Pretraining

Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments AAAI 2026 Addressing the Ecological Fallacy in Larger LMs with Human Context CoNLL 2026 Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing AAAI 2026 baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026 Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection AAAI 2026 Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training ACL 2026 BiHiTo: Biomolecular Hierarchy-inspired Tokenization AAAI 2026 BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models AAAI 2026 Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings AAAI 2026 brat: Aligned Multi-View Embeddings for Brain MRI Analysis WACV 2026 Bridging the Modality Reliability Gap in Drug-Target Interaction Prediction via a Confidence-aware Multimodal Fusion Framework AAAI 2026 BuildingWorld: A Structured 3D Building Dataset for Urban Foundation Models AAAI 2026 CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift AAAI 2026 Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers CVPR 2026 CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation AAAI 2026 Chain-of-Models Pre-Training: Rethinking Training Acceleration of Vision Foundation Models CVPR 2026 CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026 CoGenSAM: Codebook-Interactive Generative Labeling for Adapting SAM to Crack Segmentation AAAI 2026 Concept-Aware Batch Sampling Improves Language-Image Pretraining CVPR 2026 Correspondence Coverage Matters for Multi-Modal Dataset Distillation AAAI 2026 CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation AAAI 2026 CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery AAAI 2026 DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026 Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning AAAI 2026 Demystifying Data Organization for Enhanced LLM Training ACL 2026