Representation Learning

Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022 SEER: Unsupervised and sample-efficient environment specialization of image descriptors RSS 2022 SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels IJCAI 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Selective compression learning of latent representations for variable-rate image compression NeurIPS 2022 Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022 Self-Consistency of the Fokker Planck Equation COLT 2022 Self-explaining deep models with logic rule reasoning NeurIPS 2022 Self-Explaining Deviations for Coordination NeurIPS 2022 Self-Normalized Importance Sampling for Neural Language Modeling Interspeech 2022 Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations NeurIPS 2022 Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022 Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022 Self-Supervised Enhancement of Latent Discovery in GANs AAAI 2022 Self-Supervised Equivariant Learning for Oriented Keypoint Detection CVPR 2022 Self-Supervised Fair Representation Learning without Demographics NeurIPS 2022 Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering NeurIPS 2022 Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022 Self-Supervised Learning Through Efference Copies NeurIPS 2022 Self-Supervised Learning via Maximum Entropy Coding NeurIPS 2022 Self-Supervised Learning with an Information Maximization Criterion NeurIPS 2022 Self-supervised learning with random-projection quantizer for speech recognition ICML 2022 Self-Supervised Neural Articulated Shape and Appearance Models CVPR 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022