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20232026
most citedOn the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem

1 citations · 2 across the 7 of their papers we have counts for

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cs.CV2024

Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics

Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion +3

Human perception of similarity across uni- and multimodal inputs is highly complex, making it challenging to develop automated metrics that accurately mimic it. General purpose vis…

cs.CV2024

EMMA: Efficient Visual Alignment in Multi-Modal LLMs

Sara Ghazanfari, Alexandre Araujo, Prashanth Krishnamurthy +2

Multi-modal Large Language Models (MLLMs) have recently exhibited impressive general-purpose capabilities by leveraging vision foundation models to encode the core concepts of imag…