| Triplet Loss for Knowledge Distillation | Apr 17, 2020 | Knowledge DistillationMetric Learning | CodeCode Available | 1 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Sharing Matters for Generalization in Deep Metric Learning | Apr 12, 2020 | Metric LearningTriplet | —Unverified | 0 |
| Feature Re-Learning with Data Augmentation for Video Relevance Prediction | Apr 8, 2020 | Data AugmentationRetrieval | CodeCode Available | 1 |
| Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks | Apr 5, 2020 | Classification Of Breast Cancer Histology ImagesDimensionality Reduction | CodeCode Available | 0 |
| Generalized Zero-Shot Learning Via Over-Complete Distribution | Apr 1, 2020 | Generalized Zero-Shot LearningTriplet | CodeCode Available | 0 |
| A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification | Mar 31, 2020 | Metric LearningSpeaker Verification | CodeCode Available | 1 |
| Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text | Mar 27, 2020 | Representation LearningRetrieval | —Unverified | 0 |
| DCDLearn: Multi-order Deep Cross-distance Learning for Vehicle Re-Identification | Mar 25, 2020 | TripletVehicle Re-Identification | —Unverified | 0 |
| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 |
| PADS: Policy-Adapted Sampling for Visual Similarity Learning | Mar 24, 2020 | Metric LearningReinforcement Learning | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Triplet Permutation Method for Deep Learning of Single-Shot Person Re-Identification | Mar 18, 2020 | Person Re-IdentificationTriplet | CodeCode Available | 0 |
| Discriminative Feature and Dictionary Learning with Part-aware Model for Vehicle Re-identification | Mar 16, 2020 | Dictionary LearningTriplet | —Unverified | 0 |
| Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues | Mar 14, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems | Mar 11, 2020 | Conformal PredictionDecision Making | —Unverified | 0 |
| Single-View 3D Object Reconstruction from Shape Priors in Memory | Mar 8, 2020 | 3D Object Reconstruction3D Reconstruction | —Unverified | 0 |
| Adaptive Offline Quintuplet Loss for Image-Text Matching | Mar 7, 2020 | Image-text matchingText Matching | CodeCode Available | 1 |
| Probability Weighted Compact Feature for Domain Adaptive Retrieval | Mar 6, 2020 | Image RetrievalQuantization | CodeCode Available | 1 |
| Affinity guided Geometric Semi-Supervised Metric Learning | Feb 27, 2020 | Metric LearningRiemannian optimization | —Unverified | 0 |
| Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods | Feb 27, 2020 | Triplet | CodeCode Available | 1 |
| Adversarial Ranking Attack and Defense | Feb 26, 2020 | Adversarial AttackImage Retrieval | CodeCode Available | 1 |
| A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems | Feb 26, 2020 | General ClassificationRetrieval | CodeCode Available | 0 |
| Towards Learning a Universal Non-Semantic Representation of Speech | Feb 25, 2020 | Transfer LearningTriplet | CodeCode Available | 0 |
| Circle Loss: A Unified Perspective of Pair Similarity Optimization | Feb 25, 2020 | Face RecognitionFace Verification | CodeCode Available | 1 |
| When Relation Networks meet GANs: Relation GANs with Triplet Loss | Feb 24, 2020 | Conditional Image GenerationImage Generation | CodeCode Available | 0 |
| Triplet Online Instance Matching Loss for Person Re-identification | Feb 24, 2020 | Person Re-IdentificationTriplet | —Unverified | 0 |
| Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval | Feb 23, 2020 | Cross-Modal RetrievalRetrieval | —Unverified | 0 |
| Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions | Feb 22, 2020 | Medical Image AnalysisPrediction | —Unverified | 0 |
| Towards Bounding-Box Free Panoptic Segmentation | Feb 18, 2020 | Instance SegmentationPanoptic Segmentation | —Unverified | 0 |
| Spectrum Translation for Cross-Spectral Ocular Matching | Feb 14, 2020 | TranslationTriplet | —Unverified | 0 |
| Self-supervised learning for audio-visual speaker diarization | Feb 13, 2020 | Self-Supervised Learningspeaker-diarization | —Unverified | 0 |
| Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition | Feb 11, 2020 | Camera CalibrationDomain Adaptation | —Unverified | 0 |
| Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series | Feb 10, 2020 | Missing ValuesRepresentation Learning | —Unverified | 0 |
| Differential Evolution with Reversible Linear Transformations | Feb 7, 2020 | DiversityEvolutionary Algorithms | CodeCode Available | 1 |
| Deep Robust Multilevel Semantic Cross-Modal Hashing | Feb 7, 2020 | Cross-Modal RetrievalRetrieval | —Unverified | 0 |
| Deep Fusion Feature Representation Learning with Hard Mining Center-Triplet Loss for Person Re-identification | Feb 6, 2020 | Person Re-IdentificationRepresentation Learning | CodeCode Available | 0 |
| Convolutional Embedding for Edit Distance | Jan 31, 2020 | Triplet | CodeCode Available | 1 |
| DUMA: Reading Comprehension with Transposition Thinking | Jan 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SOLAR: Second-Order Loss and Attention for Image Retrieval | Jan 24, 2020 | Image RetrievalPatch Matching | CodeCode Available | 1 |
| SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On | Jan 17, 2020 | Geometric MatchingTriplet | CodeCode Available | 1 |
| Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images | Jan 16, 2020 | Triplet | —Unverified | 0 |
| Personalized Activity Recognition with Deep Triplet Embeddings | Jan 15, 2020 | Action DetectionActivity Detection | CodeCode Available | 0 |
| Deep Learning Enabled Uncorrelated Space Observation Association | Jan 9, 2020 | Deep LearningTriplet | CodeCode Available | 0 |
| Visual-Semantic Graph Attention Networks for Human-Object Interaction Detection | Jan 7, 2020 | Graph AttentionHuman-Object Interaction Detection | CodeCode Available | 1 |
| Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification | Jan 6, 2020 | ClusteringPerson Re-Identification | —Unverified | 0 |
| Dual Multi-head Co-attention for Multi-choice Reading Comprehension | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations | Jan 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection | Dec 30, 2019 | GPUHuman-Object Interaction Detection | CodeCode Available | 0 |
| Ranking and Classification driven Feature Learning for Person Re_identification | Dec 25, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |