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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Chinese Lexical Substitution: Dataset and Method EMNLP 2023
DUET: 2D Structured and Approximately Equivariant Representations ICML 2023
Modeling the Distributional Uncertainty for Salient Object Detection Models CVPR 2023
Multi-View Masked World Models for Visual Robotic Manipulation ICML 2023
Change-Aware Sampling and Contrastive Learning for Satellite Images CVPR 2023
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning CVPR 2023
Hard Patches Mining for Masked Image Modeling CVPR 2023
MARLIN: Masked Autoencoder for Facial Video Representation LearnINg CVPR 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023
Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding CVPR 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023
Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023
Learning Articulated Shape With Keypoint Pseudo-Labels From Web Images CVPR 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
Combating Bilateral Edge Noise for Robust Link Prediction NIPS 2023
Learning With Noisy Labels via Self-Supervised Adversarial Noisy Masking CVPR 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation CVPR 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning CVPR 2023
High-Fidelity Guided Image Synthesis With Latent Diffusion Models CVPR 2023
Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting CVPR 2023
Test-time Adaptation with Slot-Centric Models ICML 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings ICML 2023
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach ICML 2023