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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities AAAI 2023
Hierarchical Contrast for Unsupervised Skeleton-Based Action Representation Learning AAAI 2023
Self-Supervised Unimodal Label Generation Strategy Using Recalibrated Modality Representations for Multimodal Sentiment Analysis EACL 2023
Analogical Inference Enhanced Knowledge Graph Embedding AAAI 2023
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation AAAI 2023
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract) AAAI 2023
Robust Self-Supervised Multi-Instance Learning with Structure Awareness AAAI 2023
Deep Graph Structural Infomax AAAI 2023
ALPINE: Improving Remote Heart Rate Estimation Using Contrastive Learning WACV 2023
FastSwap: A Lightweight One-Stage Framework for Real-Time Face Swapping WACV 2023
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning WACV 2023
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion WACV 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching NIPS 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation NIPS 2023
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation NIPS 2023
Neural Algorithmic Reasoning Without Intermediate Supervision NIPS 2023
Towards Global Video Scene Segmentation with Context-Aware Transformer AAAI 2023
Progressive Video Summarization via Multimodal Self-Supervised Learning WACV 2023
How to Scale Your EMA NIPS 2023
Self-Supervised Image Local Forgery Detection by JPEG Compression Trace AAAI 2023
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL 2023
MAViL: Masked Audio-Video Learners NIPS 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking NIPS 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
On Masked Pre-training and the Marginal Likelihood NIPS 2023