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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Towards Robust Deterministic and Probabilistic Modeling for Predictive Learning IJCAI 2025
3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025
Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency ICCV 2025
Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network AAAI 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025
Hi3DGen: High-fidelity 3D Geometry Generation from Images via Normal Bridging ICCV 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025
STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries ICCV 2025
Recurrence-Based Vanishing Point Detection WACV 2025
Feature Extraction and Representation of Pre-training Point Cloud Based on Diffusion Models ICCV 2025
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025
BlueNeg: A 35mm Negative Film Dataset for Restoring Channel-Heterogeneous Deterioration ICCV 2025
Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025
Epipolar Consistent Attention Aggregation Network for Unsupervised Light Field Disparity Estimation ICCV 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025
StableAnimator: High-Quality Identity-Preserving Human Image Animation CVPR 2025
Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors ICCV 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging WACV 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework WACV 2025