embedding learning

S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering CVPR 2024 SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024 SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024 SLoSH: Set Locality Sensitive Hashing via Sliced-Wasserstein Embeddings WACV 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Text Mining at SemEval-2024 Task 1: Evaluating Semantic Textual Relatedness in Low-resource Languages using Various Embedding Methods and Machine Learning Regression Models SemEval 2024 To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024 Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification NeurIPS 2024 Using Locally Learnt Word Representations for better Textual Anomaly Detection NAACL 2024 View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning CVPR 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023 Active metric learning and classification using similarity queries UAI 2023 An Embedding-Dynamic Approach to Self-Supervised Learning WACV 2023 A Statistical Perspective on Retrieval-Based Models ICML 2023 AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds Interspeech 2023 Asymmetric Feature Fusion for Image Retrieval CVPR 2023 Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps ICLR 2023 Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023 Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023 Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023 BT^2: Backward-compatible Training with Basis Transformation ICCV 2023 Conditional Cross Attention Network for Multi-Space Embedding without Entanglement in Only a SINGLE Network ICCV 2023