self-supervised pretraining

Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025 S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025 Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving ICLR 2025 Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation ICCV 2025 TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025 The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025 Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views ICCV 2025 UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025 USP: Unified Self-Supervised Pretraining for Image Generation and Understanding ICCV 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision ICCV 2025 VehicleMAE: View-asymmetry Mutual Learning for Vehicle Re-identification Pre-training via Masked AutoEncoders ICCV 2025 VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving CVPR 2025 A Patch-based Student-Teacher Pyramid Matching Approach to Anomaly Detection in 3D Magnetic Resonance Imaging MIDL 2024 BEV-MAE: Bird’s Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios AAAI 2024 CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024 Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations ICML 2024 Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment CVPR 2024 Disentangled Pre-Training for Image Matting WACV 2024 Domain-Agnostic Molecular Generation with Chemical Feedback ICLR 2024 DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection AAAI 2024 DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM NeurIPS 2024 EAT: Self-Supervised Pre-Training with Efficient Audio Transformer IJCAI 2024 Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024 Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024