| Cross-Modal Contrastive Learning for Robust Reasoning in VQA | Nov 21, 2022 | Contrastive LearningQuestion Answering | CodeCode Available | 0 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation | Nov 16, 2022 | Domain AdaptationTransfer Learning | CodeCode Available | 0 |
| Is Style All You Need? Dependencies Between Emotion and GST-based Speaker Recognition | Nov 15, 2022 | AllEmotion Classification | CodeCode Available | 0 |
| Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem | Nov 14, 2022 | Computational EfficiencyTriplet | —Unverified | 0 |
| Supervised Fine-tuning Evaluation for Long-term Visual Place Recognition | Nov 14, 2022 | TripletVisual Place Recognition | —Unverified | 0 |
| Probabilistic Debiasing of Scene Graphs | Nov 11, 2022 | ObjectTriplet | CodeCode Available | 0 |
| ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery | Nov 7, 2022 | Drug DiscoveryGraph Ranking | —Unverified | 0 |
| Complete Cross-triplet Loss in Label Space for Audio-visual Cross-modal Retrieval | Nov 7, 2022 | Cross-Modal RetrievalRepresentation Learning | —Unverified | 0 |
| Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis | Nov 4, 2022 | ArticlesTriplet | —Unverified | 0 |
| Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization | Nov 3, 2022 | Contrastive LearningTriplet | —Unverified | 0 |
| Leveraging Pre-trained Models for Failure Analysis Triplets Generation | Oct 31, 2022 | Question AnsweringText Summarization | —Unverified | 0 |
| Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance | Oct 29, 2022 | Federated Learningscoring rule | —Unverified | 0 |
| TripletTrack: 3D Object Tracking using Triplet Embeddings and LSTM | Oct 28, 2022 | 3D Object TrackingAutonomous Driving | —Unverified | 0 |
| FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning | Oct 26, 2022 | Cross-Modal RetrievalDecoder | —Unverified | 0 |
| Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data | Oct 25, 2022 | Contrastive LearningTriplet | —Unverified | 0 |
| Dissecting Deep Metric Learning Losses for Image-Text Retrieval | Oct 21, 2022 | Cross-Modal RetrievalImage-text matching | CodeCode Available | 0 |
| Discriminatory and orthogonal feature learning for noise robust keyword spotting | Oct 20, 2022 | Keyword SpottingTriplet | —Unverified | 0 |
| A Multimodal Sensor Fusion Framework Robust to Missing Modalities for Person Recognition | Oct 20, 2022 | Person RecognitionSensor Fusion | —Unverified | 0 |
| Image-Text Retrieval with Binary and Continuous Label Supervision | Oct 20, 2022 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem | Oct 20, 2022 | Contrastive LearningMetric Learning | —Unverified | 0 |
| No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective | Oct 18, 2022 | Metric LearningTriplet | —Unverified | 0 |
| Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths | Oct 14, 2022 | Triplet | CodeCode Available | 0 |
| Individualized Conditioning and Negative Distances for Speaker Separation | Oct 12, 2022 | Speaker SeparationTriplet | —Unverified | 0 |
| Visually Similar Products Retrieval for Shopsy | Oct 10, 2022 | AttributeImage Compression | —Unverified | 0 |
| Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts | Oct 4, 2022 | Common Sense ReasoningMachine Reading Comprehension | —Unverified | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction | Oct 1, 2022 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning | Oct 1, 2022 | Metric LearningSentence | CodeCode Available | 0 |
| Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval | Sep 28, 2022 | Contrastive LearningRetrieval | —Unverified | 0 |
| Joint Triplet Loss Learning for Next New POI Recommendation | Sep 25, 2022 | Triplet | —Unverified | 0 |
| Descriptor Distillation: a Teacher-Student-Regularized Framework for Learning Local Descriptors | Sep 23, 2022 | Triplet | —Unverified | 0 |
| Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs | Sep 19, 2022 | Knowledge GraphsRepresentation Learning | CodeCode Available | 0 |
| Structure-Aware 3D VR Sketch to 3D Shape Retrieval | Sep 19, 2022 | 3D Shape RetrievalRetrieval | CodeCode Available | 0 |
| Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness | Sep 18, 2022 | Action Triplet RecognitionTriplet | —Unverified | 0 |
| Transformers and CNNs both Beat Humans on SBIR | Sep 14, 2022 | Image RetrievalRetrieval | —Unverified | 0 |
| Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging | Sep 13, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| A Variational Approach to Parameter Estimation for Characterizing 2-D Cluster Variation Method Topographies | Sep 9, 2022 | parameter estimationTriplet | —Unverified | 0 |
| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| TypoSwype: An Imaging Approach to Detect Typo-Squatting | Sep 2, 2022 | Triplet | —Unverified | 0 |
| Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion | Sep 2, 2022 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| A Fair Experimental Comparison of Neural Network Architectures for Latent Representations of Multi-Omics for Drug Response Prediction | Aug 31, 2022 | Drug Response PredictionTriplet | CodeCode Available | 0 |
| Towards Open Set Video Anomaly Detection | Aug 23, 2022 | Anomaly DetectionMultiple Instance Learning | —Unverified | 0 |
| Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction | Aug 20, 2022 | Aspect Sentiment Triplet ExtractionInductive Bias | —Unverified | 0 |
| STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval | Aug 15, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| MetricBERT: Text Representation Learning via Self-Supervised Triplet Training | Aug 13, 2022 | Representation LearningTriplet | —Unverified | 0 |
| Contrastive Learning for OOD in Object detection | Aug 12, 2022 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| Memorizing Complementation Network for Few-Shot Class-Incremental Learning | Aug 11, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| NIR-to-VIS Face Recognition via Embedding Relations and Coordinates of the Pairwise Features | Aug 4, 2022 | Face RecognitionRelation | —Unverified | 0 |
| Rethinking the Evaluation of Unbiased Scene Graph Generation | Aug 3, 2022 | DiversityGraph Generation | —Unverified | 0 |