self-supervised representation learning

Self-Supervised Representation Learning with Joint Embedding Predictive Architecture for Automotive LiDAR Object Detection AAAI 2026 TopoSlide: Topologically-Informed Histopathology Whole Slide Image Representation Learning CVPR 2026 Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025 Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax ICLR 2025 Ensemble Foreground Management for Unsupervised Object Discovery ICCV 2025 On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning ICLR 2025 Seal Your Backdoor with Variational Defense ICCV 2025 Knowledge Distillation from Self-Supervised Representation Learning Model with Discrete Speech Units for Any-to-Any Streaming Voice Conversion Interspeech 2024 Learning to Embed Time Series Patches Independently ICLR 2024 Neural Isometries: Taming Transformations for Equivariant ML NeurIPS 2024 Perceptual Group Tokenizer: Building Perception with Iterative Grouping ICLR 2024 Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models Interspeech 2024 Sample-efficient Adversarial Imitation Learning JMLR 2024 Self-supervised Representation Learning from Random Data Projectors ICLR 2024 SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024 Towards efficient self-supervised representation learning in speech processing EACL 2024 An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech Interspeech 2023 A Time Series is Worth 64 Words: Long-term Forecasting with Transformers ICLR 2023 Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization AAAI 2023 DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes Interspeech 2023 GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs EMNLP 2023 Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-Identification ICCV 2023 Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information WACV 2023 Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text ACL 2023