representation learning

Robust Contrastive Learning Against Noisy Views CVPR 2022 Robust Feature-Level Adversaries are Interpretability Tools NeurIPS 2022 Robust Fine-Tuning of Zero-Shot Models CVPR 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NeurIPS 2022 RuCCoN: Clinical Concept Normalization in Russian ACL 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 Salient ImageNet: How to discover spurious features in Deep Learning? ICLR 2022 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022 Scalable Infomin Learning NeurIPS 2022 Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees NeurIPS 2022 Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning NeurIPS 2022 SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022 Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022 Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? Interspeech 2022 ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments Interspeech 2022 SE(3)-Equivariant Relational Rearrangement with Neural Descriptor Fields CoRL 2022 Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers NeurIPS 2022 Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering NAACL 2022 Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022 Self-Distillation with Meta Learning for Knowledge Graph Completion EMNLP 2022 Self-Predictive Dynamics for Generalization of Vision-based Reinforcement Learning IJCAI 2022 Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022