Representation Learning

Application for Real-time Personalized Speaker Extraction Interspeech 2022 A Probabilistic Framework for Land Deformation Prediction (Student Abstract) AAAI 2022 Arabic Keyphrase Extraction: Enhancing Deep Learning Models with Pre-trained Contextual Embedding and External Features EMNLP 2022 Are All Losses Created Equal: A Neural Collapse Perspective NeurIPS 2022 A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022 Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022 A Robust Bias Mitigation Procedure Based on the Stereotype Content Model EMNLP 2022 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 Asymptotics of ℓ_2 Regularized Network Embeddings NeurIPS 2022 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022 Attributable Visual Similarity Learning CVPR 2022 Audience-Centric Natural Language Generation via Style Infusion EMNLP 2022 A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022 A Unified Framework for Deep Symbolic Regression NeurIPS 2022 Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NeurIPS 2022 Automatic Error Analysis for Document-level Information Extraction ACL 2022 Automatic Scene-based Topic Channel Construction System for E-Commerce EMNLP 2022 AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation CVPR 2022 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022 A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation ACL 2022 AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification AAAI 2022 BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation CVPR 2022