← Learning Types
Deep Learning › Learning Types ›

Transfer Learning

2362 directly classified papers

Papers per year

Papers

ImageNet Pre-training Also Transfers Non-robustness AAAI 2023
Fair Generative Models via Transfer Learning AAAI 2023
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets EMNLP 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection ICML 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023
$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness EMNLP 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation CVPR 2023
Progressive Transformation Learning for Leveraging Virtual Images in Training CVPR 2023
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023
Late Fusion of Transformers for Sentiment Analysis of Code-Switched Data EMNLP 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023
Revisiting Temporal Modeling for CLIP-Based Image-to-Video Knowledge Transferring CVPR 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning CVPR 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
Learning Adaptive Dense Event Stereo From the Image Domain CVPR 2023
Data-Free Sketch-Based Image Retrieval CVPR 2023
Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023