Representation Learning

Meta-Attention for ViT-Backed Continual Learning CVPR 2022 Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022 MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts ICLR 2022 MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022 Method for improving the word intelligibility of presented speech using bone-conduction headphones Interspeech 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022 Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Mind the gap: On the value of silence representations to lexical-based speech emotion recognition Interspeech 2022 Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning NeurIPS 2022 MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 Minimizing Control for Credit Assignment with Strong Feedback ICML 2022 MisConv: Convolutional Neural Networks for Missing Data WACV 2022 Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022 Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ACL 2022 Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NeurIPS 2022 Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech Interspeech 2022 MixFormer: Mixing Features Across Windows and Dimensions CVPR 2022 MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022 Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022 Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022