Jungkyu Park (@jpatrickpark) 's Twitter Profile
Jungkyu Park

@jpatrickpark

Deep learning researcher, PhD student, @nyugrossman and @nyuimaging

ID: 920967518

linkhttp://jpatrickpark.com calendar_today02-11-2012 12:55:11

171 Tweet

170 Followers

259 Following

Yann LeCun (@ylecun) 's Twitter Profile Photo

Awesome work from Jean-Rémi King and team shows that activities in the layer hierarchy of a transformer trained with Self-Supervised Learning on speech and audio correlates well with activities of the hierarchy of areas on the human auditory cortex.

Krzysztof Geras (@kjgeras) 's Twitter Profile Photo

Check out our #ICML2022 paper! proceedings.mlr.press/v162/wu22d.html It presents a new perspective on why neural networks struggle to learn effectively from multiple input modalities and provides a simple remedy. This is a collaboration between Nan Wu, Stanisław Jastrzębski, Kyunghyun Cho and myself.

Check out our #ICML2022 paper! 
proceedings.mlr.press/v162/wu22d.html

It presents a new perspective on why neural networks struggle to learn effectively from multiple input modalities and provides a simple remedy.

This is a collaboration between <a href="/NanWu__/">Nan Wu</a>, <a href="/kudkudakpl/">Stanisław Jastrzębski</a>, <a href="/kchonyc/">Kyunghyun Cho</a> and myself.
Science Translational Medicine (@sciencetm) 's Twitter Profile Photo

A #DeepLearning algorithm that boosts the accuracy of dynamic contrast-enhanced #MRI for #BreastCancer could reduce false positives and minimize unnecessary biopsies in the clinic, suggests a new study. Jan Witowski Krzysztof Geras NYU Grossman School of Medicine scim.ag/3d

A #DeepLearning algorithm that boosts the accuracy of dynamic contrast-enhanced #MRI for #BreastCancer could reduce false positives and minimize unnecessary biopsies in the clinic, suggests a new study. <a href="/JanWitowski/">Jan Witowski</a> <a href="/kjgeras/">Krzysztof Geras</a> <a href="/nyugrossman/">NYU Grossman School of Medicine</a> scim.ag/3d
Jason Phang (@zhansheng) 's Twitter Profile Photo

Introducing HyperTuning: Using a hypermodel to generate parameters for frozen downstream models. This allows us to adapt models to new tasks *without* back-prop! Paper: arxiv.org/abs/2211.12485 1/10

Introducing HyperTuning: Using a hypermodel to generate parameters for frozen downstream models.

This allows us to adapt models to new tasks *without* back-prop!

Paper: arxiv.org/abs/2211.12485
1/10
Taro Makino (@taromakino) 's Twitter Profile Photo

It's typical to sum the task losses in multitask learning (MTL), but this induces spurious dependencies between the input and targets. In our #NeurIPS2022 paper, we mitigate this at inference time using existing MTL methods. w/ Kyunghyun Cho Krzysztof Geras nips.cc/Conferences/20… 1/8

It's typical to sum the task losses in multitask learning (MTL), but this induces spurious dependencies between the input and targets. In our #NeurIPS2022 paper, we mitigate this at inference time using existing MTL methods.

w/ <a href="/kchonyc/">Kyunghyun Cho</a> <a href="/kjgeras/">Krzysztof Geras</a>
nips.cc/Conferences/20…

1/8
Matthew Muckley (@mattmucklm) 's Twitter Profile Photo

I am happy to share our paper, “Exploring the Acceleration Limits of Deep Learning Variational Network–based Two-dimensional Brain MRI,” which has been recently published in Radiology: Artificial Intelligence. pubs.rsna.org/doi/10.1148/ry…

Nick Konz (@nick_konz) 's Twitter Profile Photo

I'm excited to share that the results of the Digital Breast Tomosynthesis Tumor Detection Challenge (DBTex) have officially been published in our JAMA Network Open paper, with our public benchmark, dataset, and detection algorithms' code (links 👇)! jamanetwork.com/journals/jaman… (1/n)

Taro Makino (@taromakino) 's Twitter Profile Photo

Does your multimodal model fail to utilize all modalities? It could be due to incidental correlation, which is a spurious correlation induced by a lack of data. Learn more in our Transactions on Machine Learning Research paper w/ Yixin Wang, Krzysztof Geras, and Kyunghyun Cho. openreview.net/forum?id=QoRo9… 1/7

Center for Advanced Imaging Innovation & Research (@cai2r) 's Twitter Profile Photo

Got experience in #biostatistics & interest in working w/ an interdisciplinary team on leading-edge medical imaging science? We'd like to hear from you. #job: cai2r.net/jobs/radiology… Know someone qualified who may be interested? RT! #hiring #stats #research #medicine #radiology

Jungkyu Park (@jpatrickpark) 's Twitter Profile Photo

I'm thrilled to share that I've successfully defended my PhD thesis in Biomedical Imaging and Technology at NYU Grossman School of Medicine! Many thanks to my advisors, committee members, and colleagues for their support. #PhDone #PhD #AcademicTwitter