Search papers, labs, and topics across Lattice.
5
0
10
Even state-of-the-art AI-generated image detectors struggle when images are cropped, resized, or compressed, revealing a critical gap in real-world robustness.
Fuzzy logic bridges the gap between LLM reasoning and low-level artifact detection, creating a surprisingly effective AI-generated image detector.
Forget outcome-based filtering: TopoCurate uses interaction topology to surface informative tool-use trajectories and tasks, boosting SFT and RL performance by up to 6.9%.
Achieve Transformer-level handwritten text recognition accuracy with 1.6-1.9x faster inference and 38-42% less memory by ditching attention for a linear-time RetNet architecture.
Forget expensive MoE training from scratch: ExpertWeaver unlocks inherent MoE structure within dense LLMs using GLU activation patterns, offering a training-free conversion.
