Ripan Kumar Kundu @riponkundu69
Ph.D. student at @mizzou, working on Explainable AI and Trustworthy AI in @VR. Working at @dependableCPS Laboratory. linkedin.com/in/ripan-kumar… Columbia, Missouri, USA Joined February 2022-
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I am thrilled to share that I received the "2024 Outstanding Ph.D. Student Award" from the @Mizzouengineer at the @Mizzou . I want to thank my advisor, @KhazaHoque , for his continuous support, help, and encouragement. #academiclife #phdresearch #mizzou #award
I have a funded PhD position available immediately in my lab in the area of AI+VR. If you are interested, please apply: linkedin.com/posts/khaza_vi… #VirtualReality #ArtificialInteligence #AI #phdstudent #AcademicTwitter
PhD position is available in the area of formal method + robotics in the @dependableCPS laboratory. Detail about the position: tinyurl.com/35mwjvz4 Please Retweet/share 🙏 #formalverification #formalmethod #Robotics #logic
Announcing GPT-4, a large multimodal model, with our best-ever results on capabilities and alignment: openai.com/product/gpt-4
Sounds like VR cybersickness in action. In addition to last few years, this year we had 3 papers in top conferences including ISMAR @ismarconf, IEEE VR @IEEEVR , and ACM IUI @ACMIUI on this topic. Someone please fund our research :( #VirtualReality #AcademicTwitter #XAI
Sounds like VR cybersickness in action. In addition to last few years, this year we had 3 papers in top conferences including ISMAR @ismarconf, IEEE VR @IEEEVR , and ACM IUI @ACMIUI on this topic. Someone please fund our research :( #VirtualReality #AcademicTwitter #XAI
Practically speaking somehow yes with @elonmusk .But all the academic papers are not garbage. We know theory doesn't create physical wonders it is engineering ingenuity, those who actually put theories to practice. #academia #research #publicati
Our recent work on applying explainable machine learning to VR cybersickness detection has been featured in Mizzou EECS Newsletter. Congratulations to the team! #machinelearning #XAI #VR #ISMAR22 engineering.missouri.edu/mizzou-enginee…
Special AI☕ break edition about exciting developments in mathematical deep learning – inspired by physics. 🔥 📺 youtu.be/m2bXL5Z5CBM Make sure to check it out if you want a quick summary over parts of the deeplearningtheory.com book by @danintheory, @ShoYaida, @BorisHanin.
DCPS Iftar (Ramadan Dinner) 2022
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Can we design an efficient & versatile framework to reuse+adapt existing pretrained ControlNets to accurately guide any video/image diffusion model and support diverse controls? 🚨 Introducing Ctrl-Adapter: ➡️ Flexible Compatibility: Adapts any pretrained ControlNet…
I’m excited to share that this Fall I will start a PhD at @MITEECS, supported by the NSF Graduate Research Fellowship Program!
Shubho nababarsher antorik priti o shubheccha! Happy Bengali New Year🌺
As we increasingly rely on #LLMs for product recommendations and searches, can companies game these models to enhance the visibility of their products? Our latest work provides answers to this question & demonstrates that LLMs can be manipulated to boost product visibility!…
My group has a postdoc opening in the "theoretical" aspects of LLMs (meaning doing research on LLMs without much compute). Send me an email if you're interested!
Beyond the quality of our decisions, how will AI assistance affect us -- our growth and improvement, enjoyment, collaboration, or our agency in the workplace? The current design of AI assistance does not consider human-centric objectives; we need methods to account for them.
Very excited to share our #CHI2024 paper on the ✨Situate AI Guidebook✨, a toolkit designed in collaboration with public sector agencies & community advocacy groups, to scaffold early-stage deliberations around *whether or not* to move forward w/ developing a proposed AI tool🧵
To rank LLMs, it has become common to gather pairwise comparisons by a strong LLM rather than humans. Worryingly, one cannot measure the uncertainty that any mismatch between human and model preferences introduces in the ranking. In arxiv.org/abs/2402.17826, we bridge this gap 1/n
There are numerous environments LLMs are not trained for: enterprise DBs, proprietary knowledge graphs, etc. The de facto solution for applying LLMs in such scenarios is RAG. We envision a new framework: creating a Middleware for LLMs. Just like humans invented tools to help us…
🧐Question: How to turn your LLM into a generalist agent interacting with complex real-world environments? 🙌Answer: Equip the LLM with specialized tools (Fig 1)! We found such tools boost GPT-4 by about 2.8x on database tasks and 2.2x on KB tasks. (1/n)
Was this sequence in the training dataset or not?? In new paper, we study why membership inference attacks show *near-random performance* on LLMs!! We also release a Python package for seamless MIA evaluation!! Paper: arxiv.org/abs/2402.07841 Repo: github.com/iamgroot42/mim…
🔬 Possible Research Topics: ✨ Multimodal Learning ✨ Explainable ML ✨ Large Foundational Models ✨ Scene & Video Understanding ✨ Low-shot Learning & more! 👩💻👨💻 Join us in shaping the future of Explainable Machine Learning!
🚀 Iterative DPO is efficient theoretically and empirically! 🚀 We've got extensive empirical support for GSHF now! 📊 Joint work with Wei @weixiong_1, Chenlu @ye_chenlu, Ziqi @wzq016, Han @han_zhong1, Heng @elgreco_winter, Nan @nanjiang_cs , Tong arxiv.org/abs/2312.11456
Happy to share our new preprint on understanding how reasoning emerges from language model pre-training: arxiv.org/abs/2402.03268 We hypothesize that language models can aggregate reasoning paths seen in pre-training data to draw new conclusions at inference time.
🗣️I've been thinking about data quality & human factor in the process a lot lately, so write a short post on the topic: lilianweng.github.io/posts/2024-02-… More: If you are into the topic, my team is hiring Research Engineer for a new sub-team Human-AI Interaction: openai.com/careers/resear…
We have open Ph.D. and post-doc positions for our multi-modal pre-training team at FAIR. We have lots of GPUs. DM me if you are interested.
I have now reviewed about 10 ChatGPT papers for #CHI2024 and most of them add no real value. They regurgitate the same things CUI researchers have been discussing for years without citing them. If you are working with ChatGPT, please AT LEAST review the existing literature.
Are you doing great research in the AR/VR/XR space? You should submit a paper to the ISMAR 2024 conference - ieeeismar.org/2024/ @ismarconf #AugmentedReality #XR #VirtualReality
We're excited to announce our keynote speakers for #SaTML2024: Somesh Jha (@jhasomesh) and Deborah Raji (@rajiinio)! Come meet them in Toronto in April at #SaTML2024 -- it's bound to be a fantastic program!
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