Transfer Learning

Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024 Learning to Learn Better Visual Prompts AAAI 2024 Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024 Learning to Read Analog Gauges from Synthetic Data WACV 2024 Learning Transferable Features for Implicit Neural Representations NeurIPS 2024 Learn it or Leave it: Module Composition and Pruning for Continual Learning ACL 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024 Let Go of Your Labels with Unsupervised Transfer ICML 2024 Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024 Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024 Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024 LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024 LG-CAV: Train Any Concept Activation Vector with Language Guidance NeurIPS 2024 Lightweight Zero-shot Text-to-Speech with Mixture of Adapters Interspeech 2024 LION: Implicit Vision Prompt Tuning AAAI 2024 LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024 Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection EMNLP 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024 LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024 Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts ICML 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024