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Transfer Learning

3884 directly classified papers

Papers per year

Papers

The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024
MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024
Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement CVPR 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ACL 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization CVPR 2024
Transfer CLIP for Generalizable Image Denoising CVPR 2024
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024
Holistic Features are almost Sufficient for Text-to-Video Retrieval CVPR 2024
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation NIPS 2024
Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening IJCAI 2024
MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation IJCAI 2024
Bridging the Gap Between End-to-End and Two-Step Text Spotting CVPR 2024
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024
Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024
Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning CVPR 2024
Efficient Stitchable Task Adaptation CVPR 2024
Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024