Metric Learning

Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals NAACL 2022 Conceptual Similarity for Subjective Tags AACL 2022 Contextual Similarity Distillation for Asymmetric Image Retrieval CVPR 2022 Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism CVPR 2022 Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2022 Contrastive Multi-view Hyperbolic Hierarchical Clustering IJCAI 2022 Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval ACL 2022 Correlation Verification for Image Retrieval CVPR 2022 CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022 Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings Interspeech 2022 Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022 Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval NAACL 2022 Cross-Modal Coherence for Text-to-Image Retrieval AAAI 2022 Cross Modal Retrieval With Querybank Normalisation CVPR 2022 Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022 Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges IJCAI 2022 DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022 Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NeurIPS 2022 Deconfounded Representation Similarity for Comparison of Neural Networks NeurIPS 2022 Decoupling Makes Weakly Supervised Local Feature Better CVPR 2022 Deep Causal Metric Learning ICML 2022 DeepFace-EMD: Re-Ranking Using Patch-Wise Earth Mover's Distance Improves Out-of-Distribution Face Identification CVPR 2022 Deep speaker embedding with frame-constrained training strategy for speaker verification Interspeech 2022 Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage ICML 2022 Deep Visual Geo-Localization Benchmark CVPR 2022