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Pretraining

2471 directly classified papers

Papers per year

Papers

EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026

CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift AAAI 2026

Learning Procedural-Aware Video Representations Through State-Grounded Hierarchy Unfolding AAAI 2026

Hierarchical Prompt Learning for Image- and Text-Based Person Re-Identification AAAI 2026

StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection AAAI 2026

Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection AAAI 2026

KPDM: Key Phrase Dynamic Masking for Robust Text-to-Image Person Retrieval AAAI 2026

IMAGGarment+: Efficient Attribute-Wise Diffusion for Garment Generation AAAI 2026

Instruction-Guided Cross-Modal Clustering for Training-Free Visual Token Pruning in Vision-Language Models AAAI 2026

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026

FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation AAAI 2026

Exploring High-order-aware Prompt Learning for Zero-shot Anomaly Detection AAAI 2026

Promptus: Can Prompt Streaming Replace Video Streaming AAAI 2026

Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation AAAI 2026

Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation AAAI 2026

Geometry Meets Light: Leveraging Geometric Priors for Universal Photometric Stereo Under Limited Multi-Illumination Cues AAAI 2026

Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract) AAAI 2026

LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence AAAI 2026

Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions AAAI 2026

FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion AAAI 2026

TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026

BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models AAAI 2026

CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation AAAI 2026

Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026

Versatile Vision-Language Model for 3D Computed Tomography AAAI 2026