Pretraining

Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026 Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation AAAI 2026 SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems AAAI 2026 Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026 Spatial-Aware VLA Pretraining through Visual-Physical Alignment from Human Videos CVPR 2026 StarFlow: Generating Structured Workflow Outputs From Sketch Images EACL 2026 StyleDrive: Towards Driving-Style Aware Benchmarking of End-To-End Autonomous Driving AAAI 2026 StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 Supachoke at AbjadMed: Enhancing Arabic Medical Text Classification Using Fine-Tuned AraBERT EACL 2026 Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model AAAI 2026 Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026 T-APT: Text-Guided Modality-Aware Prompt Tuning for Arbitrary Multimodal Remote Sensing Data Joint Classification AAAI 2026 Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026 The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining ACL 2026 The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations CVPR 2026 THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026 TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training ACL 2026 Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring AAAI 2026 Time Without Time: Pseudo-Temporal Representation for Space-Time Super-Resolution CVPR 2026 TIM++: Transductive Information Maximization for Few-Shot CLIP AAAI 2026 TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment CVPR 2026 Towards Data-Efficient Deep Learning for RNA 3D Structure Prediction and Design AAAI 2026