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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations CVPR 2024
CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024
What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024
Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation WACV 2024
Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods CVPR 2024
Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024
SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras CVPR 2024
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping WACV 2024
Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024
FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024
Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024
SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data CVPR 2024
Label-Free Synthetic Pretraining of Object Detectors WACV 2024
Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024
Continual Learning of Unsupervised Monocular Depth From Videos WACV 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining CVPR 2024
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature NIPS 2024
Explicit Visual Prompts for Visual Object Tracking AAAI 2024
Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining AAAI 2024
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection AAAI 2024