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Transfer Learning

3884 directly classified papers

Papers per year

Papers

DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition WACV 2026

Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression WACV 2026

Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings EACL 2026

Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation WACV 2026

Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026

Hybrid Neural-LLM Pipeline for Morphological Glossing in Endangered Language Documentation: A Case Study of Jungar Tuvan EACL 2026

Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026

DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation WACV 2026

Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026

AusSmoke meets MultiNatSmoke: a fully-labelled diverse smoke segmentation dataset WACV 2026

CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation WACV 2026

From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026

Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation WACV 2026

Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection AAAI 2026

Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge AAAI 2026

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026

Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction AAAI 2026

Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

A Closer Look at Knowledge Distillation in Spiking Neural Network Training AAAI 2026

Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026

From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection AAAI 2026

One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026

Decoupling Shape and Texture in SAM-2 via Controlled Texture Replacement WACV 2026