Metric Learning

Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words CVPR 2023 Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning NeurIPS 2023 Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023 Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation NeurIPS 2023 Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings EMNLP 2023 Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation CVPR 2023 Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text Interspeech 2023 Preference-based training framework for automatic speech quality assessment using deep neural network Interspeech 2023 Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI MIDL 2023 Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks CVPR 2023 Prompt-Based Metric Learning for Few-Shot NER ACL 2023 Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023 Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023 PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023 Quantifying Character Similarity with Vision Transformers EMNLP 2023 Quantifying the Variability Collapse of Neural Networks ICML 2023 Quantifying Train-Evaluation Overlap with Nearest Neighbors ACL 2023 RankDNN: Learning to Rank for Few-Shot Learning AAAI 2023 Reachability-Aware Laplacian Representation in Reinforcement Learning ICML 2023 Reconciling Competing Sampling Strategies of Network Embedding NeurIPS 2023 Relation Preserving Triplet Mining for Stabilising the Triplet Loss In re-Identification Systems WACV 2023 Reliability of CKA as a Similarity Measure in Deep Learning ICLR 2023 RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL 2023 Representational Dissimilarity Metric Spaces for Stochastic Neural Networks ICLR 2023 Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023