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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

A Dataset and Framework for Learning State-invariant Object Representations WACV 2026

Directed Attention is All You Need: Profiling Style from Limited Text Data EACL 2026

FNOPT: Resolution-Agnostic, Self-Supervised Cloth Simulation using Meta-Optimization with Fourier Neural Operators 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

UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training WACV 2026

Imitating the Functionality of Image-to-Image Models Using a Single Example WACV 2026

Improving Out-of-Distribution Detection Using Segmented Images and Cross-View Attention Fusion WACV 2026

A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis WACV 2026

DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model AAAI 2026

What Happens When: Learning Temporal Orders of Events in Videos WACV 2026

TS-PCI: Point Cloud Frame Interpolation with Time-Aware Point Cloud Sampling and Self-Supervised Learning Strategy WACV 2026

Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026

Anatomically-guided Masked Autoencoder Pre-training for Aneurysm Detection WACV 2026

Beyond Paired Data: Self-Supervised UAV Geo-Localization from Reference Imagery Alone WACV 2026

Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data WACV 2026

HyperPose: Hyper-pose Embeddings for 3D-Aware Generative Models with Self-Supervised Disentangling of Pose and Scene WACV 2026

ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models WACV 2026

Towards High-Fidelity, Identity-Preserving Real-Time Makeup Transfer: Decoupling Style Generation WACV 2026

Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning EACL 2026

Forget Less by Learning Together through Concept Consolidation WACV 2026

Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026

Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis WACV 2026

Root Completion from Intraoral Scans of Tooth Crowns using Diffusion with Patch Perturbation WACV 2026

Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources WACV 2026