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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Distilling Semantic Priors from SAM to Efficient Image Restoration Models CVPR 2024
Prompt-Driven Referring Image Segmentation with Instance Contrasting CVPR 2024
Transfer CLIP for Generalizable Image Denoising CVPR 2024
Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation CVPR 2024
NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model CVPR 2024
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection CVPR 2024
BIT@UA at #SMM4H 2024 Tasks 1 and 5: finding adverse drug events and children’s medical disorders in English tweets ACL 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis CVPR 2024
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models NIPS 2024
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024
nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024
WU_TLAXE at WASSA 2024 Explainability for Cross-Lingual Emotion in Tweets Shared Task 1: Emotion through Translation using TwHIN-BERT and GPT ACL 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction NIPS 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024
WeditGAN: Few-Shot Image Generation via Latent Space Relocation AAAI 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Enhancing Cross-Lingual Emotion Detection with Data Augmentation and Token-Label Mapping ACL 2024
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024