| A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification | Dec 1, 2020 | Few-Shot LearningFew-Shot Relation Classification | —Unverified | 0 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings | Dec 1, 2020 | Lexical EntailmentMetric Learning | —Unverified | 0 |
| Unsupervised Spoken Term Discovery Based on Re-clustering of Hypothesized Speech Segments with Siamese and Triplet Networks | Nov 28, 2020 | ClusteringTriplet | —Unverified | 0 |
| SSDL: Self-Supervised Domain Learning for Improved Face Recognition | Nov 26, 2020 | Face RecognitionSelf-Learning | —Unverified | 0 |
| Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays | Nov 25, 2020 | General ClassificationTriplet | CodeCode Available | 0 |
| Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval | Nov 25, 2020 | Computational EfficiencyImage Retrieval | —Unverified | 0 |
| End-to-End Differentiable 6DoF Object Pose Estimation with Local and Global Constraints | Nov 22, 2020 | 6D Pose Estimation using RGBObject | —Unverified | 0 |
| Retirement decision with addictive habit persistence in a jump diffusion market | Nov 20, 2020 | Triplet | —Unverified | 0 |
| Vector Embeddings with Subvector Permutation Invariance using a Triplet Enhanced Autoencoder | Nov 18, 2020 | ClusteringTriplet | —Unverified | 0 |
| Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding | Nov 18, 2020 | Spoken Language UnderstandingTriplet | —Unverified | 0 |
| Improving Calibration in Deep Metric Learning With Cross-Example Softmax | Nov 17, 2020 | AllImage Retrieval | —Unverified | 0 |
| Application of Computer Vision Techniques for Segregation of PlasticWaste based on Resin Identification Code | Nov 16, 2020 | Dimensionality ReductionOne-Shot Learning | —Unverified | 0 |
| DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer | Nov 15, 2020 | Object RecognitionRepresentation Learning | —Unverified | 0 |
| Association Rules Enhanced Knowledge Graph Attention Network | Nov 14, 2020 | Graph AttentionGraph Embedding | —Unverified | 0 |
| An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression | Nov 13, 2020 | AttributeFairness | —Unverified | 0 |
| A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs | Nov 10, 2020 | Clusteringobject-detection | CodeCode Available | 0 |
| Detecting Human-Object Interaction with Mixed Supervision | Nov 10, 2020 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| Point Cloud Registration Based on Consistency Evaluation of Rigid Transformation in Parameter Space | Nov 10, 2020 | Point Cloud RegistrationTriplet | —Unverified | 0 |
| Masked Proxy Loss For Text-Independent Speaker Verification | Nov 9, 2020 | Metric LearningSpeaker Recognition | CodeCode Available | 0 |
| Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks | Nov 9, 2020 | Anomaly DetectionTriplet | —Unverified | 0 |
| Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function | Nov 6, 2020 | DecoderTriplet | —Unverified | 0 |
| Set Augmented Triplet Loss for Video Person Re-Identification | Nov 2, 2020 | Metric LearningPerson Re-Identification | —Unverified | 0 |
| Do not trust the neighbors! Adversarial Metric Learning for Self-Supervised Scene Flow Estimation | Nov 1, 2020 | Action ClassificationCollision Avoidance | —Unverified | 0 |
| The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20) | Oct 27, 2020 | Binary ClassificationSpeaker Recognition | —Unverified | 0 |