Customer-obsessed science
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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.
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March 05, 2024Using time to last byte — rather than time to first byte — to assess the effects of data-heavy TLS 1.3 on real-world connections yields more encouraging results.
February 15, 2024
In addition to its practical implications, recent work on “meaning representations” could shed light on some old philosophical questions.
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The Web Conference 2024 Workshop on Information Retrieval Meets Large Language Models2024Retrieval and ranking lie at the heart of several applications like search, question-answering, and recommendations. The use of Large language models (LLMs) such as BERT in these applications have shown promising results in recent times. Recent works on text-based retrievers and rankers show promising results by using bi-encoders (BE) architecture with BERT like LLMs for retrieval and a cross-attention
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ICDE 20242024How can we effectively generate missing data trans-formations among tables in a data repository? Multiple versions of the same tables are generated from the iterative process when data scientists and machine learning engineers fine-tune their ML pipelines, making incremental improvements. This process often involves data transformation and augmentation that produces an augmented table based on its base
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ICRA 20242024Robotic manipulation is a key enabler for automation in the fulfillment logistics sector. Such robotic systems require perception and manipulation capabilities to handle a wide variety of objects. Existing systems either operate on a closed set of objects or perform object-agnostic manipulation which lacks the capability for deliberate and reliable manipulation at scale. Object identification (ID) unlocks
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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 16, 2024Gift project and sponsored awards examine topics that range from improving 3D garment modeling to reducing false positives in code analysis.
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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."