| 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 |
