2023
Human MotionFormer: Transferring Human Motions with Vision Transformers.
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CoRR, 2023
Human MotionFormer: Transferring Human Motions with Vision Transformers.
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Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
2021
Action-guided 3D Human Motion Prediction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Learning 3D Face Reconstruction with a Pose Guidance Network.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
DHER: Hindsight Experience Replay for Dynamic Goals.
Proceedings of the 7th International Conference on Learning Representations, 2019
SelFlow: Self-Supervised Learning of Optical Flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2015
Manifold-valued Dirichlet Processes.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Learning to segment under various forms of weak supervision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Gaze-enabled egocentric video summarization via constrained submodular maximization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Spectral Clustering with a Convex Regularizer on Millions of Images.
Proceedings of the Computer Vision - ECCV 2014, 2014
Tell Me What You See and I Will Show You Where It Is.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity.
Proceedings of the IEEE International Conference on Computer Vision, 2013
Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Analyzing the Subspace Structure of Related Images: Concurrent Segmentation of Image Sets.
Proceedings of the Computer Vision - ECCV 2012, 2012
Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012