| SAMBERT: Improve Aspect Sentiment Triplet Extraction by Segmenting the Attention Maps of BERT | Nov 16, 2021 | Aspect Sentiment Triplet ExtractionSemantic Segmentation | —Unverified | 0 |
| HARA: A Hierarchical Approach for Robust Rotation Averaging | Nov 16, 2021 | Tripletvalid | CodeCode Available | 1 |
| High-Order-Interaction for weakly supervised Fine-Grained Visual Categorization | Nov 13, 2021 | Fine-Grained Image ClassificationFine-Grained Image Recognition | CodeCode Available | 0 |
| Deep Attention-guided Graph Clustering with Dual Self-supervision | Nov 10, 2021 | ClusteringDeep Attention | CodeCode Available | 1 |
| Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks | Nov 5, 2021 | Triplet | CodeCode Available | 0 |
| Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval | Nov 5, 2021 | Image-text RetrievalRetrieval | CodeCode Available | 0 |
| Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity | Nov 2, 2021 | DisentanglementInformation Retrieval | —Unverified | 0 |
| Implicit Sentiment Analysis with Event-centered Text Representation | Nov 1, 2021 | Representation LearningSentence | —Unverified | 0 |
| Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector | Nov 1, 2021 | text-classificationText Classification | —Unverified | 0 |
| MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning | Oct 30, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | —Unverified | 0 |
| SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata | Oct 27, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Radical pairs may explain reactive oxygen species-mediated effects of hypomagnetic field on neurogenesis | Oct 25, 2021 | HippocampusTriplet | —Unverified | 0 |
| Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering | Oct 22, 2021 | Cross-Modal RetrievalFeature Engineering | CodeCode Available | 0 |
| Improving Channel Charting using a Split Triplet Loss and an Inertial Regularizer | Oct 21, 2021 | Dimensionality ReductionTriplet | —Unverified | 0 |
| Video and Text Matching with Conditioned Embeddings | Oct 21, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| Deep Point Cloud Normal Estimation via Triplet Learning | Oct 20, 2021 | Triplet | —Unverified | 0 |
| Unsupervised Natural Language Inference Using PHL Triplet Generation | Oct 16, 2021 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Intent-based Product Collections for E-commerce using Pretrained Language Models | Oct 15, 2021 | Language ModellingSentence | —Unverified | 0 |
| On Generating Identifiable Virtual Faces | Oct 15, 2021 | Face AnonymizationFace Recognition | —Unverified | 0 |
| Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems | Oct 15, 2021 | ObjectPerson Re-Identification | CodeCode Available | 1 |
| The AI Triplet: Computational, Conceptual, and Mathematical Knowledge in AI Education | Oct 14, 2021 | Triplet | —Unverified | 0 |
| Aspect-Sentiment-Multiple-Opinion Triplet Extraction | Oct 14, 2021 | Aspect Sentiment Triplet ExtractionExtract Aspect | CodeCode Available | 0 |
| Transferring Semantic Knowledge Into Language Encoders | Oct 14, 2021 | Reading ComprehensionSentence | —Unverified | 0 |
| Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation | Oct 12, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Rank-based loss for learning hierarchical representations | Oct 11, 2021 | Audio ClassificationTriplet | CodeCode Available | 0 |
| PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction | Oct 10, 2021 | Aspect Sentiment Triplet ExtractionDecoder | CodeCode Available | 1 |
| RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss | Oct 9, 2021 | Computational EfficiencyTriplet | —Unverified | 0 |
| Lookup or Exploratory: What is Your Search Intent? | Oct 9, 2021 | SpecificityTriplet | —Unverified | 0 |
| Adversarial Training for Face Recognition Systems using Contrastive Adversarial Learning and Triplet Loss Fine-tuning | Oct 9, 2021 | Adversarial RobustnessFace Recognition | —Unverified | 0 |
| Scale Invariant Domain Generalization Image Recapture Detection | Oct 7, 2021 | Domain GeneralizationFace Identification | —Unverified | 0 |
| Improving Prediction Confidence in Learning-Enabled Autonomous Systems | Oct 7, 2021 | Conformal PredictionDecision Making | —Unverified | 0 |
| Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching | Oct 6, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| How to Query An Oracle? Efficient Strategies to Label Data | Oct 5, 2021 | Triplet | —Unverified | 0 |
| Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression | Oct 5, 2021 | Computational EfficiencyMotion Estimation | —Unverified | 0 |
| Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings | Oct 5, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Incremental Class Learning using Variational Autoencoders with Similarity Learning | Oct 4, 2021 | Incremental LearningMetric Learning | —Unverified | 0 |
| Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet Information | Oct 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning | Oct 1, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| SGTR: Generating Scene Graph by Learning Compositional Triplets with Transformer | Sep 29, 2021 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Assessing two novel distance-based loss functions for few-shot image classification | Sep 29, 2021 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Understanding Metric Learning on Unit Hypersphere and Generating Better Examples for Adversarial Training | Sep 29, 2021 | Metric LearningRepresentation Learning | —Unverified | 0 |
| DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs | Sep 28, 2021 | DiversityDynamic graph embedding | CodeCode Available | 0 |
| A hierarchical residual network with compact triplet-center loss for sketch recognition | Sep 28, 2021 | Sketch RecognitionTriplet | —Unverified | 0 |
| Scenario Aware Speech Recognition: Advancements for Apollo Fearless Steps & CHiME-4 Corpora | Sep 23, 2021 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Finding a Balanced Degree of Automation for Summary Evaluation | Sep 23, 2021 | Natural Language InferenceSemantic Role Labeling | CodeCode Available | 1 |
| SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis | Sep 17, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning | Sep 13, 2021 | PositionRepresentation Learning | —Unverified | 0 |
| A Decidability-Based Loss Function | Sep 12, 2021 | Face Recognitionspeech-recognition | —Unverified | 0 |
| Pairwise Supervised Contrastive Learning of Sentence Representations | Sep 12, 2021 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems | Sep 11, 2021 | Speech EnhancementTriplet | —Unverified | 0 |