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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Association Pattern-enhanced Molecular Representation Learning AAAI 2025
DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025
Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025
Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos ICCV 2025
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025
Motion Prior Knowledge Learning with Homogeneous Language Descriptions for Moving Infrared Small Target Detection AAAI 2025
Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising AAAI 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation AAAI 2025
AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning AAAI 2025
3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025
A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025
MUCD: Unsupervised Point Cloud Change Detection via Masked Consistency AAAI 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025
DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025
Seg2Box: 3D Object Detection by Point-Wise Semantics Supervision AAAI 2025
Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking AAAI 2025
Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025
MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation AAAI 2025
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning AAAI 2025
Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects using Prototypes WACV 2025