embedding learning

Retrieval-Enhanced Dual Encoder Training for Product Matching EMNLP 2023 RLEG: Vision-Language Representation Learning with Diffusion-based Embedding Generation ICML 2023 Simplicial Embeddings in Self-Supervised Learning and Downstream Classification ICLR 2023 SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023 The Fast Johnson-Lindenstrauss Transform Is Even Faster ICML 2023 Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism ICLR 2023 Towards Single Integrated Spoofing-aware Speaker Verification Embeddings Interspeech 2023 Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks Interspeech 2023 Uncovering Meanings of Embeddings via Partial Orthogonality NeurIPS 2023 Unifying Margin-Based Softmax Losses in Face Recognition WACV 2023 Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023 UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation SemEval 2023 Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions ACL 2023 Acoustic Feature Shuffling Network for Text-independent Speaker Verification Interspeech 2022 Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022 AdaFace: Quality Adaptive Margin for Face Recognition CVPR 2022 Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022 A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion Interspeech 2022 A multi-level approach for hierarchical Ticket Classification COLING 2022 Boosted Dense Retriever NAACL 2022 Boosting Self-Supervised Embeddings for Speech Enhancement Interspeech 2022 Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals NAACL 2022 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NeurIPS 2022 Conditional Language Models for Community-Level Linguistic Variation EMNLP 2022 Continual Learning through Retrieval and Imagination AAAI 2022