Self-Supervised Learning

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022 How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022 How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning ICLR 2022 How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NeurIPS 2022 How Transferable are Video Representations Based on Synthetic Data? NeurIPS 2022 How Well Does Self-Supervised Pre-Training Perform with Streaming Data? ICLR 2022 How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 HSE at TempoWiC: Detecting Meaning Shift in Social Media with Diachronic Language Models EMNLP 2022 HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022 Human Hands As Probes for Interactive Object Understanding CVPR 2022 Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load Interspeech 2022 Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022 HyperTree Proof Search for Neural Theorem Proving NeurIPS 2022 HYU at SemEval-2022 Task 2: Effective Idiomaticity Detection with Consideration at Different Levels of Contextualization SemEval 2022 ID10M: Idiom Identification in 10 Languages NAACL 2022 Identifying Coarse-grained Independent Causal Mechanisms with Self-supervision CLeaR 2022 Identifying Moments of Change from Longitudinal User Text ACL 2022 Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022 IDR: Self-Supervised Image Denoising via Iterative Data Refinement CVPR 2022 If you’ve trained one you’ve trained them all: inter-architecture similarity increases with robustness UAI 2022 IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task EMNLP 2022 “I Know Who You Are”: Character-Based Features for Conversational Humor Recognition in Chinese EMNLP 2022 Image Animation With Perturbed Masks CVPR 2022 Image BERT Pre-training with Online Tokenizer ICLR 2022 Image Difference Captioning with Pre-training and Contrastive Learning AAAI 2022