| ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments | Jun 17, 2024 | feature selectionTriplet | CodeCode Available | 0 |
| MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction | Jun 17, 2024 | Aspect Sentiment Triplet ExtractionTriplet | CodeCode Available | 0 |
| SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations | Jun 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts | Jun 16, 2024 | DecoderForm | CodeCode Available | 0 |
| Conditional Similarity Triplets Enable Covariate-Informed Representations of Single-Cell Data | Jun 12, 2024 | Triplet | CodeCode Available | 0 |
| Relational Proxy Loss for Audio-Text based Keyword Spotting | Jun 8, 2024 | Keyword SpottingMetric Learning | —Unverified | 0 |
| Neural Surface Reconstruction from Sparse Views Using Epipolar Geometry | Jun 6, 2024 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Bilinear-Convolutional Neural Network Using a Matrix Similarity-based Joint Loss Function for Skin Disease Classification | Jun 2, 2024 | Triplet | —Unverified | 0 |
| Making Recommender Systems More Knowledgeable: A Framework to Incorporate Side Information | Jun 2, 2024 | Recommendation SystemsTriplet | CodeCode Available | 0 |
| OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation | May 30, 2024 | 3D Instance Segmentation3D Open-Vocabulary Instance Segmentation | —Unverified | 0 |
| SketchTriplet: Self-Supervised Scenarized Sketch-Text-Image Triplet Generation | May 29, 2024 | Image GenerationImage Retrieval | —Unverified | 0 |
| Offline Regularised Reinforcement Learning for Large Language Models Alignment | May 29, 2024 | DecoderModels Alignment | —Unverified | 0 |
| EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling | May 27, 2024 | Knowledge GraphsRAG | —Unverified | 0 |
| ProtFAD: Introducing function-aware domains as implicit modality towards protein function prediction | May 24, 2024 | Contrastive LearningProtein Function Prediction | CodeCode Available | 0 |
| Enhancing Understanding Through Wildlife Re-Identification | May 17, 2024 | Metric LearningTriplet | —Unverified | 0 |
| Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption | May 16, 2024 | Metric LearningTriplet | —Unverified | 0 |
| FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival | May 13, 2024 | DenoisingPrognosis | —Unverified | 0 |
| FITA: Fine-grained Image-Text Aligner for Radiology Report Generation | May 2, 2024 | DescriptiveTriplet | —Unverified | 0 |
| Context-Aware Clustering using Large Language Models | May 2, 2024 | ClusteringLanguage Modeling | —Unverified | 0 |
| Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers | May 1, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| A Light-weight Transformer-based Self-supervised Matching Network for Heterogeneous Images | Apr 30, 2024 | Triplet | —Unverified | 0 |
| Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods | Apr 29, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering | Apr 27, 2024 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| VISLA Benchmark: Evaluating Embedding Sensitivity to Semantic and Lexical Alterations | Apr 25, 2024 | Image to textSensitivity | CodeCode Available | 0 |
| Semantic distance organizes social knowledge: Insights from semantic dementia and cross-modal conceptual space | Apr 23, 2024 | AnatomyTriplet | —Unverified | 0 |
| Hierarchical localization with panoramic views and triplet loss functions | Apr 22, 2024 | Image RetrievalPosition | CodeCode Available | 0 |
| Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning | Apr 17, 2024 | Electromyography (EMG)Gesture Recognition | —Unverified | 0 |
| Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering | Apr 16, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency | Apr 15, 2024 | DecoderLanguage Modelling | CodeCode Available | 0 |
| Learning with Noisy Correspondence | Apr 13, 2024 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | —Unverified | 0 |
| Single-image driven 3d viewpoint training data augmentation for effective wine label recognition | Apr 12, 2024 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| TransTARec: Time-Adaptive Translating Embedding Model for Next POI Recommendation | Apr 10, 2024 | Triplet | —Unverified | 0 |
| FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning | Apr 9, 2024 | Metric LearningTriplet | —Unverified | 0 |
| From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data | Apr 9, 2024 | Self-Supervised LearningTriplet | CodeCode Available | 0 |
| Event-enhanced Retrieval in Real-time Search | Apr 9, 2024 | Contrastive LearningDecoder | CodeCode Available | 0 |
| Part-Attention Based Model Make Occluded Person Re-Identification Stronger | Apr 4, 2024 | Human ParsingOccluded Person Re-Identification | —Unverified | 0 |
| SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation | Apr 2, 2024 | Question GenerationQuestion-Generation | CodeCode Available | 0 |
| Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 | Mar 30, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| On Large Language Models' Hallucination with Regard to Known Facts | Mar 29, 2024 | HallucinationTriplet | CodeCode Available | 0 |
| I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation | Mar 27, 2024 | Knowledge DistillationSegmentation | —Unverified | 0 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| FH-SSTNet: Forehead Creases based User Verification using Spatio-Spatial Temporal Network | Mar 24, 2024 | ManagementTriplet | —Unverified | 0 |
| Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement | Mar 24, 2024 | DiversityGraph Generation | —Unverified | 0 |
| Differentiable Information Bottleneck for Deterministic Multi-view Clustering | Mar 23, 2024 | ClusteringTriplet | —Unverified | 0 |
| When faster rotation is harmful: the competition of alliances with inner blocking mechanism | Mar 21, 2024 | BlockingTriplet | —Unverified | 0 |
| Learning General Policies for Classical Planning Domains: Getting Beyond C_2 | Mar 18, 2024 | Triplet | —Unverified | 0 |
| Evaluating Perceptual Distance Models by Fitting Binomial Distributions to Two-Alternative Forced Choice Data | Mar 15, 2024 | Decision MakingPerceptual Distance | —Unverified | 0 |
| An Analysis of Human Alignment of Latent Diffusion Models | Mar 13, 2024 | Image GenerationOdd One Out | —Unverified | 0 |
| OC4-ReID: Occluded Cloth-Changing Person Re-Identification | Mar 13, 2024 | Cloth-Changing Person Re-IdentificationPerson Re-Identification | CodeCode Available | 0 |
| Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning | Mar 12, 2024 | Aspect Sentiment Triplet ExtractionContrastive Learning | —Unverified | 0 |