| 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 |