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AI Video Papers·2026
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WorldCrafter: Consistent Video World Model with Implicit 3D-aware Memory

Wangbo Yu, Kunhao Liu +9·Affiliation: Peking Universityhttps://drexubery.github.io/WorldCrafter, Affiliation: ARC Lab, Tencent IEG

Learns a camera-queryable implicit 3D-aware memory that compresses multi-view history into target-view tokens to enable long-horizon, camera-controllable video generation. Improves revisit consistency and camera-control accuracy and supports streaming exploration from a single image or text prompt.

#video#vision#world-model#long-horizon#distillation+5
Hugging Face
AI Model·2026
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MiMo-V2.6-Distill-Qwen-9B

Xiaomi MiMo Team

A 9B agentic multimodal SFT checkpoint distilled from Qwen3.5-9B for coding, general agent tasks, visual coding and cybersecurity. Provided by Xiaomi MiMo as a research seed (77.4B-token SFT mix) to bootstrap agentic RL and tool-use experiments.

#qwen#distillation#sft#coding#coding-agents+9
Computer Vision Papers·2026
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GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation

Jiahao Lu, Minghao Yin +6·The Hong Kong University of Science and Technology, ARC Lab, Tencent IEG +2

Compresses a geometry-foundation model’s multi-level features into a compact latent that decodes jointly to RGB, depth, cameras and point maps — enabling a conditional flow to generate 3D-consistent video and novel views with measurably improved coherence.

#paper#vision#foundation-model#flow-matching#video+4
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