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All SourcesarXiv
#LoRA adaptation

Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance

Intermediate
Yiqi Lin, Guoqiang Liang et al.Mar 2arXiv

Kiwi-Edit is a new video editor that follows your words and also copies looks from a picture you give it.

#reference-guided video editing#instruction-based editing#multimodal large language model

OpenTinker: Separating Concerns in Agentic Reinforcement Learning

Intermediate
Siqi Zhu, Jiaxuan YouJan 12arXiv

OpenTinker is an open-source system that makes training AI agents with reinforcement learning simple, modular, and reusable.

#Reinforcement learning#LLM agents#Agent–environment interaction

EasyV2V: A High-quality Instruction-based Video Editing Framework

Intermediate
Jinjie Mai, Chaoyang Wang et al.Dec 18arXiv

EasyV2V is a simple but powerful system that edits videos by following plain-language instructions like “make the shirt blue starting at 2 seconds.”

#instruction-based video editing#spatiotemporal mask#text-to-video fine-tuning