Transfer Learning

Reusing Transferable Weight Increments for Low-resource Style Generation EMNLP 2024 Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data NeurIPS 2024 Reverse-Engineering the Reader EMNLP 2024 Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation NeurIPS 2024 Revisiting Pixel-Level Contrastive Pre-Training on Scene Images WACV 2024 RiddleMasters at SemEval-2024 Task 9: Comparing Instruction Fine-tuning with Zero-Shot Approaches SemEval 2024 Robust AI-Generated Text Detection by Restricted Embeddings EMNLP 2024 Robust Fine-tuning of Zero-shot Models via Variance Reduction NeurIPS 2024 Robust Learning via Conditional Prevalence Adjustment WACV 2024 Robust Object Detection in Challenging Weather Conditions WACV 2024 ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024 Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024 Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-Based Gaze Estimation WACV 2024 S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity NeurIPS 2024 SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images WACV 2024 Samsung R&D Institute Philippines @ WMT 2024 Indic MT Task EMNLP 2024 Scalable Early Childhood Reading Performance Prediction NeurIPS 2024 Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024 Scalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap JMLR 2024 Scaling Few-Shot Learning for the Open World AAAI 2024 Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024 Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection MLHC 2024 Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization CVPR 2024 Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection NeurIPS 2024 SelfCodeAlign: Self-Alignment for Code Generation NeurIPS 2024