Self-Supervised Learning

Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing ICLR 2022 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Membership Inference Attacks Against Self-supervised Speech Models Interspeech 2022 Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty ICLR 2022 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022 MICO: Selective Search with Mutual Information Co-training COLING 2022 MIM-DG: Mutual information minimization-based domain generalization for speaker verification Interspeech 2022 Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization COLING 2022 Mining Multi-Label Samples from Single Positive Labels NeurIPS 2022 Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh Estimation CVPR 2022 Misspecified Phase Retrieval with Generative Priors NeurIPS 2022 Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022 MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation CVPR 2022 MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition WACV 2022 MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks AAAI 2022 MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022 Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion ACL 2022 Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022 Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022 MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition AAAI 2022 Modular and Parameter-Efficient Multimodal Fusion with Prompting ACL 2022 MoESR: Blind Super-Resolution Using Kernel-Aware Mixture of Experts WACV 2022 Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion AAAI 2022