← Learning Paradigms
Machine Learning › Learning Paradigms ›

Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022
Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences NIPS 2022
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NIPS 2022
Learning to Retrieve Passages without Supervision NAACL 2022
Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022
Temporally Stable Video Segmentation Without Video Annotations WACV 2022
Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency WACV 2022
Learning Temporal Video Procedure Segmentation From an Automatically Collected Large Dataset WACV 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022
Semantic-based Pre-training for Dialogue Understanding COLING 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022
Leveraging Self-Supervision for Cross-Domain Crowd Counting CVPR 2022
PoseTriplet: Co-Evolving 3D Human Pose Estimation, Imitation, and Hallucination Under Self-Supervision CVPR 2022
UKPGAN: A General Self-Supervised Keypoint Detector CVPR 2022
ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering NIPS 2022
ATD: Augmenting CP Tensor Decomposition by Self Supervision NIPS 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
GraphFM: Improving Large-Scale GNN Training via Feature Momentum ICML 2022