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09/04/2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations
Fine-grained and instance-level recognition methods are commonly trained...
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08/14/2023
Global Features are All You Need for Image Retrieval and Reranking
Utilizing a two-stage paradigm comprising of coarse image retrieval and ...
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05/26/2023
Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models
We focus on the challenge of out-of-distribution (OOD) detection in deep...
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05/26/2022
Matryoshka Representations for Adaptive Deployment
Learned representations are a central component in modern ML systems, se...
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06/06/2018
