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Transfer Learning

510 directly classified papers

Papers per year

Papers

FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation WACV 2025
Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025
An Image is Worth Multiple Words: Multi-Attribute Inversion for Constrained Text-to-Image Synthesis WACV 2025
CLIP-Fusion: A Spatio-Temporal Quality Metric for Frame Interpolation WACV 2025
LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025
DMPT: Decoupled Modality-Aware Prompt Tuning for Multi-Modal Object Re-Identification WACV 2025
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation ICCV 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
Efficient Event Camera Data Pretraining with Adaptive Prompt Fusion ICCV 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens ICCV 2025
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025
Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025
Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025
MV-Adapter: Multi-View Consistent Image Generation Made Easy ICCV 2025
Deploying Multi-task Online Server with Large Language Model COLING 2025
Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025
DSLNLP@NLU of Devanagari Script Languages 2025: Leveraging BERT-based Architectures for Language Identification, Hate Speech Detection and Target Classification COLING 2025
LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025
MDSBots@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using MURTweet COLING 2025
LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025