representation learning

MERIT: Learning Multi-level Representations on Temporal Graphs IJCAI 2022 Meta-Learning Dynamics Forecasting Using Task Inference NeurIPS 2022 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 MetAug: Contrastive Learning via Meta Feature Augmentation ICML 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 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 Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 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 m-Networks: Adapting the Triplet Networks for Acronym Disambiguation NAACL 2022 Model Zoos: A Dataset of Diverse Populations of Neural Network Models NeurIPS 2022 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022 MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction NeurIPS 2022 MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations COLING 2022 Multi-Agent Concentrative Coordination with Decentralized Task Representation IJCAI 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022 Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NeurIPS 2022 Multi-Granularity Structural Knowledge Distillation for Language Model Compression ACL 2022 Multi-Head Deep Metric Learning Using Global and Local Representations WACV 2022 Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization NeurIPS 2022 Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022