Embedding Learning

Community Detection Guarantees using Embeddings Learned by Node2Vec NeurIPS 2024 Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval EMNLP 2024 Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization ICLR 2024 Composed Video Retrieval via Enriched Context and Discriminative Embeddings CVPR 2024 Concept Space Alignment in Multilingual LLMs EMNLP 2024 Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024 CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024 Counterfactual Reasoning with Knowledge Graph Embeddings EACL 2024 Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching CVPR 2024 Cross Initialization for Face Personalization of Text-to-Image Models CVPR 2024 Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering IJCAI 2024 CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting Interspeech 2024 Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024 Decodable and Sample Invariant Continuous Object Encoder ICLR 2024 Deep Metric Learning With Chance Constraints WACV 2024 Demystifying Embedding Spaces using Large Language Models ICLR 2024 Dense Connector for MLLMs NeurIPS 2024 Dense Passage Retrieval: Is it Retrieving? EMNLP 2024 Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024 DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024 Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction EMNLP 2024 Diffusion-Inspired Truncated Sampler for Text-Video Retrieval NeurIPS 2024 DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation ICLR 2024 Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis NeurIPS 2024 Distributional Bellman Operators over Mean Embeddings ICML 2024