← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Neural Clustering based Visual Representation Learning CVPR 2024
Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation NIPS 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling COLING 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World CVPR 2024
CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM NIPS 2024
Blind Image Restoration via Fast Diffusion Inversion NIPS 2024
Localizing Memorization in SSL Vision Encoders NIPS 2024
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024
Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024
SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds CVPR 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models CVPR 2024
Learning to Count without Annotations CVPR 2024
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels NIPS 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer CVPR 2024
DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization CVPR 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking CVPR 2024
Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces CVPR 2024
Classification Diffusion Models: Revitalizing Density Ratio Estimation NIPS 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction CVPR 2024
Cross-view and Cross-pose Completion for 3D Human Understanding CVPR 2024
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation CVPR 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024