Representation Learning

Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022 Robust Graph-Based Multi-View Clustering AAAI 2022 Robust Region Feature Synthesizer for Zero-Shot Object Detection CVPR 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022 RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NeurIPS 2022 RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators NAACL 2022 R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization EMNLP 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022 Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022 Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? Interspeech 2022 SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022 Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022 SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning WACV 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 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 Neural Articulated Shape and Appearance Models CVPR 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022 Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022 Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022 Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities EMNLP 2022