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

Author

B. Subrahmanyam

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Conference Aug 2026

MAT-GAN: Adversarial Image Steganography with Secret-Conditioned Generation

Image steganography requires models that preserve secret-conditioned structure while producing outputs aligned with the statistics of plausible carrier imagery. We present MAT-GAN, a transformer-guided adversarial framework for secret-conditioned carrier-domain image generation. MAT-GAN combines a convolutional encoder...

Shalini Galingula, A. Rao, B. Subrahmanyam et al. · 0 citations
Conference Aug 2026

Multi-View Contrastive and Semantically-Aligned EEG Emotion Recognition with Topology and Asymmetry-Aware Adaptation

A reliable emotion recognition approach using EEG signals is crucial for affective human-computer interactions, but developing a reliable subject-independent decoder is very difficult. Despite previous research exploring either supervised deep learning or self-supervised contrastive approaches, no studies consider inte...

Sukriti Tiwari, B. Subrahmanyam, Nidhi Goyal · 0 citations

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