representation learning

Analyzing Encoded Concepts in Transformer Language Models NAACL 2022 Analyzing Gender Representation in Multilingual Models ACL 2022 Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022 An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning Interspeech 2022 Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder ICLR 2022 An Empirical Study on Disentanglement of Negative-free Contrastive Learning NeurIPS 2022 A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022 An Investigation into Whitening Loss for Self-supervised Learning NeurIPS 2022 An Isotropy Analysis in the Multilingual BERT Embedding Space ACL 2022 Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022 AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022 A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022 Architecture Agnostic Federated Learning for Neural Networks ICML 2022 Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022 A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022 A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022 Assemblies of neurons learn to classify well-separated distributions COLT 2022 Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences NAACL 2022 A Statistical Manifold Framework for Point Cloud Data ICML 2022 A Structured Dictionary Perspective on Implicit Neural Representations CVPR 2022 A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022