representation learning

When Does Contrastive Visual Representation Learning Work? CVPR 2022 When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022 Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022 Where’s the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit EMNLP 2022 Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective ICLR 2022 Whodunit? Learning to Contrast for Authorship Attribution AACL 2022 Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NeurIPS 2022 WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification Interspeech 2022 Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings ACL 2022 X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022 XTREME-S: Evaluating Cross-lingual Speech Representations Interspeech 2022 You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022 Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning ICLR 2021 (Implicit)^2: Implicit Layers for Implicit Representations NeurIPS 2021 3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021 A Bayesian Framework for Information-Theoretic Probing EMNLP 2021 ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning NeurIPS 2021 A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021 A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021 Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills ICML 2021 ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021 Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval CVPR 2021 Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021