Mansi Phute @ NeurIPS

[Raj Shah @rajsanjayshah]

Excited to be in Montreal this week for COLM 2025!
I have two papers accepted this year:
1️⃣ The Unlearning Mirage, a dynamic framework for evaluating LLM unlearning.
2️⃣ With @Harsh_N_Lalai10, using 20 Questions as a creative framework to systematically evaluate geographical bias in LLMs.
Check out the individual threads!

[Anthony Peng @RealAnthonyPeng]

🚨 New paper alert! 🚨

Can you believe it? Flawed thinking helps reasoning models learn better!

Injecting just a bit of flawed reasoning can collapse safety by 36% 😱 — but we teach large reasoning models to fight back 💪🛡️.

Introducing RECAP 🔄: an RL post-training method that trains models to override unsafe reasoning, reroute to safe & helpful answers, and stay robust — all without extra training cost.

✨ Safer reasoning 🤖
✨ Stronger jailbreak resistance 🔓
✨ Lower overrefusal 🙅
✨ Preserved core reasoning capability 🧠

#LLM #ReasoningModels #RLHF #AISafety #Alignment #MachineLearning

[Seongmin Lee @SeongminLeee]

@ieeebigdata #AI #IEEE #BigData #DeepLearning #ResponsibleAI

[Julia Kruk @JuliaKruk__]

🚨 NeurIPS 2024 🚨How robust are our AI-Generated Image Detectors?

🤔 Can they detect various magnitudes of image augmentations?
💡 Does performance fluctuate across scenes and subjects?

🚀 Find out with Semi-Truths: a dataset of about 1.5 million images for the targeted evaluation of AI-generated images. https://t.co/qJNzfm4zFs

[Julia Kruk @JuliaKruk__]

Presenting the all-woman team behind Semi-Truths (+ @PoloChau 😁), landed in #NeurIPS2024!!

📍Come see us tomorrow at 11am - 2pm, West Ballroom A-D #5211.

[Alec Helbling @alec_helbling]

Introducing ClickDiffusion!

We developed a system for precise image manipulation and generation that combines natural language instructions with visual feedback provided by the user through a direct manipulation interface.

[Anthony Peng @RealAnthonyPeng]

🎉Thanks for the huge interest from the community in my last post comparing GPT-4o with UniTable for table recognition! We are excited to release more qualitative results of our UniTable!!! 😀

See more examples including paper and code in the thread 🧵(1/n)

[Mansi Phute @ NeurIPS @mansiphute]

Find the code here! 👉 https://t.co/wbG8xuF9RV

[Mansi Phute @ NeurIPS @mansiphute]

Looking to safeguard your LLMs from deception?
🛡️LLM Self Defense is
🛠️Simple: No fine-tuning or preprocessing
🌐Generalizable: Works for GPT3.5 and Llama
💪Effective: Countering almost all attacks

Visit us at ICLR'24 tomorrow at Hall B #294 from 4:30pm - 6:30pm to know more!

[Mansi Phute @ NeurIPS @mansiphute]

Find the paper here! 👉 https://t.co/otxlk8aGd3

[Mansi Phute @ NeurIPS @mansiphute]

I’m honored to be awarded with the Marshall D. Williamson Fellowship for academic excellence and leadership by @gtcomputing 🌟

Thank you @PoloChau for your unwavering support and encouragement!

[Duen Horng "Polo" Chau @PoloChau]

🤔 Want to Fine-Tune LLMs with Your Private Data for FREE? 3-in-1 tutorial designed for everyone!

📖 Accessible blog post https://t.co/3kNIU8Hu4S
+ 💻 Step-by-step Colab notebook https://t.co/c0vR6lTZwB
+ 🎙️ High-level presentation

[Mansi Phute @ NeurIPS @mansiphute]

Thrilled to be donning the cap and gown for my Master's graduation today! 🚀🎓

I learned so many lessons at GT, both inside and outside the classrooms, that I will carry with me for the rest of my life. Thanks to everyone who supported me in this journey!

Go Jackets! 🐝

[GaTech CSE @GTCSE]

Several CSE students, faculty, and alumni were recognized last week at @gtcomputing's 33rd Annual Awards Celebration!

Stay tuned for our award wrap-up story to publish soon! Until then, here are a few highlights from the banquet! Congratulations, everyone! 🥳🎉

[Duen Horng "Polo" Chau @PoloChau]

🎓 How to choose a PhD advisor? 💡My top tip: prioritize human qualities. Without the right people, research is not going to happen. 🌟Dive deeper here: https://t.co/P0tnzCILxY

[Duen Horng "Polo" Chau @PoloChau]

📢 Georgia Tech's School of Computational Science and Engineering has multiple faculty openings! https://t.co/w6v6KwN07z

Join us at the coolest CSE department in the world! @GTCSE @gtcomputing @mlatgt

[Anthony Peng @RealAnthonyPeng]

🛡️ Want to protect your AI models from attacks? You only need 3 robust principles! 🏆 #1 on RobustBench CIFAR-10 leaderboard

🔬 Robust Principles unlock the power of architectural robustness of models, datasets, adversarial training, and network designs! https://t.co/QXl1ZiTbkm

[SwatiShilaskar @ShilaskarSwati]

Congratulations to Ms. Mansi Phute (@mansiphute) for Wining #LIVELABZ Quiz on Practical Computer Vision.

#LIVELABZ is a Knowledge Dissemination Initiative of Vishwakarma Institute of Technology Pune

https://t.co/0SxH36gf5G
#AI #ComputerVision #Technology #MachineLearning

[Mansi Phute @ NeurIPS @mansiphute]

@ShripadBhat7 Fundamental and essential matrices are important in the epipolar geometry of stereo images. Both relate a point in one camera to a point in the other given rotation and translation. Essential matrix has 5 dof and fundamemtal matrix has 7 dof as it contains info about calibration

[Mansi Phute @ NeurIPS @mansiphute]

@ShripadBhat7 GMM is used to identify objects by classifying them in gaussian distributions. There are 2 stages in the model creation: expectation and maximization. In maximization we adjust the mean variance and weight of the distributions to maximize the possibility of correct classification