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cs.CV2026

Pro-Pose: Unpaired Full-Body Portrait Synthesis via Canonical UV Maps

Sandeep Mishra, Yasamin Jafarian, Andreas Lugmayr +5

Photographs of people taken by professional photographers typically present the person in beautiful lighting, with an interesting pose, and flattering quality. This is unlike commo…

cs.CV2025

VIDMP3: Video Editing by Representing Motion with Pose and Position Priors

Sandeep Mishra, Oindrila Saha, Alan C. Bovik

Motion-preserved video editing is crucial for creators, particularly in scenarios that demand flexibility in both the structure and semantics of swapped objects. Despite its potent…

cs.CV2025

CHUG: Crowdsourced User-Generated HDR Video Quality Dataset

Shreshth Saini, Alan C. Bovik, Neil Birkbeck +2

High Dynamic Range (HDR) videos enhance visual experiences with superior brightness, contrast, and color depth. The surge of User-Generated Content (UGC) on platforms like YouTube…

cs.CV2025

PIT-QMM: A Large Multimodal Model For No-Reference Point Cloud Quality Assessment

Shashank Gupta, Gregoire Phillips, Alan C. Bovik

Large Multimodal Models (LMMs) have recently enabled considerable advances in the realm of image and video quality assessment, but this progress has yet to be fully explored in the…

cs.CV2025

Rectified-CFG++ for Flow Based Models

Shreshth Saini, Shashank Gupta, Alan C. Bovik

Classifier-free guidance (CFG) is the workhorse for steering large diffusion models toward text-conditioned targets, yet its native application to rectified flow (RF) based models…

cs.CV2025

AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs

Hakan Emre Gedik, Andrew Martin, Mustafa Munir +4

Vision Graph Neural Networks (ViGs) have demonstrated promising performance in image recognition tasks against Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs).…