| OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning | Dec 5, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Mix-and-Match Tuning for Self-Supervised Semantic Segmentation | Dec 2, 2017 | ColorizationImage Colorization | —Unverified | 0 |
| Uprooting and Rerooting Higher-Order Graphical Models | Dec 1, 2017 | Triplet | —Unverified | 0 |
| Sketching out the Details: Sketch-based Image Retrieval using Convolutional Neural Networks with Multi-stage Regression | Dec 1, 2017 | Data AugmentationDimensionality Reduction | CodeCode Available | 0 |
| Video retrieval based on deep convolutional neural network | Dec 1, 2017 | RetrievalTriplet | —Unverified | 0 |
| Neural Signatures for Licence Plate Re-identification | Dec 1, 2017 | Face RecognitionImage Retrieval | —Unverified | 0 |
| Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database | Nov 28, 2017 | ClusteringRetrieval | —Unverified | 0 |
| TripletGAN: Training Generative Model with Triplet Loss | Nov 14, 2017 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Unsupervised Learning of Semantic Audio Representations | Nov 6, 2017 | Audio ClassificationClassification | —Unverified | 0 |
| Deep Hashing with Triplet Quantization Loss | Oct 31, 2017 | Deep HashingImage Retrieval | —Unverified | 0 |
| Convolutional Neural Knowledge Graph Learning | Oct 23, 2017 | Entity EmbeddingsGraph Learning | —Unverified | 0 |
| Learning Social Image Embedding with Deep Multimodal Attention Networks | Oct 18, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances | Oct 17, 2017 | DescriptiveObject | —Unverified | 0 |
| Generating Reflectance Curves from sRGB Triplets | Oct 11, 2017 | MetamerismTriplet | —Unverified | 0 |
| Deep Self-Paced Learning for Person Re-Identification | Oct 7, 2017 | Person Re-IdentificationTriplet | —Unverified | 0 |
| Tracking Persons-of-Interest via Unsupervised Representation Adaptation | Oct 5, 2017 | ClusteringTriplet | CodeCode Available | 0 |
| Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification | Oct 2, 2017 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| Sketching With Style: Visual Search With Sketches and Aesthetic Context | Oct 1, 2017 | Image RetrievalRetrieval | —Unverified | 0 |
| Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features | Oct 1, 2017 | Iris RecognitionTriplet | —Unverified | 0 |
| Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras | Oct 1, 2017 | Optical Flow EstimationPerson Identification | —Unverified | 0 |
| Pose Guided RGBD Feature Learning for 3D Object Pose Estimation | Oct 1, 2017 | Feature CorrelationMetric Learning | —Unverified | 0 |
| How to Train Triplet Networks with 100K Identities? | Sep 9, 2017 | Face RecognitionImage Retrieval | —Unverified | 0 |
| Learning Spread-out Local Feature Descriptors | Aug 21, 2017 | Triplet | CodeCode Available | 0 |
| Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs | Aug 16, 2017 | AttributeKnowledge Graphs | —Unverified | 0 |
| Transitive Invariance for Self-supervised Visual Representation Learning | Aug 9, 2017 | Multi-Task Learningobject-detection | —Unverified | 0 |
| Deep Metric Learning with Angular Loss | Aug 4, 2017 | Image RetrievalMetric Learning | CodeCode Available | 0 |
| Improved Representation Learning for Predicting Commonsense Ontologies | Aug 1, 2017 | Representation LearningTriplet | —Unverified | 0 |
| Weakly-supervised learning of visual relations | Jul 29, 2017 | ClusteringRelation | —Unverified | 0 |
| Enhancing Convolutional Neural Networks for Face Recognition with Occlusion Maps and Batch Triplet Loss | Jul 25, 2017 | Face RecognitionTriplet | —Unverified | 0 |
| Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification | Jul 25, 2017 | Person Re-IdentificationTriplet | —Unverified | 0 |
| Deeply-Learned Part-Aligned Representations for Person Re-Identification | Jul 23, 2017 | Person Re-IdentificationTriplet | CodeCode Available | 0 |
| Learning Unified Embedding for Apparel Recognition | Jul 19, 2017 | RetrievalTriplet | —Unverified | 0 |
| Pruning Convolutional Neural Networks for Image Instance Retrieval | Jul 18, 2017 | Image Instance RetrievalRetrieval | —Unverified | 0 |
| Kernel Method for Detecting Higher Order Interactions in multi-view Data: An Application to Imaging, Genetics, and Epigenetics | Jul 14, 2017 | Triplet | —Unverified | 0 |
| DeepStory: Video Story QA by Deep Embedded Memory Networks | Jul 4, 2017 | AI AgentQuestion Answering | —Unverified | 0 |
| Skeleton-aided Articulated Motion Generation | Jul 4, 2017 | Gesture-to-Gesture TranslationMotion Generation | —Unverified | 0 |
| Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search | Jul 1, 2017 | AttributeRepresentation Learning | —Unverified | 0 |
| Generative Model with Coordinate Metric Learning for Object Recognition Based on 3D Models | May 24, 2017 | Bayesian InferenceMetric Learning | —Unverified | 0 |
| Quadruplet Network with One-Shot Learning for Fast Visual Object Tracking | May 19, 2017 | Object TrackingOne-Shot Learning | —Unverified | 0 |
| Revisiting IM2GPS in the Deep Learning Era | May 13, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Speaker: an End-to-End Neural Speaker Embedding System | May 5, 2017 | ClusteringSpeaker Identification | CodeCode Available | 0 |
| Part-based Deep Hashing for Large-scale Person Re-identification | May 5, 2017 | Deep HashingLarge-Scale Person Re-Identification | —Unverified | 0 |
| Identifying First-person Camera Wearers in Third-person Videos | Apr 20, 2017 | Activity RecognitionObject Tracking | —Unverified | 0 |
| Cross-media Similarity Metric Learning with Unified Deep Networks | Apr 14, 2017 | Metric LearningRepresentation Learning | —Unverified | 0 |
| Learning Two-Branch Neural Networks for Image-Text Matching Tasks | Apr 11, 2017 | Image-text matchingRetrieval | CodeCode Available | 0 |
| Coupled Deep Learning for Heterogeneous Face Recognition | Apr 8, 2017 | Deep LearningFace Recognition | —Unverified | 0 |
| Beyond triplet loss: a deep quadruplet network for person re-identification | Apr 6, 2017 | Person Re-IdentificationTriplet | CodeCode Available | 0 |
| Training Triplet Networks with GAN | Apr 6, 2017 | General ClassificationRepresentation Learning | CodeCode Available | 0 |
| Comparison Based Nearest Neighbor Search | Apr 5, 2017 | Triplet | —Unverified | 0 |
| Smart Mining for Deep Metric Learning | Apr 5, 2017 | Metric LearningTriplet | —Unverified | 0 |