Jaydeep Rade
@JaydeepRadeJDDeep Learning | Computer Vision | 3D Reconstruction | PhD Candidate at Iowa State University | Looking for Full-time Job opportunities
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🎉 Excited to share that I've received the Research Excellence Award from @IowaStateU ! 🏆 Grateful for the support of my mentors Dr.Soumik Sarkar, Dr.Anwesha Sarkar and Dr.Adarsh Krishnamurthy and colleagues. Your guidance and encouragement have been invaluable! Thank you all!!
We have trained ESM3 and we're excited to introduce EvolutionaryScale. ESM3 is a generative language model for programming biology. In experiments, we found ESM3 can simulate 500M years of evolution to generate new fluorescent proteins. Read more: evolutionaryscale.ai/blog/esm3-rele…
In case you were wondering what’s going on with the back of the #CVPR2024 T-shirt: it’s a hybrid image made by @invernopark and @dangengdg! When you look at it up close, you’ll just see the Seattle skyline, but when you view it from a distance, the text “CVPR” should appear.
What an end to #DLGC2024 this year @cvpr! Lovely questions, brain-bending ideas, inspiring moderation, and all of us forming a circle of collaboration, THANK YOU! Glowing thanks to @OlgaSorkineH for her presence, and Sainan for hosting. See you next year at #CVPR2025!
Check out my poster on “3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)” in Arch 4E hall #198 at 10-10:45 and 3pm - 3:45pm @CVPR
Apparently you cannot sit (can stand though) on floor if all the chairs are occupied in workshop room! Also entry is restricted if the room is full🥲 @CVPR Get in the room early🤞
For this work, I’m grateful to collaborate with Aditya Balu, @BabuaSpeaks , @chegday , Baskar Ganapathysubramanian, and @adarshk Also, check out @JaydeepRadeJD- “3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)" at DLGC.
been learning a lot about LLMs etc over the past year, organized some of my favorite explainers into a “textbook-shaped” resource guide wish i’d had this at the start, maybe it can useful to others on a similar journey genai-handbook.github.io
The devil works fast but lucidrains works faster
MLPs are so foundational, but are there alternatives? MLPs place activation functions on neurons, but can we instead place (learnable) activation functions on weights? Yes, we KAN! We propose Kolmogorov-Arnold Networks (KAN), which are more accurate and interpretable than MLPs.🧵
It was great to have Ankush and the Darshana organizing committee bring #Indian culture to the Capitol last week! 🕉️🧘🏾♀️ The exhibition beautifully showcased the many facets of the culture, and I can never resist a great cup of chai! ☕
9/ Buildbox is making game creation super easy! They released an alpha version of Buildbox 4, an AI-first game engine where you can create games and assets just by typing what you want.
Feeling lost in a sea of protein design AI papers? Wondering what the state of the art is? What methods to use? What problems to work on? We just put out a preprint to make your life a little easier. arxiv.org/pdf/2310.09685…
Delighted to share our recent work on "Deep Learning-based 3D Multigrid Topology Optimization of Manufacturable Designs" is published in the Engineering Applications of Artificial Intelligence (EAAI 2023) Journal. You can read the paper at this link: sciencedirect.com/science/articl…
i summarized and compiled all of the literature i feel is relevant for catching up on the state of ai in the lm-flavoured space. everything links to directly to the pdf (not the arxiv home)~ it covers 22 models along with two dozen other techniques kipp.ly/blog/transform…
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