representation learning

Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition CVPR 2022 Inherent Tradeoffs in Learning Fair Representations JMLR 2022 Initializing Then Refining: A Simple Graph Attribute Imputation Network IJCAI 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Interspeech 2022 Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022 Interpretable Representation Learning from Temporal Multi-view Data ACML 2022 Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022 Invariant Action Effect Model for Reinforcement Learning AAAI 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Invariant Language Modeling EMNLP 2022 Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022 Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022 Investigation into Target Speaking Rate Adaptation for Voice Conversion Interspeech 2022 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022 Is Homophily a Necessity for Graph Neural Networks? ICLR 2022 IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces EMNLP 2022 Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022 It Takes Two to Tango: Mixup for Deep Metric Learning ICLR 2022 Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification CVPR 2022 Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022