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Contrastive Learning
ServiceNow AI Research
Contrastive Learning
Hierarchical Retrieval at Scale: Bridging Transparency and Efficiency
Information retrieval is a core component of many intelligent systems as it enables conditioning of outputs on new and large-scale …
Shubham Gupta
,
Zichao Li
,
Tianyi Chen
,
Cem Subakan
,
Siva Reddy
,
Perouz Taslakian
,
Valentina Zantedeschi
Workshop at the International Conference of Machine Learning (ICML), 2026.
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Contrastive Self-supervision Defines General-Purpose Similarity Functions
Handling out-of-distribution (OOD) and adversarial inputs has become a major stake in the real-world deployment of machine learning …
Charles Guille-Escuret
,
Pau Rodriguez
,
David Vazquez
,
Ioannis Mitliagkas
,
João Monteiro
Workshop at the Neural Information Processing Systems (NeurIPS), 2022.
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