Search Results - "Lo, Kyle"

Diff-DEM: A Diffusion Probabilistic Approach to Digital Elevation Model Void Filling by Shih-Huang Lo, Kyle, Peters, Jorg

“…Digital elevation models (DEMs) are crucial for modeling and analyzing terrestrial environments, but voids in DEMs can compromise their downstream use…”
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Visual-Attention-Based Pixel Dimming Technique for OLED Displays of Mobile Devices by Yeh, Chia-Hung, Lo, Kyle Shih-Huang, Lin, Weisi

“…Organic light-emitting diode (OLED) display has been widely used for mobile devices due to its features of wide color range and high contrast. However, display…”
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Visual-Quality Guided Global Backlight Dimming for Video Display on Mobile Devices by Yeh, Chia-Hung, Lo, Kyle Shih-Huang, Lin, Weisi

“…This proposes a visual-quality guided global backlight dimming (VQG-GBD) algorithm to reduce the power consumption of liquid-crystal display on mobile devices…”
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VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups by Shen, Zejiang, Lo, Kyle, Wang, Lucy Lu, Kuehl, Bailey, Weld, Daniel S., Downey, Doug

“…Accurately extracting structured content from PDFs is a critical first step for NLP over scientific papers. Recent work has improved extraction accuracy by…”
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Automatic question answering for multiple stakeholders, the epidemic question answering dataset by Goodwin, Travis R., Demner-Fushman, Dina, Lo, Kyle, Wang, Lucy Lu, Dang, Hoa T., Soboroff, Ian M.

“…One of the effects of COVID-19 pandemic is a rapidly growing and changing stream of publications to inform clinicians, researchers, policy makers, and patients…”
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Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature by Kanakia, Anshul, Wang, Kuansan, Dong, Yuxiao, Xie, Boya, Lo, Kyle, Shen, Zhihong, Wang, Lucy Lu, Huang, Chiyuan, Eide, Darrin, Kohlmeier, Sebastian, Wu, Chieh-Han

“…On the behest of the Office of Science and Technology Policy in the White House, six institutions, including ours, have created an open research dataset called…”
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Bicubic Splines for Fast-Contracting Control Nets by Karčiauskas, Kȩstutis, Lo, Kyle Shih-Huang, Gunpinar, Erkan, Peters, Jörg

“…Merging parallel quad strips facilitates narrowing surface passages, and allows a design to transition to a simpler shape. While a number of spline surface…”
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Text mining approaches for dealing with the rapidly expanding literature on COVID-19 by Wang, Lucy Lu, Lo, Kyle

“…Abstract More than 50 000 papers have been published about COVID-19 since the beginning of 2020 and several hundred new papers continue to be published every…”
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TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19 by Roberts, Kirk, Alam, Tasmeer, Bedrick, Steven, Demner-Fushman, Dina, Lo, Kyle, Soboroff, Ian, Voorhees, Ellen, Wang, Lucy Lu, Hersh, William R

“…Abstract TREC-COVID is an information retrieval (IR) shared task initiated to support clinicians and clinical research during the COVID-19 pandemic. IR for…”
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Quantifying Sex Bias in Clinical Studies at Scale With Automated Data Extraction by Feldman, Sergey, Ammar, Waleed, Lo, Kyle, Trepman, Elly, van Zuylen, Madeleine, Etzioni, Oren

“…Analyses of female representation in clinical studies have been limited in scope and scale. To perform a large-scale analysis of global enrollment sex bias in…”
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Searching for scientific evidence in a pandemic: An overview of TREC-COVID by Roberts, Kirk, Alam, Tasmeer, Bedrick, Steven, Demner-Fushman, Dina, Lo, Kyle, Soboroff, Ian, Voorhees, Ellen, Wang, Lucy Lu, Hersh, William R.

“…[Display omitted] •TREC-COVID Information Retrieval (IR) shared task, developed in response to the COVID-19 pandemic.•Differs from most IR shared tasks…”
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Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World by Firouzi, Farshad, Farahani, Bahar, Daneshmand, Mahmoud, Grise, Kathy, Song, Jaeseung, Saracco, Roberto, Wang, Lucy Lu, Lo, Kyle, Angelov, Plamen, Soares, Eduardo, Loh, Po-Shen, Talebpour, Zeynab, Moradi, Reza, Goodarzi, Mohsen, Ashraf, Haleh, Talebpour, Mohammad, Talebpour, Alireza, Romeo, Luca, Das, Rupam, Heidari, Hadi, Pasquale, Dana, Moody, James, Woods, Chris, Huang, Erich S., Barnaghi, Payam, Sarrafzadeh, Majid, Li, Ron, Beck, Kristen L., Isayev, Olexandr, Sung, Nakmyoung, Luo, Alan

“…As COVID-19 hounds the world, the common cause of finding a swift solution to manage the pandemic has brought together researchers, institutions, governments,…”
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Robust OLED displays dimming algorithm based on visual perceptual analysis techniques by Lo, Kyle Shih-Huang, Chia-Hung Yeh, Wen-Jung Huang

“…Mobile devices have become an indispensable part of our live. Hence, to increase the battery life of mobile devices has become a crucial research topic to…”
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A high-efficiency dynamic backlight dimming algorithm based on visual content analysis by Lo, Kyle Shih-Huang, Jia-Ying Lin, Chia-Hung Yeh

“…Mobile devices have been playing an important role in our daily lives. Therefore, to extend the standby time of mobile devices has become a focal topic to both…”
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Power saving on mobile devices through contrast-aware backlight control by Yang, Vivian, Jia-Ying Lin, Lo, Kyle Shih-Huang, Chia-Hung Yeh, Chia-Chen Kuo, Li-Wei Kang

“…Based on the high penetration rate of mobile devices, reducing power consumption for mobile devices have become increasingly important. In current technology,…”
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Overview and Insights from the SciVer Shared Task on Scientific Claim Verification by Wadden, David, Lo, Kyle

“…We present an overview of the SciVer shared task, presented at the 2nd Scholarly Document Processing (SDP) workshop at NAACL 2021. In this shared task, systems…”
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RouterRetriever: Exploring the Benefits of Routing over Multiple Expert Embedding Models by Lee, Hyunji, Soldaini, Luca, Cohan, Arman, Seo, Minjoon, Lo, Kyle

“…Information retrieval methods often rely on a single embedding model trained on large, general-domain datasets like MSMARCO. While this approach can produce a…”
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One Thousand and One Pairs: A "novel" challenge for long-context language models by Karpinska, Marzena, Thai, Katherine, Lo, Kyle, Goyal, Tanya, Iyyer, Mohit

“…Synthetic long-context LLM benchmarks (e.g., "needle-in-the-haystack") test only surface-level retrieval capabilities, but how well can long-context LLMs…”
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RoofDiffusion: Constructing Roofs from Severely Corrupted Point Data via Diffusion by Lo, Kyle Shih-Huang, Peters, Jörg, Spellman, Eric

“…Accurate completion and denoising of roof height maps are crucial to reconstructing high-quality 3D buildings. Repairing sparse points can enhance low-cost…”
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Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience by August, Tal, Lo, Kyle, Smith, Noah A, Reinecke, Katharina

“…Language models (LMs) show promise as tools for communicating science to the general public by simplifying and summarizing complex language. Because models can…”
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