Self-Supervised Learning

InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images CVPR 2022 Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings Interspeech 2022 Interpretable Privacy Preservation of Text Representations Using Vector Steganography AAAI 2022 Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022 Investigating the Benefits of Free-Form Rationales EMNLP 2022 Iterative Few-shot Semantic Segmentation from Image Label Text IJCAI 2022 JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022 JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation EMNLP 2022 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Language-agnostic BERT Sentence Embedding ACL 2022 Language as a fingerprint: Self-supervised learning of user encodings using transformers EMNLP 2022 Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022 Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022 LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery NeurIPS 2022 LD-ConGR: A Large RGB-D Video Dataset for Long-Distance Continuous Gesture Recognition CVPR 2022 Learning 3D Object Shape and Layout Without 3D Supervision CVPR 2022 Learning Adaptive Warping for Real-World Rolling Shutter Correction CVPR 2022