Metric Learning

Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024 Beyond Reference: Evaluating High Quality Translations Better than Human References EMNLP 2024 Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives NAACL 2024 Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects NeurIPS 2024 BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval NeurIPS 2024 BoQ: A Place is Worth a Bag of Learnable Queries CVPR 2024 Bures-Wasserstein Means of Graphs AISTATS 2024 CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification CVPR 2024 CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection AAAI 2024 Centrality-aware Product Retrieval and Ranking EMNLP 2024 Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval CVPR 2024 CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NeurIPS 2024 Close Imitation of Expert Retouching for Black-and-White Photography CVPR 2024 CLULab-UofA at SemEval-2024 Task 8: Detecting Machine-Generated Text Using Triplet-Loss-Trained Text Similarity and Text Classification SemEval 2024 Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment ACL 2024 ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion CVPR 2024 Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization ICLR 2024 Connecting the Dots: Inferring Patent Phrase Similarity with Retrieved Phrase Graphs NAACL 2024 Consistent Optimal Transport with Empirical Conditional Measures AISTATS 2024 ContraSim – Analyzing Neural Representations Based on Contrastive Learning NAACL 2024 Contrastive losses as generalized models of global epistasis NeurIPS 2024 ConvoCache: Smart Re-Use of Chatbot Responses Interspeech 2024 Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning AISTATS 2024 CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition CVPR 2024 Cross-Covariate Gait Recognition: A Benchmark AAAI 2024