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A. El Saddik

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Open access Oct 2026

DIA: A Deep Reinforcement Learning-Based Interest-Aware ABR Scheme for Cloud Gaming

A Deep Reinforcement Learning-based Interest-Aware Adaptive Bitrate (ABR) scheme, called DIA, that guarantees the quality of perceptually key objects in each frame, while dynamically allocating lower resolutions for non-key objects to conserve bandwidth under constrained network conditions is proposed.

Zhe Zhang, Haiwei Dong, Marc St-Hilaire et al. · 0 citations
Jul 2026

Selectivity Matters: Source Node Influence Pruning for Unsupervised Graph Domain Adaptation

SNIP quantifies the structural discrepancy between individual source nodes and the target domain by integrating multiple centrality measures, assigning each source node an influence score, and constructs a refined"sub-source"graph that is inherently more beneficial for subsequent alignment.

Ridong Han, Yawen Shen, Zhongnian Li et al. · 0 citations
Jul 2026

Emergent Region-Level Facial Correspondence in Frozen Vision Foundation Models

These results establish frozen DINOv3 as a strong zero-shot representation for region-level facial correspondence and identify intermediate self-supervised features as the most useful layer for dense face analysis.

Izaldein Al-Zyoud, Abdulmotaleb El Saddik · 0 citations

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