← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NIPS 2024
Neural Isometries: Taming Transformations for Equivariant ML NIPS 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NIPS 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024
Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling CVPR 2024
OHTA: One-shot Hand Avatar via Data-driven Implicit Priors CVPR 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations CVPR 2024
Style Aligned Image Generation via Shared Attention CVPR 2024
InstaGen: Enhancing Object Detection by Training on Synthetic Dataset CVPR 2024
MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion ACL 2024
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild CVPR 2023
Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023
SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023
HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions CVPR 2023
Unsupervised Volumetric Animation CVPR 2023
SCOOP: Self-Supervised Correspondence and Optimization-Based Scene Flow CVPR 2023
On Data Scaling in Masked Image Modeling CVPR 2023
Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning CVPR 2023
Indescribable Multi-Modal Spatial Evaluator CVPR 2023