Shows
Daily Paper CastOn the Compositional Generalization of Multimodal LLMs for Medical Imaging
🤗 Upvotes: 29 | cs.CV, cs.AI, cs.CL, cs.LG
Authors:
Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang
Title:
On the Compositional Generalization of Multimodal LLMs for Medical Imaging
Arxiv:
http://arxiv.org/abs/2412.20070v1
Abstract:
Multimodal large language models (MLLMs) hold significant potential in the medical field, but their capabilities are often limited by insufficient data in certain medical domains, highlighting the need for understanding what kinds of images can be used by MLLMs for generalization. Cur...2025-01-0122 minDaily Paper CastHuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
🤗 Upvotes: 53 | cs.CL, cs.AI, cs.LG
Authors:
Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Jianye Hou, Benyou Wang
Title:
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
Arxiv:
http://arxiv.org/abs/2412.18925v1
Abstract:
The breakthrough of OpenAI o1 highlights the potential of enhancing reasoning to improve LLM. Yet, most research in reasoning has focused on mathematical tasks, leaving domains like medicine underexplored. The medical domain, though distinct from mathematics, also demands robust reasoning to provide reliable answers, given the high standards of...2024-12-3123 min
Design FeelingBeyond the Bootcamp: The Nuances of Becoming a Competent Designer#037 - In this podcast episode, host Nirish Shakya has a heart-to-heart conversation with three of his UX design students from General Assembly, Junying Lim, Sarah Willet, and Freddie Grzybowski. They discuss the nuances of becoming a competent designer beyond just the methods and tools learned in a boot camp. They delve into personal and professional journeys that shape a designer's perspectives and approach to design.Key topics discussed:The courage it takes to embrace the unknown and the discomfort that comes with learning something newThe importance of personal experiences and perspectives in shaping a designerWhy knowing...2023-05-251h 23
Aging-USIs Estrogen Dysregulation Behind Alzheimer’s Pathology?Listen to a blog summary of a trending research paper published by Aging (Aging-US), entitled, "ESR1 dysfunction triggers neuroinflammation as a critical upstream causative factor of the Alzheimer’s disease process.”
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The United States government currently has a mind-blowing annual budget of $3.5 billion designated for Alzheimer’s disease (AD) and dementia research funding. Therapeutics pushed forward thus far have been largely based on the amyloid-beta (Aβ) cascade hypothesis of AD. Surprisingly, despite decades and billions, these interventions have yielded little to no benefits for AD patients. This lack of efficacy has encouraged some researchers to rethink AD pathology and focus on disc...2022-11-2208 min
Market NarrativesJunying Shen on differing performance and cash flow characteristics among infrastructure asset sectorsJunying Shen, vice president and co-head of the private assets research program in the Institutional Advisory & Solutions (IAS) group at PGIM, speaks with Amanda White, editor of Top1000Funds.com (Investment Magazine’s sister publication), on how historical performance and cash flow characteristics differ enormously among infrastructure asset sectors.2022-03-2122 min