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Computing & AI · Source-linked note

Structure-agnostic latent distillation with pooled representations

Distilled foundation-model representations into image-autoencoder latents using pooled image-level descriptor matching or between-image relational objectives instead of co-located token matches.

What is recorded here?

Distilled foundation-model representations into image-autoencoder latents using pooled image-level descriptor matching or between-image relational objectives instead of co-located token matches.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Inherits pretrained teachers, latent diffusion and relational distillation. Experiments support studied shape/modality transfers, not universal diffusability improvements. Published preprint source is available; a future workshop label is not independently verified acceptance.

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People and systems

Adrien Ramanana Rahary; Nicolas Dufour; Patrick Pérez; David Picard

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Structure-agnostic latent distillation with pooled representations

Distilled foundation-model representations into image-autoencoder latents using pooled image-level descriptor matching or between-image relational objectives instead of co-located token matches.

Scientific scope

Inherits pretrained teachers, latent diffusion and relational distillation. Experiments support studied shape/modality transfers, not universal diffusability improvements. Published preprint source is available; a future workshop label is not independently verified acceptance.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Adrien Ramanana Rahary; Nicolas Dufour; Patrick Pérez; David Picard

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources