Customer-obsessed science
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March 25, 2024Automated method that uses gradients to identify salient layers prevents regression on previously seen data.
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March 18, 2024Tokenizing time series data and treating it like a language enables a model whose zero-shot performance matches or exceeds that of purpose-built models.
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March 14, 2024Diffusion modeling within the representational space of a variational autoencoder enables state-of-the-art results.
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March 07, 2024DocFormerV2 makes sense of documents using local features, outperforming much bigger models.
March 27, 2024
The submission period for proposals for the AI for Information Security and Sustainability research areas is open now and closes on May 7.
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The Web Conference 20242024E-commerce platforms typically store and structure product information and search data in a hierarchy. Efficiently categorizing user search queries into a similar hierarchical structure is paramount in enhancing user experience on e-commerce platforms as well as news curation and academic research. The significance of this task is amplified when dealing with sensitive query categorization or critical information
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CVPR 20242024The increasing use of transformer-based large language models brings forward the challenge of processing long sequences. In document visual question answering (DocVQA), leading methods focus on the single-page setting, while documents can span hundreds of pages. We present GRAM, a method that seamlessly extends pre-trained single-page models to the multi-page setting, with-out requiring computationally-heavy
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ICLR 20242024Synthesizing novel views for dynamic scenes from a collection of RGB inputs poses significant challenges due to the inherent under-constrained nature of the problem. To mitigate this ill-posedness, practitioners in the field of neural radiance fields (NeRF) often resort to the adoption of intricate geometric regularization techniques, including scene flow, depth estimation, or learned perceptual similarity
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March 21, 2024The principal economist and his team address unique challenges using techniques at the intersection of microeconomics, statistics, and machine learning.
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March 13, 2024Amazon Health Services' Sunita Mishra and Columbia University’s Katrina Armstrong discuss technology's potential role in medical settings.
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February 14, 2024Derek Chibuzor utilized his SURE experience to gain "exposure to an aerospace research project in a professional research environment."