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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

DuGI-MAE: Improving Infrared Mask Autoencoders via Dual-Domain Guidance AAAI 2026
Parameter-Free Clustering via Self-Supervised Consensus Maximization AAAI 2026
Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection AAAI 2026
mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing AAAI 2026
Forget Less by Learning Together through Concept Consolidation WACV 2026
Beyond Paired Data: Self-Supervised UAV Geo-Localization from Reference Imagery Alone WACV 2026
Beyond Realism: Learning the Art of Expressive Composition with StickerNet WACV 2026
MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026
Imitating the Functionality of Image-to-Image Models Using a Single Example WACV 2026
NERVE: Neighbourhood & Entropy-Guided Random-Walk for Training Free Open-Vocabulary Segmentation WACV 2026
MEDAL: multi-modal MEta-space Distillation and ALignment for Visual Compatibility Learning WACV 2026
Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery WACV 2026
Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar WACV 2026
A Dataset and Framework for Learning State-invariant Object Representations WACV 2026
X-JEPA: A Novel Joint Learning Cross-Modal Predictive Alignment Framework for Remote Sensing Image Retrieval WACV 2026
Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026
LASER: Lip Landmark Assisted Speaker Detection for Robustness WACV 2026
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection WACV 2026
GateFusion: Hierarchical Gated Cross-Modal Fusion for Active Speaker Detection WACV 2026
Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026
ATM: Enhanced Alignment for Text-to-Motion Generation WACV 2026
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow WACV 2026
ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026
Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation AAAI 2026