Self-Supervised Learning

An Extensive Exploration of Back-Translation in 60 Languages ACL 2023 An Information Theory Perspective on Variance-Invariance-Covariance Regularization NeurIPS 2023 An Investigation of Noise in Morphological Inflection ACL 2023 Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023 APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023 Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN ICML 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 Are These the Same Apple? Comparing Images Based on Object Intrinsics NeurIPS 2023 ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections NeurIPS 2023 A Study on Transformer Configuration and Training Objective ICML 2023 Aswat: Arabic Audio Dataset for Automatic Speech Recognition Using Speech-Representation Learning EMNLP 2023 Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023 A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence NeurIPS 2023 A Time Series is Worth 64 Words: Long-term Forecasting with Transformers ICLR 2023 Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023 Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023 AudioEar: Single-View Ear Reconstruction for Personalized Spatial Audio AAAI 2023 Audio Retrieval with WavText5K and CLAP Training Interspeech 2023 Audio-Visual Contrastive Learning with Temporal Self-Supervision AAAI 2023 Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023 Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics AAAI 2023 AutoRecon: Automated 3D Object Discovery and Reconstruction CVPR 2023 AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese ACL 2023 Back Translation for Speech-to-text Translation Without Transcripts ACL 2023 BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023