Junqi You, Chieh Hubert Lin, Weijie Lyu, Zhengbo Zhang, Ming-Hsuan Yang
We propose InstaInpaint, a reference-based feed-forward framework that produces 3D-scene inpainting from a 2D inpainting proposal within 0.4 seconds. InstaInpaint achieves a 1000× speed-up from prior methods while maintaining a state-of-the-art performance across two standard benchmarks.
Paper and code will be released soon. Please stay tuned.