research
∙
07/29/2020
The Return of Lexical Dependencies: Neural Lexicalized PCFGs
In this paper we demonstrate that context free grammar (CFG) based metho...
share
research
∙
07/17/2020
Personalized Speech2Video with 3D Skeleton Regularization and Expressive Body Poses
In this paper, we propose a novel approach to convert given speech audio...
research
∙
07/14/2020
Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning
The financial sector presents many opportunities to apply various machin...
research
∙
05/07/2020
Self-Supervised Human Depth Estimation from Monocular Videos
Previous methods on estimating detailed human depth often require superv...
research
∙
03/31/2020
FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction
In this paper, we present a large-scale detailed 3D face dataset, FaceSc...
research
∙
03/19/2020
SAPIEN: A SimulAted Part-based Interactive ENvironment
Building home assistant robots has long been a pursuit for vision and ro...
research
∙
01/14/2020
Deep Audio-Visual Learning: A Survey
Audio-visual learning, aimed at exploiting the relationship between audi...
research
∙
12/23/2019
EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph
Fraud detection is extremely critical for e-commerce business. It is the...
research
∙
10/31/2019
S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes
Grasping is among the most fundamental and long-lasting problems in robo...
research
∙
10/16/2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
We present FewRel 2.0, a more challenging task to investigate two aspect...
research
∙
09/26/2019
Learned Point Cloud Geometry Compression
This paper presents a novel end-to-end Learned Point Cloud Geometry Comp...
research
∙
07/21/2019
Quantifying Similarity between Relations with Fact Distribution
We introduce a conceptually simple and effective method to quantify the ...
research
∙
06/22/2019
Explainable Knowledge Graph-based Recommendation via Deep Reinforcement Learning
This paper studies recommender systems with knowledge graphs, which can ...
research
∙
06/19/2019
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies
Policy gradient (PG) methods are a widely used reinforcement learning me...
research
∙
04/24/2019
Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation
This paper presents a novel framework to recover detailed human body sha...
research
∙
02/15/2019
Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images
Light-field cameras (LFC) have received increasing attention due to thei...
research
∙
02/02/2019
Graph Neural Networks with Generated Parameters for Relation Extraction
Recently, progress has been made towards improving relational reasoning ...
research
∙
12/17/2018
High-Resolution Talking Face Generation via Mutual Information Approximation
Given an arbitrary speech clip and a facial image, talking face generati...
research
∙
12/02/2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark
Multi-person pose estimation is fundamental to many computer vision task...
research
∙
10/29/2018
Language Modeling with Sparse Product of Sememe Experts
Most language modeling methods rely on large-scale data to statistically...
research
∙
10/24/2018
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
We present a Few-Shot Relation Classification Dataset (FewRel), consisti...
research
∙
06/17/2018
Incorporating Chinese Characters of Words for Lexical Sememe Prediction
Sememes are minimum semantic units of concepts in human languages, such ...
research
∙
06/14/2018
Dense Light Field Reconstruction From Sparse Sampling Using Residual Network
Light field records numerous light rays from real-world scene. However, ...
research
∙
04/11/2018
View Extrapolation of Human Body from a Single Image
We study how to synthesize novel views of human body from a single image...
research
∙
12/20/2017
Light Field Segmentation From Super-pixel Graph Representation
Efficient and accurate segmentation of light field is an important task ...
research
∙
08/15/2016
Occlusion-Model Guided Anti-Occlusion Depth Estimation in Light Field
Occlusion is one of the most challenging problems in depth estimation. P...
research
∙
03/30/2015