Papers2

#Autoregressive Inference

Test-Time Training with KV Binding Is Secretly Linear Attention

Junchen Liu, Sven Elflein et al.Feb 24arXiv

The paper shows that Test-Time Training (TTT) with key–value (KV) binding is not really memorizing like a notebook; it is acting like a learned linear attention layer.

#Test-Time Training#KV Binding#Linear Attention

WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion

Beginner

Hanyang Kong, Xingyi Yang et al.Dec 22arXiv

WorldWarp is a new method that turns a single photo plus a planned camera path into a long, steady, 3D-consistent video.

#Novel View Synthesis#3D Gaussian Splatting#Spatio-Temporal Diffusion