Author

Ignace Brondonne Efo Ntsengue

Institution: Adventist University Cosendai

Observed institution: Adventist University Cosendai

ORCID: 0009-0009-5779-9574

Observed ORCID: 0009-0009-5779-9574

OpenAlex ID: A5153006382

Efficiency without Forgetting: A Structured Review of Redundancy-aware, Resource-efficient and Few-shot Continual Adaptation of Vision-language Models

2026 · Japhet Evina Zengue, Ignace Brondonne Efo Ntsengue · SSRN Electronic Journal

Efficiency without Forgetting: A Structured Review of Redundancy-Aware, Resource-efficient and Few-shot Continual Adaptation of Vision-language Models

2026 · Japhet Evina Zengue, Ignace Brondonne Efo Ntsengue · SSRN Electronic Journal

From Reference-Free Enhancement to Task-Aware Edge Perception: A Survey of Data-Compute-Task Trade-offs in Low-Light Visual Intelligence

2026 · Ignace Brondonne Efo Ntsengue, Japhet Evina Zengue · SSRN Electronic Journal

Works count: 3

Citation count:

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