← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

DPE: Disentanglement of Pose and Expression for General Video Portrait Editing CVPR 2023
NeuralUDF: Learning Unsigned Distance Fields for Multi-View Reconstruction of Surfaces With Arbitrary Topologies CVPR 2023
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning AAAI 2023
Back Translation for Speech-to-text Translation Without Transcripts ACL 2023
MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023
Learning with Partial Labels from Semi-supervised Perspective AAAI 2023
Delving Deep into Pixel Alignment Feature for Accurate Multi-View Human Mesh Recovery AAAI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023
ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023
Learning With Noisy Labels via Self-Supervised Adversarial Noisy Masking CVPR 2023
Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting CVPR 2023
DLBD: A Self-Supervised Direct-Learned Binary Descriptor CVPR 2023
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules NIPS 2023
Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022
MCMAE: Masked Convolution Meets Masked Autoencoders NIPS 2022
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ICML 2022
Object Permanence Emerges in a Random Walk along Memory ICML 2022
3D Infomax improves GNNs for Molecular Property Prediction ICML 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers ICML 2022
Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022