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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos ICCV 2025
Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline AAAI 2025
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
Unsupervised Identification of Protein Compositions and Conformations via Implicit Content-Transformation Disentanglement ICCV 2025
When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025
Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025
Learning to Visually Connect Actions and their Effects WACV 2025
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume WACV 2025
Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation IJCAI 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision ICCV 2025
Online Language Splatting ICCV 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025
Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision WACV 2025
Test-Time Training on Video Streams JMLR 2025
MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning ICCV 2025
SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025