Self-Supervised Learning

A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023 Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds Interspeech 2023 Anomaly Detection in 3D Point Clouds Using Deep Geometric Descriptors WACV 2023 A Novel Self-training Approach for Low-resource Speech Recognition Interspeech 2023 An Unbiased Look at Datasets for Visuo-Motor Pre-Training CoRL 2023 An Unified Framework for Language Guided Image Completion WACV 2023 A polar prediction model for learning to represent visual transformations NeurIPS 2023 APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023 Application of Knowledge Distillation to Multi-Task Speech Representation Learning Interspeech 2023 Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN ICML 2023 ArCL: Enhancing Contrastive Learning with Augmentation-Robust Representations ICLR 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 Are Vision Transformers More Data Hungry Than Newborn Visual Systems? NeurIPS 2023 A Robust Information-Masking Approach for Domain Counterfactual Generation ACL 2023 ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections NeurIPS 2023 A Self-Supervised Integration Method of Pretrained Language Models and Word Definitions ACL 2023 ASIC: Aligning Sparse in-the-wild Image Collections ICCV 2023 ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training NeurIPS 2023 Assessing the efficacy of large language models in generating accurate teacher responses ACL 2023 A Study on Transformer Configuration and Training Objective ICML 2023 A Survey on Masked Autoencoder for Visual Self-supervised Learning IJCAI 2023 Aswat: Arabic Audio Dataset for Automatic Speech Recognition Using Speech-Representation Learning EMNLP 2023 Asymmetric Student-Teacher Networks for Industrial Anomaly Detection WACV 2023 A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023 A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models ACL 2023