How AI Researchers Are Making LLM Training More Efficient With Difficulty-Targeted Data Selection
Reinforcement learning (RL) has become a go-to method for fine-tuning large language models (LLMs), especially when it comes to boosting
DirectLayout: AI-Powered 3D Scene Synthesis via Spatial Reasoning
AI is revolutionizing 3D scene generation—here’s how
Creating realistic 3D indoor scenes has long been a challenge for
Refer to Anything: How Vision-Language Prompts Are Revolutionizing Image Segmentation
In a groundbreaking new paper titled Refer to Anything with Vision-Language Prompts, researchers from the University of Illinois Urbana-Champaign and
FastMEMIT: Slashing Precomputation Time for AI Knowledge Editing by 99.7%
The Hidden Cost of Editing AI Brains
Editing the knowledge inside large language models (LLMs) has become a hot topic
IllumiCraft: The Future of Controllable Video Generation with Unified Geometry and Illumination Diffusion
The Challenge of Video Relighting
Lighting is one of the most critical elements in visual storytelling, transforming flat 2D scenes
UniWorld: The AI That Sees and Creates Like Never Before
The Next Leap in AI-Powered Visual Understanding and Generation
Imagine an AI that not only understands images with human-like precision
How Tokenization Choices Skew Language Model Probabilities
Modern language models don’t just learn from data—they’re also shaped by how that data is chopped up
GUI-Actor: A New Approach to Visual Grounding for AI-Powered GUI Agents
In the rapidly evolving world of AI-powered GUI agents, one of the biggest challenges has been visual grounding—the ability
ProRL: How Prolonged Reinforcement Learning is Expanding the Reasoning Boundaries of AI Models
In a groundbreaking study from NVIDIA, researchers have introduced ProRL (Prolonged Reinforcement Learning), a novel training methodology that challenges prevailing
DexMachina: How AI is Teaching Robots to Manipulate Objects Like Humans
Robots have long struggled with tasks that humans find trivial—like opening a waffle iron mid-air or flipping a notebook