Self-Supervised Learning

Motion-Aware Contrastive Video Representation Learning via Foreground-Background Merging CVPR 2022 MOVE: Unsupervised Movable Object Segmentation and Detection NeurIPS 2022 MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition AAAI 2022 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022 MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Interspeech 2022 MulT: An End-to-End Multitask Learning Transformer CVPR 2022 Multi-Domain Targeted Sentiment Analysis NAACL 2022 Multi-Frame Self-Supervised Depth With Transformers CVPR 2022 Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022 Multilingual Code Snippets Training for Program Translation AAAI 2022 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022 Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022 Multi-Modal Dynamic Graph Transformer for Visual Grounding CVPR 2022 Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022 Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022 Multi-objective Representation Learning for Scientific Document Retrieval COLING 2022 Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer Interspeech 2022 Multi-Robot Scene Completion: Towards Task-Agnostic Collaborative Perception CoRL 2022 Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation WACV 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 Mutual Information-Driven Pan-Sharpening CVPR 2022 NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022 NAREOR: The Narrative Reordering Problem AAAI 2022 Narrate Dialogues for Better Summarization EMNLP 2022