Representation Learning

Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022 Multicoated Supermasks Enhance Hidden Networks ICML 2022 Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning Interspeech 2022 Multi-Head Deep Metric Learning Using Global and Local Representations WACV 2022 Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method EMNLP 2022 Multi-Modal Alignment Using Representation Codebook CVPR 2022 Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022 Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022 Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022 Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022 Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022 Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022 Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022 Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022 Neural Estimation of Statistical Divergences JMLR 2022 Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video AAAI 2022 Neural Networks Classify through the Class-Wise Means of Their Representations AAAI 2022 Neural PCA for Flow-Based Representation Learning IJCAI 2022 Neural Relational Inference with Node-Specific Information ICLR 2022 Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NeurIPS 2022 Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification EMNLP 2022 Neural Template: Topology-Aware Reconstruction and Disentangled Generation of 3D Meshes CVPR 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NeurIPS 2022 Neural Texture Extraction and Distribution for Controllable Person Image Synthesis CVPR 2022 NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification NeurIPS 2022