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08/28/2023
MagicEdit: High-Fidelity and Temporally Coherent Video Editing
In this report, we present MagicEdit, a surprisingly simple yet effectiv...
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08/28/2023
MagicAvatar: Multimodal Avatar Generation and Animation
This report presents MagicAvatar, a framework for multimodal video gener...
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08/24/2023
A Co-training Approach for Noisy Time Series Learning
In this work, we focus on robust time series representation learning. Ou...
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08/20/2023
ViT-Lens: Towards Omni-modal Representations
Though the success of CLIP-based training recipes in vision-language mod...
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07/20/2023
Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction like Radiologists
Lung cancer is a leading cause of death worldwide and early screening is...
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05/30/2023
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning
Recent studies have shown great promise in unsupervised representation l...
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04/26/2023
Group Equivariant BEV for 3D Object Detection
Recently, 3D object detection has attracted significant attention and ac...
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03/27/2023
OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
We present OmniAvatar, a novel geometry-guided 3D head synthesis model t...
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03/24/2023
AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning
While substantial progresses have been made in automated 2D portrait sty...
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02/24/2023
Inducing Neural Collapse in Deep Long-tailed Learning
Although deep neural networks achieve tremendous success on various clas...
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12/13/2022
PV3D: A 3D Generative Model for Portrait Video Generation
Recent advances in generative adversarial networks (GANs) have demonstra...
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12/05/2022
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding
Automatic parsing of human anatomies at instance-level from 3D computed ...
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08/02/2022
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation
Accurate and robust abdominal multi-organ segmentation from CT imaging o...
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08/01/2022
AvatarGen: a 3D Generative Model for Animatable Human Avatars
Unsupervised generation of clothed virtual humans with various appearanc...
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03/29/2022
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
Existing self-supervised 3D human pose estimation schemes have largely r...
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12/08/2021
Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering
In this work we develop a generalizable and efficient Neural Radiance Fi...
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11/07/2021
Direct Multi-view Multi-person 3D Pose Estimation
We present Multi-view Pose transformer (MvP) for estimating multi-person...
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10/25/2021
Cubature Method for Stochastic Volterra Integral Equations
In this paper, we introduce the cubature formulas for Stochastic Volterr...
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10/06/2021
Knothe-Rosenblatt transport for Unsupervised Domain Adaptation
Unsupervised domain adaptation (UDA) aims at exploiting related but diff...
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05/06/2021
Body Meshes as Points
We consider the challenging multi-person 3D body mesh estimation task in...
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05/06/2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Existing 3D human pose estimators suffer poor generalization performance...
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07/04/2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation
Existing 3D human pose estimation models suffer performance drop when ap...
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11/14/2019
Hierarchical Graph Pooling with Structure Learning
Graph Neural Networks (GNNs), which generalize deep neural networks to g...
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08/24/2019
Single-Stage Multi-Person Pose Machines
Multi-person pose estimation is a challenging problem. Existing methods ...
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05/10/2019
Predicting Path Failure In Time-Evolving Graphs
In this paper we use a time-evolving graph which consists of a sequence ...
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09/10/2018
Interactive Binary Image Segmentation with Edge Preservation
Binary image segmentation plays an important role in computer vision and...
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12/04/2017