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09/12/2023
GA-Sketching: Shape Modeling from Multi-View Sketching with Geometry-Aligned Deep Implicit Functions
Sketch-based shape modeling aims to bridge the gap between 2D drawing an...
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08/22/2023
Efficient View Synthesis with Neural Radiance Distribution Field
Recent work on Neural Radiance Fields (NeRF) has demonstrated significan...
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08/13/2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks
Despite the rapid advancement of unsupervised learning in visual represe...
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07/07/2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training
In this paper, we introduce a realistic and challenging domain adaptatio...
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06/20/2023
3D Keypoint Estimation Using Implicit Representation Learning
In this paper, we tackle the challenging problem of 3D keypoint estimati...
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06/16/2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
High-quality data is essential for conversational recommendation systems...
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06/10/2023
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm
Neural radiance fields (NeRF) have shown great success in novel view syn...
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05/23/2023
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos
Reconstructing dynamic 3D garment surfaces with open boundaries from mon...
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05/08/2023
FashionTex: Controllable Virtual Try-on with Text and Texture
Virtual try-on attracts increasing research attention as a promising way...
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04/20/2023
SCoDA: Domain Adaptive Shape Completion for Real Scans
3D shape completion from point clouds is a challenging task, especially ...
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03/29/2023
NerVE: Neural Volumetric Edges for Parametric Curve Extraction from Point Cloud
Extracting parametric edge curves from point clouds is a fundamental pro...
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03/22/2023
RaBit: Parametric Modeling of 3D Biped Cartoon Characters with a Topological-consistent Dataset
Assisting people in efficiently producing visually plausible 3D characte...
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03/13/2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer
Neural radiance fields (NeRF) show great success in novel view synthesis...
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03/10/2023
MVImgNet: A Large-scale Dataset of Multi-view Images
Being data-driven is one of the most iconic properties of deep learning ...
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03/05/2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
In this work, we tackle the challenging problem of learning-based single...
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02/02/2023
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors
Fast generation of high-quality 3D digital humans is important to a vast...
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01/19/2023
RecolorNeRF: Layer Decomposed Radiance Fields for Efficient Color Editing of 3D Scenes
Radiance fields have gradually become a main representation of media. Al...
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12/20/2022
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework
Recently deep neural networks, which require a large amount of annotated...
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12/20/2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency
Masked Modeling (MM) has demonstrated widespread success in various visi...
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12/09/2022
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction
The mainstream of the existing approaches for video prediction builds up...
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11/25/2022
Learning 3D Scene Priors with 2D Supervision
Holistic 3D scene understanding entails estimation of both layout config...
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11/25/2022
Mutual Guidance and Residual Integration for Image Enhancement
Previous studies show the necessity of global and local adjustment for i...
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10/12/2022
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image
We present a deep reinforcement learning method of progressive view inpa...
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08/23/2022
PIFu for the Real World: A Self-supervised Framework to Reconstruct Dressed Human from Single-view Images
It is very challenging to accurately reconstruct sophisticated human geo...
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07/18/2022
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes
We present a new framework to reconstruct holistic 3D indoor scenes incl...
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06/06/2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection
Domain Adaptive Object Detection (DAOD) focuses on improving the general...
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05/09/2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation
Semi-supervised domain adaptation (SSDA) aims to apply knowledge learned...
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04/25/2022
DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation
Automatic tooth instance segmentation on 3D dental models is a fundament...
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04/10/2022
Verification of Strong K-Step Opacity for Discrete-Event Systems
In this paper, we revisit the verification of strong K-step opacity (K-S...
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03/28/2022
Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images
Fueled by the power of deep learning techniques and implicit shape learn...
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03/24/2022
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation
Excellent performance has been achieved on instance segmentation but the...
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03/24/2022
Compound Domain Generalization via Meta-Knowledge Encoding
Domain generalization (DG) aims to improve the generalization performanc...
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03/19/2022
Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation
For video frame interpolation (VFI), existing deep-learning-based approa...
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03/17/2022
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes
Many basic indoor activities such as eating or writing are always conduc...
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02/26/2022
Blind Image Super Resolution with Semantic-Aware Quantized Texture Prior
A key challenge of blind image super resolution is to recover realistic ...
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02/22/2022
PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds
Semantic segmentation of point cloud usually relies on dense annotation ...
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02/10/2022
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis
We present PVSeRF, a learning framework that reconstructs neural radianc...
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12/01/2021
Pose2Room: Understanding 3D Scenes from Human Activities
With wearable IMU sensors, one can estimate human poses from wearable de...
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11/30/2021
Revisiting Temporal Alignment for Video Restoration
Long-range temporal alignment is critical yet challenging for video rest...
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09/16/2021
SketchHairSalon: Deep Sketch-based Hair Image Synthesis
Recent deep generative models allow real-time generation of hair images ...
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09/12/2021
Strong current-state and initial-state opacity of discrete-event systems
Opacity, as an important property in information-flow security, characte...
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08/18/2021
ME-PCN: Point Completion Conditioned on Mask Emptiness
Point completion refers to completing the missing geometries of an objec...
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08/05/2021
SimpModeling: Sketching Implicit Field to Guide Mesh Modeling for 3D Animalmorphic Head Design
Head shapes play an important role in 3D character design. In this work,...
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07/21/2021
From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting
Despite video forecasting has been a widely explored topic in recent yea...
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07/14/2021
Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition
Fine-grained image recognition is challenging because discriminative clu...
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07/09/2021
Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference
Automatic segmentation of hepatocellular carcinoma (HCC)in Digital Subtr...
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07/09/2021
Beyond Farthest Point Sampling in Point-Wise Analysis
Sampling, grouping, and aggregation are three important components in th...
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03/15/2021
3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction
Caricature is an artistic representation that deliberately exaggerates t...
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03/14/2021
Refer-it-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images
Grounding referring expressions in RGBD image has been an emerging field...
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11/30/2020
