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Author

Prajwal Singh

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#diffusion models Preprint Sep 2026

Stabilizing Camera-Controlled Novel View Synthesis at Inference Time

CamTrol++ improves temporal and geometric consistency, downstream 3D reconstruction quality, and generation efficiency over training-free baselines over RealEstate10K and MegaScene, and improves temporal and geometric consistency over training-free baselines.

Prajwal Singh, Arjun Badola, Seema Kumari et al. · 0 citations
#human-computer interacti... Preprint May 2025

Beyond Reconstruction: What EEG-to-Video Decoding Actually Recovers

Results show that EEG exhibits a consistent visual and emotional structure that can support dynamic video generation, whereas current reconstruction primarily reflects coarse stimulus-level information rather than fine-grained, trial-specific decoding.

Prajwal Singh, Anupam Sharma, Pankaj Pandey et al. · 0 citations

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