A bag-of-position-tagged-words embedding guides text-to-image diffusion models as effectively as full contextual text embeddings from standard encoders.
arXiv preprint arXiv:2310.00000 , year =
3 Pith papers cite this work. Polarity classification is still indexing.
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2026 3verdicts
UNVERDICTED 3representative citing papers
Introduces the Indic-CodecFake dataset for Indic codec deepfakes and SATYAM, a novel hyperbolic ALM that outperforms baselines through dual-stage semantic-prosodic fusion using Bhattacharya distance.
Introduces the SMARt four-layer model with timed guarded Petri nets to formalize detection of epistemic drift, recovery, and controlled surrender of autonomy in AI agents.
citing papers explorer
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Text-to-Image Models Need Less from Text Encoders Than You Think
A bag-of-position-tagged-words embedding guides text-to-image diffusion models as effectively as full contextual text embeddings from standard encoders.
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Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages
Introduces the Indic-CodecFake dataset for Indic codec deepfakes and SATYAM, a novel hyperbolic ALM that outperforms baselines through dual-stage semantic-prosodic fusion using Bhattacharya distance.
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Intelligence as Managed Autonomy: Failure, Escalation, and Governance for Agentic AI Systems
Introduces the SMARt four-layer model with timed guarded Petri nets to formalize detection of epistemic drift, recovery, and controlled surrender of autonomy in AI agents.