Academic Alchemy Furnace, beginning from 18th Jan 2019.
Here is the content of our project.
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2019-01-18:{9}
- Salient Object Detection via High-to-Low Hierarchical Context Aggregation
- arXiv:1812.10956 (Submitted on 28 Dec 2018)
- [16]Deeply Supervised Salient Object Detection with Short Connections
- CVPR 2017
- [55]Amulet: Aggregating multi-level convolutional features for salient object detection
- ICCV 2017
- [44]Detect globally, refine locally: A novel approach to saliency detection
- CVPR 2018
- [58]Pyramid scene parsing network
- CVPR 2017
- [52]Context Encoding for Semantic Segmentation
- CVPR 2018
- [4]Progressive Attention Guided Recurrent Network for Salient Object Detection
- CVPR 2018
- [57]Reverse Attention for Salient Object Detection
- ECCV 2018
- [51]Learning to Promote Saliency Detectors
- CVPR 2018
- Salient Object Detection via High-to-Low Hierarchical Context Aggregation
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2019-01-19:{4}
- Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale layer
- AAAI 2019
- Hypergraph Neural Networks
- AAAI 2019
- Learning Neural Bag-of-Matrix-Summarization with Riemannian Network
- AAAI 2019
- A Riemannian Network for SPD Matrix Learning
- AAAI 2017
- This is a reference in [3], namely Learning Neural Bag-of-Matrix-Summarization with Riemannian Network.
- Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale layer
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2019-01-20:{6}
- Group normalization
- ECCV 2018
- Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization
- CVPR 2018
- RIEMANNIAN ADAPTIVE OPTIMIZATION METHODS
- ICLR 2019 (open review)
- Decorrelated Batch Normalization
- CVPR 2018
- Orthogonal weight normalization: Solution to optimization over multiple dependent stiefel manifolds in deep neural networks
- AAAI 2018
- Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net
- ECCV 2018
- Group normalization
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2019-01-21:{7}
- Dissimilarity Representation Learning for Generalized Zero-Shot Recognition
- ACM MM 2018
- A rethink about A Riemannian Network for SPD Matrix Learning
- By myself
- Covariance Discriminative Learning: A Natural and Efficient Approach to Image Set Classification
- CVPR 2012
- Wang, Ruiping and Guo, Huimin and Davis, Larry S and Dai, Qionghai
- Second-order Convolutional Neural Networks
- Clinical Immunology & Immunopathology
- Covariance Pooling for Facial Expression Recognition
- arXiv preprint arXiv:1805.04855
- Building Deep Networks on Grassmann Manifolds
- AAAI 2018
- Deep Learning on Lie Groups for Skeleton-based Action Recognition
- CVPR 2017 spotlight
- Dissimilarity Representation Learning for Generalized Zero-Shot Recognition
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2019-01-22:{3}
- BAM: Convolutional Block Attention Module
- ECCV 2018
- Learning with rethinking: Recurrently improving convolutional neural networks through feedback
- PR 2018
- Look closer to see better: Recurrent attention convolutional neural network for fine-grained image recognition
- CVPR 2017
- BAM: Convolutional Block Attention Module
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2019-01-23:{2}
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A rethink for Learning Neural Bag-of-Matrix-Summarization with Riemannian Network
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Stochastic neighbor compression
- ICML 2014
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2019-01-24:{6}
- Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale layer
- AAAI 2019
- Person re-identification by deep joint learning of multi-loss classification
- IJCAI 2017
- Support Vector Guided Softmax Loss for Face Recognition
- arXiv preprint arXiv:1812.11317
- Deep Face Recognition: A Survey
- CVPR 2019
- Ring loss: Convex Feature Normalization for Face Recognition
- CVPR 2018
- Deep feature embedding learning for person re-identification using lifted structured loss
- ICASSP 2018
- Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale layer
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2019-01-25:{3}
- Global Second-order Pooling Convolutional Networks
- Arxiv 2018
- Is second-order information helpful for large-scale visual recognition},
- ICCV 2017
- Statistically Motivated Second Order Pooling
- ECCV 2018
- Global Second-order Pooling Convolutional Networks
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2019-01-26:{2}
- Grad-cam: Visual explanations from deep networks via gradient-based localization
- ICCV 2017
- PAYING MORE ATTENTION TO ATTENTION: IMPROVING THE PERFORMANCE OF CONVOLUTIONAL NEURAL NETWORKS VIA ATTENTION TRANSFER
- ICLR 2017
- Grad-cam: Visual explanations from deep networks via gradient-based localization
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2019-01-27:{7}
- Pedestrian Attribute Recognition: A Survey
- Arxiv 2019
- Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey
- Arxiv 2019
- A Short Survey on Probabilistic Reinforcement Learning
- Arxiv 2019
- A Survey of the Recent Architectures of Deep Convolutional Neural Networks
- Arxiv 2019
- ptimization Models for Machine Learning: A Survey
- Arxiv 2019
- Deep Learning for Anomaly Detection: A Survey
- Arxiv 2019
- A Comprehensive Survey on Graph Neural Networks
- Arxiv 2019
- Pedestrian Attribute Recognition: A Survey
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2019-01-28:{4}
- Revisiting Self-Supervised Visual Representation Learning
- Arxiv 2019
- Google Brain
- Deep Multimodality Model for Multi-task Multi-view Learning
- Arxiv 2019
- Microsoft AI & Research
- One-Class Convolutional Neural Network
- Arxiv 2019
- github.com/otkupjnoz/oc-cnn.
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA. This work was supported by the NSF grant 1801435.
- In Defense of the Triplet Loss for Visual Recognition
- Arxiv 2019
- Honda Research
- Revisiting Self-Supervised Visual Representation Learning
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2019-01-29:{4}
- SVDNet for Pedestrian Retrieval
- ICCV 2017
- Reducing overfitting in deep networks by decorrelating representations
- ICLR 2016
- All you need is beyond a good init: Exploring better solution for training extremely deep convolutional neural networks with orthonormality and modulation
- CVPR 2017
- Learning deep architectures via generalized whitened neural networks
- ICML 2017
- SVDNet for Pedestrian Retrieval
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2019-01-30:{4}
- A rethink about All you need is beyond a good init: Exploring better solution for training extremely deep convolutional neural networks with orthonormality and modulation
- [30]Exact solutions to the nonlinear dynamics of learning in deep linear neural networks
- Andrew M. Saxe (asaxe@stanford.edu)
- ALL YOU NEED IS A GOOD INIT
- Center for Machine Perception
- [32]Understanding and improving convolutional neural networks via concatenated rectified linear units
- ICML 2016
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2019-01-31:{1}
- COSONet: Compact Second-Order Network for Video Face Recognition
- ACCV 2018 oral
- COSONet: Compact Second-Order Network for Video Face Recognition
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2019-02-01:{30}Reid <CVPR(2018)>
- Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification
- CVPR 2018 oral
- Person Transfer GAN to Bridge Domain Gap for Person Re-Identification
- CVPR 2018 Spotlight
- Disentangled person image generation
- CVPR 2018 Spotlight
- Unsupervised Person Image Synthesis in Arbitrary Poses
- CVPR 2018 Spotlight
- Good Appearance Features for Multi-Target Multi-Camera Tracking
- CVPR 2018 Spotlight
- Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification
- CVPR 2018 Poster
- A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking
- CVPR 2018 Poster
- Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
- CVPR 2018 Poster
- Human Semantic Parsing for Person Re-identification
- CVPR 2018 Poster
- Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding
- CVPR 2018 Poster
- Mask-guided Contrastive Attention Model for Person Re-Identification
- CVPR 2018 Poster
- Person Re-identification with Cascaded Pairwise Convolutions
- CVPR 2018 Poster
- Multi-Level Factorisation Net for Person Re-Identification
- CVPR 2018 Poster
- Attention-Aware Compositional Network for Person Re-identification
- CVPR 2018 Poster
- Deep Group-shuffling Random Walk for Person Re-identification
- CVPR 2018 Poster
- Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
- CVPR 2018 Poster
- Harmonious Attention Network for Person Re-Identification
- CVPR 2018 Poster
- Efficient and Deep Person Re-Identification using Multi-Level Similarity
- CVPR 2018 Poster
- Pose Transferrable Person Re-Identification
- CVPR 2018 Poster
- Adversarially Occluded Samples for Person Re-identification
- CVPR 2018 Poster
- Camera Style Adaptation for Person Re-identification
- CVPR 2018 Poster
- Exploit the Unknown Gradually:~ One-Shot Video-Based Person Re-Identification by Stepwise Learning
- CVPR 2018 Poster
- Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification
- CVPR 2018 Poster
- Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints
- CVPR 2018 Poster
- Eliminating Background-bias for Robust Person Re-identification
- CVPR 2018 Poster
- End-to-End Deep Kronecker-Product Matching for Person Re-identification
- CVPR 2018 Poster
- Deep Spatial Feature Reconstruction for Partial Person Re-identification
- CVPR 2018 Poster
- Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns
- CVPR 2018 Poster
- Multi-shot Pedestrian Re-identification via Sequential Decision Making
- CVPR 2018 Poster
- Deep Mutual Learning
- CVPR 2018 Poster
- Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification
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2019-02-02:{18}Reid <ECCV(2018)>
- Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification
- ECCV 2018
- RCAA: Relational Context-Aware Agents for Person Search
- ECCV 2018
- Generalizing A Person Retrieval Model Hetero- and Homogeneously
- ECCV 2018
- Domain Adaptation through Synthesis for Unsupervised Person Re-identification
- ECCV 2018
- Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild},
- ECCV 2018
- Person Search in Videos with One Portrait Through Visual and Temporal Links
- ECCV 2018
- Person Search by Multi-Scale Matching
- ECCV 2018
- Person Re-identification with Deep Similarity-Guided Graph Neural Network
- ECCV 2018
- Pose-Normalized Image Generation for Person Re-identification
- ECCV 2018
- Unsupervised Person Re-identification by Deep Learning Tracklet Association
- ECCV 2018
- Person Search via A Mask-guided Two-stream CNN Model
- ECCV 2018
- Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association},
- ECCV 2018
- Hard-Aware Point-to-Set Deep Metric for Person Re-identification
- ECCV 2018
- Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification
- ECCV 2018
- Adversarial Open-World Person Re-Identification
- ECCV 2018
- Part-Aligned Bilinear Representations for Person Re-Identification
- ECCV 2018
- Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification
- ECCV 2018 (market rank1 == 93.1)
- Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)
- ECCV 2018 (market rank1 == 93.8)
- Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification
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2019-02-03:{8}Reid <ICCV(2017)>
- A Two Stream Siamese Convolutional Neural Network for Person Re-Identification
- ICCV 2017
- Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras
- ICCV 2017
- Deeply-Learned Part-Aligned Representations for Person Re-Identification
- ICCV 2017
- Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro
- ICCV 2017
- Pose-Driven Deep Convolutional Model for Person Re-Identification
- ICCV 2017
- Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification
- ICCV 2017
- RGB-Infrared Cross-Modality Person Re-Identification
- ICCV 2017
- Multi-Scale Deep Learning Architectures for Person Re-Identification
- ICCV 2017
- A Two Stream Siamese Convolutional Neural Network for Person Re-Identification
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2019-02-04:{8}Reid <CVPR(2017)>
- Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification
- CVPR 2017
- Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification
- CVPR 2017
- Person Re-Identification in the Wild
- CVPR 2017
- One-Shot Metric Learning for Person Re-Identification
- CVPR 2017
- Joint Detection and Identification Feature Learning for Person Search
- CVPR 2017
- Point to Set Similarity Based Deep Feature Learning for Person Re-Identification
- CVPR 2017
- See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification},
- CVPR 2017
- Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network
- CVPR 2017
- Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification
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2019-02-05:{15}Reid <NIPS(2018) + IJCAI(2018) + AAAI(2018)>
- FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification
- NIPS 2018
- Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification
- IJCAI 2018
- Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking
- IJCAI 2018
- Deep View-Aware Metric Learning for Person Re-Identification
- IJCAI 2018
- SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification
- IJCAI 2018
- Cross-Modality Person Re-Identification with Generative Adversarial Training
- IJCAI 2018
- Adversarial Attribute-Image Person Re-identification
- IJCAI 2018
- Graph Correspondence Transfer for Person Re-identification
- AAAI 2018
- Hierarchical Discriminative Learning for Visible Thermal Person Re-Identification
- AAAI 2018
- Learning Coarse-to-fine Structured Feature Embedding for Vehicle Re-identification
- AAAI 2018
- Multi-Channel Pyramid Person Matching Network for Person Re-Identification
- AAAI 2018
- Region-based Quality Estimation Network for Large-scale Person Re-identification
- AAAI 2018
- semi-supervised Bayesian Attribute Learning for Person Re-identification
- AAAI 2018
- STemporal-Enhanced Convolutional Network for Person Re-identification
- AAAI 2018
- Video-based Person Re-identification via Self Paced Weighting
- AAAI 2018
- FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification
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2019-02-06:{8}Reid <ACM MM(2018)>
- A Unified Generative Adversarial Framework for Image Generation and Person Re-Identification
- ACM MM 2018
- CA3Net: Contextual-Attentional Attribute-Appearance Network for Re-Identification
- ACM MM 2018
- Learning Discriminative Features with Multiple Granularities for Re-Identification
- ACM MM 2018 (Market 95.7)
- Local Convolutional Neural Networks for Person Re-Identification
- ACM MM 2018
- Online Inter-Camera Trajectory Association Exploiting Person Re-Identification and Camera Topology
- ACM MM 2018
- Person Re-identification with Hierarchical Deep Learning Feature and efficient XQDA Metric
- ACM MM 2018
- Support Neighbor Loss for Person Re-Identification
- ACM MM 2018
- Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework
- ACM MM 2018
- A Unified Generative Adversarial Framework for Image Generation and Person Re-Identification
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2019-02-07:{17}Bilinear
- Bilinear convolutional neural networks for fine-grained visual recognition
- TPAMI 2018
- Improved bilinear pooling with cnns
- Arxiv 2017
- Learning Discriminative Features with Multiple Granularities for Re-Identification
- ECCV 2018
- Towards faster training of global covariance pooling networks by iterative matrix square root normalization
- CVPR 2018
- Is second-order information helpful for large-scale visual recognition?
- ICCV 2017
- Grassmann pooling as compact homogeneous bilinear pooling for fine-grained visual classification
- ECCV 2018
- G2DeNet: Global Gaussian distribution embedding network and its application to visual recognition},
- CVPR 2017
- Monet: Moments embedding network
- CVPR 2018
- Attentional pooling for action recognition
- NIPS 2017
- Kernel pooling for convolutional neural networks
- CVPR 2017
- Compact generalized non-local network
- NIPS 2018
- Low-rank bilinear pooling for fine-grained classification
- CVPR 2017
- Factorized bilinear models for image recognition
- ICCV 2017
- Higher-order integration of hierarchical convolutional activations for fine-grained visual categorization},
- ICCV 2017
- Statistically-motivated second-order pooling},
- ECCV 2018
- Hierarchical bilinear pooling for fine-grained visual recognition
- ECCV 2018
- Second-order Convolutional Neural Networks
- Arxiv 2017
- Bilinear convolutional neural networks for fine-grained visual recognition
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2019-02-08:{5} Normalization
- Decorrelated batch normalization
- CVPR 2018
- Projection based weight normalization for deep neural networks
- arXiv preprint arXiv:1710.02338
- Orthogonal weight normalization: Solution to optimization over multiple dependent stiefel manifolds in deep neural networks
- AAAI 2018
- Block-normalized gradient method: An empirical study for training deep neural network
- Arxiv 2017
- Centered Weight Normalization in Accelerating Training of Deep Neural Networks
- ICCV 2017
- Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
- NIPS 2016
- Learning a smooth kernel regularizer for convolutional neural networks
- Arxiv 2017
- Decorrelated batch normalization
-
2019-02-09:{10} AttributeRe-ID
- Improving person re-identification by attribute and identity learning
- ICCV 2017
- Multi-Task Learning with Low Rank Attribute Embedding for Multi-Camera Person Re-Identification
- TPAMI 2018
- Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
- CVPR 2018
- Multi-type attributes driven multi-camera person re-identification
- Pattern Recognition 2018
- Multi-Level Factorisation Net for Person Re-Identification
- CVPR 2018
- Attributes-aided Part Detection and Refinement for Person Re-identification
- arXiv 2019 02
- Attention driven person re-identification
- Pattern Recognition 2018
- Enhancing Person Retrieval with Joint Person Detection, Attribute Learning, and Identification
- PCM 2018
- Deep attributes driven multi-camera person re-identification
- ECCV 2016
- Person re-identification using cnn features learned from combination of attributes
- ICPR 2016
- Improving person re-identification by attribute and identity learning
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2019-02-10:{4} AAAI2019-ID
- A Bottom-Up Clustering Approach to Unsupervised Person Re-identification
- AAAI 2019
- Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification
- AAAI 2019
- SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification
- AAAI 2019
- Learning Incremental Triplet Margin for Person Re-identification
- AAAI 2019
- A Bottom-Up Clustering Approach to Unsupervised Person Re-identification
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2019-02-11:{4} Loss
- SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification
- AAAI 2019
- Cosface: Large margin cosine loss for deep face recognition
- CVPR 2018
- In Defense of the Triplet Loss for Visual Recognition
- Arxiv 2019
- Support Vector Guided Softmax Loss for Face Recognition
- Arxiv 2019
- SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification
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2019-04-25:{10} CVPR2019-Reid
- Joint Discriminative and Generative Learning for Person Re-identification
- CVPR 2019 Oral
- Unsupervised Person Re-identification by Soft Multilabel Learning
- CVPR 2019 Oral
- Learning Context Graph for Person Search
- CVPR 2019 Oral
- Progressive Pose Attention Transfer for Person Image Generation
- CVPR 2019 Oral
- Patch-based Discriminative Feature Learning for Unsupervised Person Re-identification
- CVPR 2019 Spotlint
- Generalizable Person Re-identification by Domain-Invariant Mapping Network
- CVPR 2019
- Weakly Supervised Person Re-Identification
- CVPR 2019
- Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
- cvpr 2019
- Densely Semantically Aligned Person Re-Identification
- CVPR 2019
- CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces
- NIPS 2018
- Joint Discriminative and Generative Learning for Person Re-identification
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2019-05-28:{8} Graph Convolutional Neural Network
-
Deep Learning on Graphs: A Survey
- Arxiv 2019
-
Geometric deep learning: going beyond euclidean data},
- IEEE Signal Processing Magazine 2017
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Relational inductive biases, deep learning, and graph networks
- Arxiv 2019
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Attention models in graphs: A survey
- Arxiv 2019
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Graph embedding and extensions: A general framework for dimensionality reduction
- TPAMI 2007
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Representation learning on graphs: Methods and applications
- CVPR 2019
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A survey on network embedding
- TKDE 2018
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Relational inductive biases, deep learning, and graph networks
- Arxiv 2018
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2019-05-29:{4} CVPR2019 Spotlight
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Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search
- CVPR 2019
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Self-Supervised Convolutional Subspace Clustering Network
- CVPR 2019
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Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification
- CVPR 2019
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Linkage Based Face Clustering via Graph Convolution Network
- CVPR 2019
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2019-06-12:{5} Cross-modal Graph Embedding
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Heterogeneous information network embedding for meta path based proximity
- Arxiv 2017
-
Pathsim: Meta path-based top-k similarity search in heterogeneous information networks
- VLDB Endowment 2011
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Embedding of embedding (eoe): Joint embedding for coupled heterogeneous networks
- WSDM 2017
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Heterogeneous metric learning with joint graph regularization for cross-media retrieval
- AAAI 2013
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Hetero-manifold regularisation for cross-modal hashing
- TPAMI 2016
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2019-06-13:{11} Cross-modal Graph Embedding Related
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Structure-Aware Convolutional Neural Networks
- NIPS 2018
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Unsupervised Image-to-Image Translation Networks
- NIPS 2017
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Multimodal Unsupervised Image-to-Image Translation
- ECCV 2018
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Multi-Label Image Recognition with Graph Convolutional Networks
- arXiv 2019
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Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification
- CVPR 2019
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A^2-Nets: Double Attention Networks
- NIPS 2018
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Understanding Batch Normalization
- NIPS 2018
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FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification
- NIPS 2018
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Graph convolutional neural networks for web-scale recommender systems
- KDD 2018 (oral)
-
Beyond Intra-modality Discrepancy: A Comprehensive Survey of Heterogeneous Person Re-identification},
- Arxiv 2019
-
Joint discriminative and generative learning for person re-identification
- CVPR 2019
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2019-09-04:{11} Cross-modal Graph Embedding Related
I have already read 227 references so far (2019-06-12-14-26-51).
I have already read 238 references so far (2019-10-16-21-25-08).