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Transfer Learning

2362 directly classified papers

Papers per year

Papers

A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models AAAI 2025
Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal AAAI 2025
DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion AAAI 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025
A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025
GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation AAAI 2025
MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt AAAI 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025
Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025
Capture Global Feature Statistics for One-Shot Federated Learning AAAI 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025