Generative Omnimatte: Learning to Decompose Video into Layers.
CoRR, 2024
VidPanos: Generative Panoramic Videos from Casual Panning Videos.
Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs.
Proceedings of the Computer Vision - ECCV 2024, 2024
Omnimatte3D: Associating Objects and Their Effects in Unconstrained Monocular Video.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Self-supervised AutoFlow.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Associating Objects and Their Effects in Video through Coordination Games.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
On the Origin of Species of Self-Supervised Learning.
CoRR, 2021
Self-supervised Video Object Segmentation by Motion Grouping.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Omnimatte: Associating Objects and Their Effects in Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Layered neural rendering for retiming people in video.
ACM Trans. Graph., 2020
MAST: A Memory-Augmented Self-Supervised Tracker.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Computer Vision - ACCV 2018, 2018
Learning to See Physics via Visual De-animation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017