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Pretraining

2471 directly classified papers

Papers per year

Papers

Joint Implicit and Explicit Language Learning for Pedestrian Attribute Recognition AAAI 2026

VITA: Variational Pretraining of Transformers for Climate-Robust Crop Yield Forecasting AAAI 2026

CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery AAAI 2026

Learning from Imperfect Data: Incremental Learning and Few-shot Learning AAAI 2026

InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer AAAI 2026

Supachoke at AbjadMed: Enhancing Arabic Medical Text Classification Using Fine-Tuned AraBERT EACL 2026

DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures EACL 2026

HKAFER: Achieve Visual Parameter-Efficient Fine-Tuning via Heterogeneous Kronecker Adaptation for Facial Expression Recognition AAAI 2026

OneLIP: Unlocking and Improving Long-Text Representations of CLIP via One-Stage Adaptation AAAI 2026

ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models AAAI 2026

Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026

Feature Drift: How Fine-Tuning Repurposes Representations in LLMs EACL 2026

Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text EACL 2026

baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026

RiverScope: High-Resolution River Masking Dataset AAAI 2026

Scale Is All You Need: Analyzing Modality Interaction and Speaker Intent Without Fine-Tuning EACL 2026

F-ViTA: Foundation Model Guided Visible to Infrared Translation WACV 2026

UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training WACV 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

Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026

CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026

RobustFormer: Noise-Robust Pre-training for Images and Videos WACV 2026

Linguistically Informed Tokenization Improves ASR for Underresourced Languages EACL 2026

Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction AAAI 2026

StarFlow: Generating Structured Workflow Outputs From Sketch Images EACL 2026