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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024
Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024
Disentangled Pre-Training for Image Matting WACV 2024
SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024
Object Aware Contrastive Prior for Interactive Image Segmentation WACV 2024
CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024
CycleCL: Self-Supervised Learning for Periodic Videos WACV 2024
Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024
SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs WACV 2024
Debiasing, Calibrating, and Improving Semi-Supervised Learning Performance via Simple Ensemble Projector WACV 2024
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping WACV 2024
Self-Supervised Representation Learning With Cross-Context Learning Between Global and Hypercolumn Features WACV 2024
GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation WACV 2024
The Growing Strawberries Dataset: Tracking Multiple Objects With Biological Development Over an Extended Period WACV 2024
Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images WACV 2024
From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024
Label-Free Synthetic Pretraining of Object Detectors WACV 2024
Revisiting Pixel-Level Contrastive Pre-Training on Scene Images WACV 2024
Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow NIPS 2023
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals NIPS 2023
Towards Free Data Selection with General-Purpose Models NIPS 2023
Emergent Correspondence from Image Diffusion NIPS 2023
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow NIPS 2023