produce state-of-the-art results. Annotating such huge datasets is time-consuming, expensive, and prone to human er…