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Pretraining

2471 directly classified papers

Papers per year

Papers

Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing AAAI 2026

Leveraging Pretrained Representations for Cross-Modal Point Cloud Completion WACV 2026

X-JEPA: A Novel Joint Learning Cross-Modal Predictive Alignment Framework for Remote Sensing Image Retrieval WACV 2026

SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026

Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026

brat: Aligned Multi-View Embeddings for Brain MRI Analysis WACV 2026

Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026

PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data AAAI 2026

LaTeX2Layout: High-Fidelity, Scalable Document Layout Annotation Pipeline for Layout Detection AAAI 2026

DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance AAAI 2026

The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026

Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning AAAI 2026

HAP: Harmonized Amplitude Perturbation for Cross-Domain Few-Shot Learning AAAI 2026

DisCo DETR: Distance-aware Multi-view Contrastive Learning for DETR Pre-training AAAI 2026

FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026

Olga Snissarenko at AbjadMed: Arabic Clinical Text Classification with AraBERT: Results from the AbjadMed Shared Task EACL 2026

From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry EACL 2026

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