representation learning

Analyzing Text Representations by Measuring Task Alignment ACL 2023 Ancestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning WACV 2023 An Embedding-Dynamic Approach to Self-Supervised Learning WACV 2023 An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023 An extension of disentanglement metrics and its application to voice Interspeech 2023 An Inductive Bias for Tabular Deep Learning NeurIPS 2023 An Information Theory Perspective on Variance-Invariance-Covariance Regularization NeurIPS 2023 An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 A Partially-Supervised Reinforcement Learning Framework for Visual Active Search NeurIPS 2023 A Picture of the Space of Typical Learnable Tasks ICML 2023 A polar prediction model for learning to represent visual transformations NeurIPS 2023 A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023 Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN ICML 2023 Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL 2023 Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations ICML 2023 A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral bias of neural networks UAI 2023 A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023 A Spectral Viewpoint on Continual Relation Extraction EMNLP 2023 ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources CVPR 2023 Assessing Learned Representations under Open-World Novelty AAAI 2023 Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception ICLR 2023 A Statistical Perspective on Retrieval-Based Models ICML 2023 A Survey on Masked Autoencoder for Visual Self-supervised Learning IJCAI 2023 A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation ICLR 2023