representation learning

How Benign is Benign Overfitting ? ICLR 2021 How Do BERT Embeddings Organize Linguistic Knowledge? NAACL 2021 How does a Neural Network's Architecture Impact its Robustness to Noisy Labels? NeurIPS 2021 How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021 How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021 How Fast can BERT Learn Simple Natural Language Inference? EACL 2021 How Fine-Tuning Allows for Effective Meta-Learning NeurIPS 2021 How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021 How Well Do Self-Supervised Models Transfer? CVPR 2021 Hyperbolic Busemann Learning with Ideal Prototypes NeurIPS 2021 Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021 Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021 ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification ICCV 2021 Identifying Physical Law of Hamiltonian Systems via Meta-Learning ICLR 2021 Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021 IIRC: Incremental Implicitly-Refined Classification CVPR 2021 Im2Vec: Synthesizing Vector Graphics Without Vector Supervision CVPR 2021 iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion Analysis CVPR 2021 Impact of Representation Learning in Linear Bandits ICLR 2021 Implicit Kernel Attention AAAI 2021 Implicit Regularization in ReLU Networks with the Square Loss COLT 2021 Implicit Regularization via Neural Feature Alignment AISTATS 2021 Implicit Representations of Meaning in Neural Language Models ACL 2021 Improved Mutual Information Estimation AAAI 2021 Improving Calibration for Long-Tailed Recognition CVPR 2021