self-supervised learning

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023 Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition Interspeech 2023 Weighted Ensemble Self-Supervised Learning ICLR 2023 What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model Interspeech 2023 What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers Interspeech 2023 What Do Self-Supervised Vision Transformers Learn? ICLR 2023 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 Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023 xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark EMNLP 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 Model for Arabic Dialect Identification EMNLP 2023 Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding ICLR 2023 Zero-Shot Automatic Pronunciation Assessment Interspeech 2023 Zero-Shot Noise2Noise: Efficient Image Denoising Without Any Data CVPR 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 3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022 A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing ICML 2022 A Benchmark for Compositional Visual Reasoning NeurIPS 2022 A Causal Debiasing Framework for Unsupervised Salient Object Detection AAAI 2022 Accent Conversion using Pre-trained Model and Synthesized Data from Voice Conversion Interspeech 2022 A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022