self-supervised pretraining

A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026 Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE) CVPR 2026 FBTA: Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging and Translation Alignment CVPR 2026 GASP: Unifying Geometric and Semantic Self-Supervised Pre-training for Autonomous Driving WACV 2026 GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding AAAI 2026 GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring WACV 2026 mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing AAAI 2026 RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models CVPR 2026 Scaling Dense Event-Stream Pretraining from Visual Foundation Models CVPR 2026 TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models MIDL 2026 Time Without Time: Pseudo-Temporal Representation for Space-Time Super-Resolution CVPR 2026 Aligning Moments in Time using Video Queries ICCV 2025 Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations ICCV 2025 CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025 Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025 Gaussian-based World Model: Gaussian Priors for Voxel-Based Occupancy Prediction and Future Motion Prediction ICCV 2025 ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning CVPR 2025 Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025 Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning Interspeech 2025 MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025 OmniAudio: Generating Spatial Audio from 360-Degree Video ICML 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition Interspeech 2025 Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025 Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG ICML 2025