Self-Supervised Learning

Local Augmentation for Graph Neural Networks ICML 2022 Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022 Locally Distributed Activation Vectors for Guided Feature Attribution COLING 2022 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NeurIPS 2022 Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation Interspeech 2022 Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 Interspeech 2022 M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022 MAESTRO: Matched Speech Text Representations through Modality Matching Interspeech 2022 Masked Autoencoders Are Scalable Vision Learners CVPR 2022 Masked Autoencoders As Spatiotemporal Learners NeurIPS 2022 Masked Autoencoders that Listen NeurIPS 2022 Masked Autoencoding for Scalable and Generalizable Decision Making NeurIPS 2022 Masked Feature Prediction for Self-Supervised Visual Pre-Training CVPR 2022 Masked Prediction: A Parameter Identifiability View NeurIPS 2022 Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022 Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022 MAT: Mask-Aware Transformer for Large Hole Image Inpainting CVPR 2022 Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching ICML 2022 MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud (Student Abstract) AAAI 2022 MCMAE: Masked Convolution Meets Masked Autoencoders NeurIPS 2022 MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild WACV 2022 MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022