Self-Supervised Learning

What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023 What shapes the loss landscape of self supervised learning? ICLR 2023 When Do Curricula Work in Federated Learning? ICCV 2023 “When Words Fail, Emojis Prevail”: A Novel Architecture for Generating Sarcastic Sentences With Emoji Using Valence Reversal and Semantic Incongruity ACL 2023 Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels? ICCV 2023 Why think step by step? Reasoning emerges from the locality of experience NeurIPS 2023 Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning AAAI 2023 Write and Paint: Generative Vision-Language Models are Unified Modal Learners ICLR 2023 WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023 XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words EMNLP 2023 XTab: Cross-table Pretraining for Tabular Transformers ICML 2023 Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation AAAI 2023 You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023 Zero-Shot Automatic Pronunciation Assessment Interspeech 2023 Zero-Shot Noise2Noise: Efficient Image Denoising Without Any Data CVPR 2023 Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023 Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space MIDL 2023 Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023 α-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay NeurIPS 2022 1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data EMNLP 2022 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning NeurIPS 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022