representation learning

Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022 Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022 Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022 Task-Induced Representation Learning ICLR 2022 Task Relatedness-Based Generalization Bounds for Meta Learning ICLR 2022 TeachAugment: Data Augmentation Optimization Using Teacher Knowledge CVPR 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 Temporal Alignment Prediction for Supervised Representation Learning and Few-Shot Sequence Classification ICLR 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning NeurIPS 2022 Temporally Disentangled Representation Learning NeurIPS 2022 Text-Driven Separation of Arbitrary Sounds Interspeech 2022 Text Revision by On-the-Fly Representation Optimization ACL 2022 Text Revision By On-the-Fly Representation Optimization AAAI 2022 Text Transformations in Contrastive Self-Supervised Learning: A Review IJCAI 2022 Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022 The Architectural Bottleneck Principle EMNLP 2022 The CLRS Algorithmic Reasoning Benchmark ICML 2022 The dynamics of representation learning in shallow, non-linear autoencoders ICML 2022 The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022 The Geometry of Multilingual Language Model Representations EMNLP 2022 The Grammar-Learning Trajectories of Neural Language Models ACL 2022 The Information Geometry of Unsupervised Reinforcement Learning ICLR 2022 The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis Interspeech 2022