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Pretraining

2471 directly classified papers

Papers per year

Papers

Dropout Prompt Learning: Towards Robust and Adaptive Vision-Language Models AAAI 2026

Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization AAAI 2026

Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction AAAI 2026

Scaling-up Perceptual Video Quality Assessment AAAI 2026

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

FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026

SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems AAAI 2026

From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026

Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026

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

THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026

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

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

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

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

F-ViTA: Foundation Model Guided Visible to Infrared Translation 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

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

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

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

MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts EACL 2026

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

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