

Shangchen Zhou
117 posts

@ShangchenZhou
Research Assistant Professor at NTU @MMLabNTU - Computer Vision







🚀 𝙈𝙖𝙩𝘼𝙣𝙮𝙤𝙣𝙚 2 is accepted to #CVPR2026! 🔥A stronger version of 𝙈𝙖𝙩𝘼𝙣𝙮𝙤𝙣𝙚 with finer details and enhanced robustness🔥 -🏡: pq-yang.github.io/projects/MatAn… -📜: arxiv.org/abs/2512.11782 -👩🏻💻: github.com/pq-yang/MatAny…

One static model does not fit all😭 We just dropped our latest work: Functional Neural Memory. Instead of static models, we generate custom "parameters" for every single input. ✅Prompt your model anytime ✅Instant personalization ✅Better instruction following ✅Flexible & dynamic memory (w/o memory bank✌️) (🧵1/6)

Latest image models from @xAI, Grok-Imagine-Image and Pro debut top 6 in the Image Arena! Text-to-Image: ▪️ #4 Grok-Imagine-Image; scoring 1170, surpassing Flux-2-max and Nano-banana ▪️ #6 Grok-Imagine-Image-Pro Image-Edit: ▪️ #5 Grok-Imagine-Image-Pro; scoring 1330, overtaking Seedream-4.5 ▪️ #6 Grok-Imagine-Image With this launch, @xAI is now a top-3 Image AI provider alongside @GoogleDeepMind and @OpenAI. Congrats to the @xAI team on the impressive releases!



Grok Imagine prompt: A lone swordsman in a tattered cloak battles a massive sand serpent in a desert coliseum at midday, his blade flashing as dust clouds swirl around him. The arena is surrounded by crumbling stone pillars and a blazing sun overhead. Harsh sunlight cast...










