multi-view

Areas

Clustering

COMIC: Multi-view Clustering Without Parameter Selection, ICML 2019

Binary Multi-View Clustering, PAMI 2019

Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data, AAAI 2019

Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering, AAAI 2019

Feature Sampling Based Unsupervised Semantic Clustering for Real Web Multi-View Content, AAAI 2019

Multi-view Information-theoretic Co-clustering for Co-occurrence Data, AAAI 2019

Multi-View Multiple Clustering, IJCAI 2019

Multi-view Clustering via Late Fusion Alignment Maximization, IJCAI 2019

Flexible Multi-View Representation Learning for Subspace Clustering, IJCAI 2019

Deep Adversarial Multi-view Clustering Network, IJCAI 2019

Multi-view Spectral Clustering Network, IJCAI 2019

Consistent and Specific Multi-View Subspace Clustering, AAAI 2018

Weighted Multi-View Spectral Clustering Based on Spectral Perturbation, AAAI 2018

Reliable Multi-View Clustering, AAAI 2018

Highly-Economized Multi-View Binary Compression for Scalable Image Clustering, ECCV 2018

Robust Auto-Weighted Multi-View Clustering, IJCAI 2018

From ensemble clustering to multi-view clustering, IJCAI 2017

Multiple medoids based multi-view relational fuzzy clustering with minimax optimization, IJCAI 2017

Multi-view Feature Learning with Discriminative Regularization, IJCAI 2017

Self-weighted Multiview Clustering with Multiple Graphs, IJCAI 2017

Spectral Clustering with Brainstorming Process for Multi-view Data, AAAI 2017

Multi-view Clustering via Deep Matrix Factorization, AAAI 2017

Exclusivity-Consistency Regularized Multi-View Subspace Clustering, CVPR 2017

Latent Multi-View Subspace Clustering, CVPR 2017

Multiple Clustering Views from Multiple Uncertain Experts, ICML 2017

Multi-view learning

Cross-view Local Structure Preserved Diversity and Consensus Learning for Multi-view Unsupervised Feature Selection, AAAI 2019

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding, IJCAI 2019

A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks, ICML 2018

ML-LocNet: Improving Object Localization with Multi-view Learning Network, ECCV 2018

Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence, ECCV 2018

Robust Multi-view Representation: A Unified Perspective from Multi-view Learning to Domain Adaption, IJCAI 2018

Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning, IJCAI 2018

Robust Multi-view Learning via Half-quadratic Minimization, IJCAI2018

Deep Multi-View Concept Learning, IJCAI 2018

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection, IJCAI 2018

Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel, IJCAI 2017

Multi-view Correlated Feature Learning by Uncovering Shared Component, AAAI 2017

Uniform Projection for Multi-View Learning, TPAMI 2017

Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning, TPAMI 2017

Multi-view Fusion

A Multi-View Fusion Neural Network for Answer Selection, AAAI 2018

Multi-view Alignment

Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment, TPAMI 2018

Action Recognition

Dividing and Aggregating Network for Multi-view Action Recognition, ECCV 2018

Graph

Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty, AAAI 2019

Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019

Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis, AAAI 2018

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders, IJCAI 2018

Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis, AAAI 2018

Outlier Detection

Partial Multi-View Outlier Detection Based on Collective Learning, AAAI 2018

Latent Discriminant Subspace Representations for Multi-View Outlier Detection, AAAI 2018

Retrieval

Dynamic Multi-View Hashing for Online Image Retrieval, IJCAI 2017

TUCH: Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets, IJCAI 2017

Cross-View Image Matching for Geo-localization in Urban Environments, CVPR 2017

An Information Retrieval Approach for Finding Dependent Subspaces of Multiple Views, ICLR 2017

Classification

A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification, AAAI 2018

Vertex-Weighted Hypergraph Learning for Multi-View Object Classification, IJCAI 2017

Semi-supervised Multi-view Correlation Feature Learning with Application to Webpage Classification, AAAI 2017

3D model

Wide-Area Crowd Counting via Ground-Plane Density Maps and Multi-View Fusion CNNs, CVPR 2019

Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference, CVPR 2019

Multi-Scale Geometric Consistency Guided Multi-View Stereo, CVPR 2019

GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices, CVPR 2019

Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry, CVPR 2019

MVF-Net: Multi-View 3D Face Morphable Model Regression, CVPR 2019

Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry, CVPR 2019

Strand-Accurate Multi-View Hair Capture, CVPR 2019

Learning and Matching Multi-View Descriptors for Registration of Point Clouds, ECCV 2018

MVSNet: Depth Inference for Unstructured Multi-view Stereo, ECCV 2018

Learning Patch Reconstructability for Accelerating Multi-View Stereo, CVPR 2018

DeepMVS: Learning Multi-View Stereopsis, CVPR 2018

Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation, NIPS 2018

(1) 3D reconstruction

MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image, AAAI 2019

Conditional Single-View Shape Generation for Multi-View Stereo Reconstruction, CVPR 2019

Specular-to-Diffuse Translation for Multi-View Reconstruction, ECCV 2018

Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks, CVPR 2017

"Maximizing Rigidity" Revisited: A Convex Programming Approach for Generic 3D Shape Reconstruction From Multiple Perspective Views, ICCV 2017

Multi-View Non-Rigid Refinement and Normal Selection for High Quality 3D Reconstruction, ICCV 2017

Multi-View Dynamic Shape Refinement Using Local Temporal Integration, ICCV 2017

Learning a Multi-View Stereo Machine, NIPS 2017

A TV Prior for High-Quality Scalable Multi-View Stereo Reconstruction, IJCV 2017

(2) 3D Retrieval

Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval, AAAI 2019

DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval, AAAI 2019

Emphasizing 3D Properties in Recurrent Multi-View Aggregation for 3D Shape Retrieval, AAAI 2018

Triplet-Center Loss for Multi-View 3D Object Retrieval, CVPR 2018

Group-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval, AAAI 2018

Emphasizing 3D Properties in Recurrent Multi-View Aggregation for 3D Shape Retrieval, AAAI 2018

Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval, IJCAI 2018

(3) 3D Prediction

Learning to Predict 3D Surfaces of Sculptures from Single and Multiple Views, IJCV 2018

3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation, ECCV 2018

Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction, CVPR 2018

(4) 3D Object Recognition

Multi-View Harmonized Bilinear Network for 3D Object Recognition, CVPR 2018

(5) 3D Pose Estimation

A Unified Framework for Multi-View Multi-Class Object Pose Estimation, ECCV 2018

Learning Monocular 3D Human Pose Estimation From Multi-View Images, CVPR 2018

(6) 3D Detection

3D Object Localisation from Multi-View Image Detections, TPAMI 2018

Incomplete learning

Adversarial Incomplete Multi-view Clustering, IJCAI 2019

Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering, AAAI 2019

Efficient and Effective Incomplete Multi-View Clustering, AAAI 2019

One-Pass Incomplete Multi-View Clustering, AAAI 2019

Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data, IJCAI 2019

Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification, IJCAI 2019

Spectral Perturbation Meets Incomplete Multi-view Data, IJCAI 2019

Doubly Aligned Incomplete Multi-view Clustering, IJCAI 2018

Incomplete Multi-View Weak-Label Learning, IJCAI 2018

Metric learning

FISH-MML: Fisher-HSIC Multi-View Metric Learning, IJCAI 2018

Sharable and Individual Multi-View Metric Learning, TPAMI 2018

Generative model

Multi-View Data Generation Without View Supervision, ICLR 2018

Multi-view Generative Adversarial Networks, ICLR 2017

Re-identification

CR-GAN: Learning Complete Representations for Multi-view Generation, IJCAI 2018

Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification, CVPR 2018

Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification, ICCV 2017

A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs, TPAMI 2017

Objective detection

Multi-View 3D Object Detection Network for Autonomous Driving, CVPR 2017

Image Translation

Probabilistic Plant Modeling via Multi-View Image-to-Image Translation, CVPR 2018

Application

Lipper: Synthesizing Thy Speech Using Multi-View Lipreading, AAAI 2019

Multi-View Anomaly Detection: Neighborhood in Locality Matters, AAAI 2019

Multi-Task Medical Concept NormalizationUsing Multi-View Convolutional Neural Network, AAAI 2018

Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis, AAAI 2018

Multi-label Classification

Multi-View Multi-Label Learning with View-Specific Information Extraction, IJCAI 2019

Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization, AAAI 2019

Latent Semantic Aware Multi-View Multi-Label Classification, AAAI 2018

Reconmendation

Explainable Recommendation through Attentive Multi-View Learning, AAAI 2019

Neural News Recommendation with Attentive Multi-View Learning, IJCAI 2019

Multi-View Active Learning for Video Recommendation, IJCAI 2019

others

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering, AAAI 2019

Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations, AAAI 2019

Fast and Robust Multi-View Multi-Task Learning via Group Sparsity, IJCAI 2019

Object Segmentation Ensuring Consistency Across Multi-Viewpoint Images, TPAMI 2018

Superpixel-Guided Two-View Deterministic Geometric Model Fitting, IJCV 2018

Memory Fusion Network for Multi-view Sequential Learning, AAAI 2018

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction, AAAI 2018

Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data, ECCV 2018

Deep Volumetric Video From Very Sparse Multi-View Performance Capture, ECCV 2018

A Multiview-based Parameter Free Framework for Group Detection, AAAI 2017

Practical and Efficient Multi-View Matching, ICCV 2017