Text distillation from BioCLIP-2 into BioLingual creates audio-image alignment for bird species retrieval without any audio-image training pairs.
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GAME is a convex estimator using overlapping nuclear-norm penalties on subgroup submatrices for low-rank matrix completion with known overlapping groups, providing finite-sample guarantees on reconstruction error and subgroup subspace recovery.
Compact binary hypercube embeddings enable efficient text-to-image and text-to-audio retrieval in wildlife databases with performance competitive to continuous embeddings but far lower memory and search costs.
citing papers explorer
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Audio-to-Image Bird Species Retrieval without Audio-Image Pairs via Text Distillation
Text distillation from BioCLIP-2 into BioLingual creates audio-image alignment for bird species retrieval without any audio-image training pairs.
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Group-Aware Matrix Estimation and Latent Subspace Recovery
GAME is a convex estimator using overlapping nuclear-norm penalties on subgroup submatrices for low-rank matrix completion with known overlapping groups, providing finite-sample guarantees on reconstruction error and subgroup subspace recovery.
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Compact Hypercube Embeddings for Fast Text-based Wildlife Observation Retrieval
Compact binary hypercube embeddings enable efficient text-to-image and text-to-audio retrieval in wildlife databases with performance competitive to continuous embeddings but far lower memory and search costs.