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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Self-Supervised Sparse Sensor Fusion for Long Range Perception ICCV 2025
An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders CVPR 2025
ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap CVPR 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025
Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding ICCV 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization ICCV 2025
3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment CVPR 2025
EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting CVPR 2025
DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
Combinative Matching for Geometric Shape Assembly ICCV 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance ICCV 2025
Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025
ScaleLSD: Scalable Deep Line Segment Detection Streamlined CVPR 2025
Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise CVPR 2025
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining CVPR 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
Visual Prompting for One-shot Controllable Video Editing without Inversion CVPR 2025
Birth and Death of a Rose CVPR 2025
Blind2Sound: Self-Supervised Image Denoising without Residual Noise ICCV 2025