🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Fantastic experience, highly recommend!

Excited to introduce SPICE, a novel image editing framework that supports precise and local editing. In the example shown below, we iteratively edit the area around a fridge for various tasks. Paper: arxiv.org/abs/2504.09697 Code: github.com/kenantang/spice

Here’s why SPICE matters in AI-driven creative workflows: 1. SPICE seamlessly supports diverse artistic styles, including photorealistic, cartoon, or any LoRA-compatible art style. True cross-style adaptability, no compromises.

2. Ever struggled with multi-step image distortion? SPICE enables ultra-long editing of 100+ iterations without degradation. Say goodbye to cumulative distortion issues!

3. SPICE excels at spatial reasoning. With minimal user prompts, it accurately constructs complex 3D spatial relationships. Precise editing, simplified.

4. Resolution limits? Not here. SPICE natively handles any resolution without cropping or compression. Total creative freedom.

Another example: The editing prompt is “Add a black backpack onto this bench”. While other methods face spatial errors and distortion, SPICE uses a two-stage denoising method to ensure exact object placement every time. #AI #ImageEditing #OpenSource #SPICE

Kenan has lead this amazing work for precise, iterative and customizable image editing. Go to our paper or website: kenantang.github.io/spice/ to learn more about it! 😃

awesome application of topological deep learning!

I’m stoked to share that I'll be starting as an AI Research Fellow at Atmo Atmo! Very excited to continue working with their world-class team on the cutting edge of deep learning for atmospheric dynamics and weather forecasting 🌩️🌀🔮

An absolute must-read! 🚀 Huge congrats to all the authors on this impressive work — definitely worth checking out!

🎉 We’re thrilled to announce the first ELLIS × Unireps Speaker Series (Reading Group associated with ELLIS PhD & Postdoc Program) session is happening soon! 🔜 🗓️ When: 29th May 2025 – CET 📍 Where: ethz.zoom.us/j/66426188160 🎙️ Who: Andrew Lampinen (Keynote) &

We are looking for reviewers to serve on the Program Committee of the Symmetry and Geometry in Neural Representations (NeurReps) workshop at NeurIPS 2025! If you are interested in participating, please fill out this form: forms.gle/wgUXHT7Mq71nK3… Symmetry and Geometry in Neural Representations

Interested in the cutting edge of graph theory and topology for GDL? Join us this Wednesday at 17:00 IDT (16:00 CET) for our seminar with Haggai Maron's lab in Technion to learn how we can push the limits of expressivity in graph and topological deep learning!

New NanoGPT training speed world record from the Enigma Project 🎉 (Andreas Tolias Lab @ Stanford University, Sophia Sanborn, enigmaproject.ai) We improve the efficiency of gradient all_reduce. Short explainer of our method 👇 [1/6]

Interested in graph and topological deep learning?🍩 Join us this wednesday online for this exciting Symmetry and Geometry in Neural Representations global seminar series!🌟

Congrats to the winners of the 2025 Global Datathon on Women's Brain Health! 🥇Manh Nguyen, Thu Nguyen -FPT University 🥈Baixue Yao, Xiaoyue Zhang -Flagship Labs 84 🥉Wei Lyu, Zhida Wang UC Santa Barbara from 1000s of participants around the globe🌐 The Ann S. Bowers Women's Brain Health Initiative WiDS Datathon

Watch the 2025 winners explain their solution predicting ADHD across sexes🧠: 📺 youtu.be/i6XdxAa9Bak Thanks to Valerie Elliott Arianna Zuanazzi Amy Kuceyeski | @[email protected] Maggie Demkin WiDS_Datathon The Ann S. Bowers Women's Brain Health Initiative Kaggle Child Mind Institute for organizing and congratulations to all the participants!

The era of artificial scientific intelligence is here. As algorithms generate discoveries at scale, what role remains for human scientists?🤔 Thanks PLOS Biology for publishing my perspective Real AI @ UCSB UCSB ECE UC Santa Barbara's College of Engineering UC Santa Barbara ! journals.plos.org/plosbiology/ar…

Check out a new perspective from Nina Miolane 🦋 @ninamiolane.bsky.social on the role of human scientists in an era where discoveries by artificial intelligence are increasing 🧠👽