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09/17/2023
LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation
Gestures are non-verbal but important behaviors accompanying people's sp...
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08/29/2023
DebSDF: Delving into the Details and Bias of Neural Indoor Scene Reconstruction
In recent years, the neural implicit surface has emerged as a powerful r...
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07/24/2023
Revisiting Event-based Video Frame Interpolation
Dynamic vision sensors or event cameras provide rich complementary infor...
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06/12/2023
InstructP2P: Learning to Edit 3D Point Clouds with Text Instructions
Enhancing AI systems to perform tasks following human instructions can s...
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04/21/2023
Omni-Line-of-Sight Imaging for Holistic Shape Reconstruction
We introduce Omni-LOS, a neural computational imaging method for conduct...
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03/22/2023
Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos
Sequential video understanding, as an emerging video understanding task,...
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03/15/2023
HFGD: High-level Feature Guided Decoder for Semantic Segmentation
Commonly used backbones for semantic segmentation, such as ResNet and Sw...
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03/01/2023
P^2SDF for Neural Indoor Scene Reconstruction
Given only a set of images, neural implicit surface representation has s...
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12/28/2022
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models
Recent CLIP-guided 3D optimization methods, e.g., DreamFields and PureCL...
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12/28/2022
VertMatch: A Semi-supervised Framework for Vertebral Structure Detection in 3D Ultrasound Volume
Three-dimensional (3D) ultrasound imaging technique has been applied for...
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11/29/2022
Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation
Lifelong person re-identification (LReID) is in significant demand for r...
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11/26/2022
ResNeRF: Geometry-Guided Residual Neural Radiance Field for Indoor Scene Novel View Synthesis
We represent the ResNeRF, a novel geometry-guided two-stage framework fo...
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10/04/2022
PlaneDepth: Plane-Based Self-Supervised Monocular Depth Estimation
Self-supervised monocular depth estimation refers to training a monocula...
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08/31/2022
Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces
Modeling the human body in a canonical space is a common practice for ca...
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07/20/2022
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation
We propose united implicit functions (UNIF), a part-based method for clo...
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05/26/2022
PREF: Phasorial Embedding Fields for Compact Neural Representations
We present a phasorial embedding field PREF as a compact representation ...
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04/03/2022
TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting
Counting repetitive actions are widely seen in human activities such as ...
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01/18/2022
TaylorImNet for Fast 3D Shape Reconstruction Based on Implicit Surface Function
Benefiting from the contiguous representation ability, deep implicit fun...
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12/13/2021
SVIP: Sequence VerIfication for Procedures in Videos
In this paper, we propose a novel sequence verification task that aims t...
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10/22/2021
CTP-Net For Cross-Domain Trajectory Prediction
Deep learning based trajectory prediction methods rely on large amount o...
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10/21/2021
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation
With the emergence of service robots and surveillance cameras, dynamic f...
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10/05/2021
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images
Anomaly detection in medical images refers to the identification of abno...
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09/23/2021
OH-Former: Omni-Relational High-Order Transformer for Person Re-Identification
Transformers have shown preferable performance on many vision tasks. How...
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08/18/2021
Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates
Co-speech gesture generation is to synthesize a gesture sequence that no...
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07/18/2021
AS-MLP: An Axial Shifted MLP Architecture for Vision
An Axial Shifted MLP architecture (AS-MLP) is proposed in this paper. Di...
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04/09/2021
Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding
An LBYL (`Look Before You Leap') Network is proposed for end-to-end trai...
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03/31/2021
Layout-Guided Novel View Synthesis from a Single Indoor Panorama
Existing view synthesis methods mainly focus on the perspective images a...
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03/18/2021
Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild
This paper proposes a framework for the interactive video object segment...
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12/10/2020
Amodal Segmentation Based on Visible Region Segmentation and Shape Prior
Almost all existing amodal segmentation methods make the inferences of o...
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11/18/2020
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
We tackle human image synthesis, including human motion imitation, appea...
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10/27/2020
SIRI: Spatial Relation Induced Network For Spatial Description Resolution
Spatial Description Resolution, as a language-guided localization task, ...
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08/09/2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
Anomaly detection in retinal image refers to the identification of abnor...
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07/15/2020
P^2Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation
This paper tackles the unsupervised depth estimation task in indoor envi...
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07/15/2020
Learning to Parse Wireframes in Images of Man-Made Environments
In this paper, we propose a learning-based approach to the task of autom...
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03/29/2020
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement
Almost all previous deep learning-based multi-view stereo (MVS) approach...
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12/11/2019
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images
Choroid is the vascular layer of the eye, which is directly related to t...
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11/28/2019
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image
With the development of convolutional neural network, deep learning has ...
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09/26/2019
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
We tackle the human motion imitation, appearance transfer, and novel vie...
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08/06/2019
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis
Generative Adversarial Networks (GANs) have the capability of synthesizi...
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08/01/2019
Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling
Recently, there has been growing interest in developing learning-based m...
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07/18/2019
Locality-constrained Spatial Transformer Network for Video Crowd Counting
Compared with single image based crowd counting, video provides the spat...
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07/04/2019
Believe It or Not, We Know What You Are Looking at!
By borrowing the wisdom of human in gaze following, we propose a two-sta...
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05/30/2019
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation
In this work, we demonstrate yet another approach to tackle the amodal s...
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05/10/2019
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation
Partial domain adaptation aims to transfer knowledge from a label-rich s...
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05/09/2019
PPGNet: Learning Point-Pair Graph for Line Segment Detection
In this paper, we present a novel framework to detect line segments in m...
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04/04/2019
Generic Multiview Visual Tracking
Recent progresses in visual tracking have greatly improved the tracking ...
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03/07/2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Medical image segmentation is an important step in medical image analysi...
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02/26/2019
Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding
Single-image piece-wise planar 3D reconstruction aims to simultaneously ...
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10/15/2018
Deep Surface Light Fields
A surface light field represents the radiance of rays originating from a...
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08/31/2018