Embedding Learning

Reconstructing Surfaces for Sparse Point Clouds With On-Surface Priors CVPR 2022 Recurrent Dynamic Embedding for Video Object Segmentation CVPR 2022 Recurrent Memory Transformer NeurIPS 2022 Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022 Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings ICLR 2022 Representing Spatial Trajectories as Distributions NeurIPS 2022 Revisiting Statistical Laws of Semantic Shift in Romance Cognates COLING 2022 Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022 Role-based Multiplex Network Embedding ICML 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022 Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? Interspeech 2022 Searching for PETs: Using Distributional and Sentiment-Based Methods to Find Potentially Euphemistic Terms NAACL 2022 Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge ACL 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 Self-Supervised Representation Learning for High-Content Screening MIDL 2022 Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI 2022 Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022 Semantic Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022 SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment AAAI 2022 Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022 Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 Shoring up the foundations: fusing model embeddings and weak supervision UAI 2022 Sign Language Video Retrieval With Free-Form Textual Queries CVPR 2022