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Knot Forcing: Taming Autoregressive Video Diffusion Models for Real-time Infinite Interactive Portrait Animation

Intermediate

Steven Xiao, Xindi Zhang et al.Dec 25arXiv

This paper introduces Knot Forcing, a way to make talking-head videos that look great while being generated live, frame by frame.

#Knot Forcing#autoregressive video diffusion#temporal knot

Olmo 3

Beginner

Team Olmo, : et al.Dec 15arXiv

Olmo 3 is a family of fully-open AI language models (7B and 32B) where every step—from raw data to training code and checkpoints—is released.

#fully-open language models#model flow#long-context reasoning

InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models

Intermediate

Hongyuan Tao, Bencheng Liao et al.Dec 9arXiv

InfiniteVL is a vision-language model that mixes two ideas: local focus with Sliding Window Attention and long-term memory with a linear module called Gated DeltaNet.

#InfiniteVL#linear attention#Gated DeltaNet

Papers3

Knot Forcing: Taming Autoregressive Video Diffusion Models for Real-time Infinite Interactive Portrait Animation

Olmo 3

InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models