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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Duy-Dinh Le

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3 papers indexed here

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Conference Aug 2026

Segmentation-Guided Scene Perturbation for Passage-Based Top-View Person Re-Identification

Passage-based top-view person re-identification aims to match individuals across short overhead walking videos. This privacy-preserving setting is challenging because overhead cameras suppress facial and body-part cues, compress pedestrian appearance, and make models vulnerable to scene shortcuts from floors, ramps, an...

Hien Pham Duy, Bao Tran, Tien Do et al. · 0 citations
Conference Aug 2026

MGTE: A Modular Multi-Granularity Text Ensemble for Interactive Image Retrieval

Interactive text-to-image retrieval seeks to identify a target image through multi-turn dialogue, where users progressively refine ambiguous search intent with additional visual constraints. Existing approaches commonly encode the full dialogue as a single concatenated sequence, but this strategy is vulnerable to token...

Khiem Le, Bao Tran, Duy-Dinh Le et al. · 0 citations
Conference Aug 2026

ViePAWS: A Vietnamese Adversarial Dataset for Paraphrase Identification under LLM-based Word Scrambling

Paraphrase identification remains challenging when sentence pairs exhibit high lexical overlap but subtle semantic differences, as models often rely on surface similarity rather than true meaning. Existing benchmarks such as PAWS highlight this issue, but comparable resources for Vietnamese are still lacking. In this p...

Sang Quang Nguyen, Kiet Van Nguyen, N. L. Nguyen et al. · 0 citations

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