Metric Learning

Why do Nearest Neighbor Language Models Work? ICML 2023 WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment EMNLP 2023 Words are all you need? Language as an approximation for human similarity judgments ICLR 2023 xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023 Yes, we CANN: Constrained Approximate Nearest Neighbors for Local Feature-Based Visual Localization ICCV 2023 Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023 Zero-Shot Object Counting CVPR 2023 Acoustic Feature Shuffling Network for Text-independent Speaker Verification Interspeech 2022 Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022 Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss AAAI 2022 Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching COLING 2022 Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022 Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection CVPR 2022 Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 Adaptive Rectangle Loss for Speaker Verification Interspeech 2022 A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval NeurIPS 2022 A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations CLeaR 2022 Adversarial Reweighting for Speaker Verification Fairness Interspeech 2022 A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating NAACL 2022 A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs ICML 2022 A Kernel Two-Sample Test for Functional Data JMLR 2022 A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022 A Lower Bound of Hash Codes' Performance NeurIPS 2022 AnchorFace: Boosting TAR@FAR for Practical Face Recognition AAAI 2022 An End-to-End Macaque Voiceprint Verification Method Based on Channel Fusion Mechanism Interspeech 2022