Customer-obsessed science
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January 19, 2024Attention-based representation of multi-image inputs improves performance on downstream vision-language tasks.
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January 17, 2024Representing facts using knowledge triplets rather than natural language enables finer-grained judgments.
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December 26, 2023Theoretical analysis and experiments show that clipped stochastic gradient descent (SGD) enables robust online statistical estimation.
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December 20, 2023Novel architectures and carefully prepared training data enable state-of-the-art performance.
January 17, 2024
Proposal topics include enhancements for dialogue, factual questioning and answering, text generation, document summarization, image generation, and more. The submission period is open now and closes on March 6.
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ICSE 20242024Identifying correct and complete taint specifications is critical for detecting vulnerabilities in the ever-changing landscape of software security, and an automated scalable and practical solution remains elusive in the field. In this paper, we report our semi-automated scheme for inferring and maintaining taint specifications at industrial scale. Knowledge graph is adopted as the core engine to represent
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ICASSP 20242024As embodied agents learn to interact, it is crucial for them to understand when, what, and to whom they should respond. While advances in natrual language processing and speech technologies have enabled conversational agents to focus on what to respond, they still struggle to determine when and to whom they should respond. In this paper, we address the ad- dressee detection (Talking-To-Me, TTM) problem
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IAAE 2023, Research Methods and Applications on Macroeconomic Forecasting2024We propose a simple yet robust framework to nowcast recession risk at a monthly frequency in both the United States and the Euro Area. Our nowcast leverages both macroeconomic and financial conditions, and is available the first business day after the reference month closes. In particular, we argue that financial conditions are not only useful to predict future downturns–as emphasized by the existing literature–but
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January 25, 2024Amazon IIT–Bombay AI-ML Initiative seeks to advance artificial intelligence and machine learning research within speech, language, and multimodal-AI domains.
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January 04, 2024Program empowers students from diverse backgrounds to become industry leaders through scholarship, research, and career opportunities.
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January 03, 2024Researchers honored for their contributions to the scientific community in 2023.