Pretraining

Dep-MAP: A Multi-level Alignment Framework with Semantic Prototypes for Video-based Automatic Depression Assessment AAAI 2026 Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation AAAI 2026 DINOv3-Powered Multi-Task Foundation Model for Quantitative Remote Sensing Estimation (Student Abstract) AAAI 2026 DisCo DETR: Distance-aware Multi-view Contrastive Learning for DETR Pre-training AAAI 2026 DLWM: Dual Latent World Models enable Holistic Gaussian-centric Pre-training in Autonomous Driving CVPR 2026 DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures EACL 2026 Dormant Backdoor: Weaponizing Model Finetuning for Feasible Backdoor Attacks Against Pretrained Models AAAI 2026 DOS: Directional Object Separation in Text Embeddings for Multi-Object Image Generation AAAI 2026 Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel NeRA Adapter for Enhanced Feature Adaptation WACV 2026 Dropout Prompt Learning: Towards Robust and Adaptive Vision-Language Models AAAI 2026 DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance AAAI 2026 EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026 EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization AAAI 2026 E-RayZer: Self-supervised 3D Reconstruction as Spatial Visual Pre-training CVPR 2026 Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors AAAI 2026 Exploring High-order-aware Prompt Learning for Zero-shot Anomaly Detection AAAI 2026 Exploring Visual Pretraining for Learning Language Intelligence CVPR 2026 Feature Drift: How Fine-Tuning Repurposes Representations in LLMs EACL 2026 FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026 FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026 FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion AAAI 2026 FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models CVPR 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 FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026