Representation Learning

Rethinking Controllable Variational Autoencoders CVPR 2022 Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022 Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022 Rethinking Reconstruction Autoencoder-Based Out-of-Distribution Detection CVPR 2022 Rethinking Semantic Segmentation: A Prototype View CVPR 2022 Rethinking Supervised Pre-Training for Better Downstream Transferring ICLR 2022 Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022 Rethinking the compositionality of point clouds through regularization in the hyperbolic space NeurIPS 2022 Retrieval-Augmented Reinforcement Learning ICML 2022 Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP 2022 Revisiting Active Sets for Gaussian Process Decoders NeurIPS 2022 Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ICML 2022 Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NeurIPS 2022 Revisiting Heterophily For Graph Neural Networks NeurIPS 2022 Revisiting Over-Smoothness in Text to Speech ACL 2022 Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution NeurIPS 2022 Revisiting Sparse Convolutional Model for Visual Recognition NeurIPS 2022 Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation COLING 2022 Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022 Revisiting the Transferability of Supervised Pretraining: An MLP Perspective CVPR 2022 Revisit Systematic Generalization via Meaningful Learning EMNLP 2022 RGL-NET: A Recurrent Graph Learning Framework for Progressive Part Assembly WACV 2022 Richer Countries and Richer Representations ACL 2022 Rich Feature Construction for the Optimization-Generalization Dilemma ICML 2022 RIGA at SemEval-2022 Task 1: Scaling Recurrent Neural Networks for CODWOE Dictionary Modeling SemEval 2022