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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs AAAI 2023
Learning a Generalized Gaze Estimator from Gaze-Consistent Feature AAAI 2023
Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation AAAI 2023
Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023
Self-Supervised Video Representation Learning via Latent Time Navigation AAAI 2023
CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023
Towards Global Video Scene Segmentation with Context-Aware Transformer AAAI 2023
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation AAAI 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations AAAI 2023
IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation AAAI 2023
Positional Label for Self-Supervised Vision Transformer AAAI 2023
Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023
MaskBooster: End-to-End Self-Training for Sparsely Supervised Instance Segmentation AAAI 2023
PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023
Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences AAAI 2023
Learn More for Food Recognition via Progressive Self-Distillation AAAI 2023
Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma AAAI 2023
Self-Supervised Primal-Dual Learning for Constrained Optimization AAAI 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023
Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation AAAI 2023
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023
Continuous Trajectory Generation Based on Two-Stage GAN AAAI 2023