Transfer Learning

FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices EMNLP 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023 Fast Enrollable Streaming Keyword Spotting System: Training and Inference using a Web Browser Interspeech 2023 FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding Interspeech 2023 Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract) AAAI 2023 FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023 Federated Learning on Non-IID Graphs via Structural Knowledge Sharing AAAI 2023 FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction CVPR 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 Few-Shot Semantic Image Synthesis With Class Affinity Transfer CVPR 2023 Few-shot Spanish-Aymara Machine Translation Using English-Aymara Lexicon ACL 2023 Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP 2023 FII_Better at SemEval-2023 Task 2: MultiCoNER II Multilingual Complex Named Entity Recognition SemEval 2023 Fine-Grained Retrieval Prompt Tuning AAAI 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023 Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection Interspeech 2023 Fine-tuning Sentence-RoBERTa to Construct Word Embeddings for Low-resource Languages from Bilingual Dictionaries ACL 2023 FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering AAAI 2023 Flash: Concept Drift Adaptation in Federated Learning ICML 2023 ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning NeurIPS 2023 For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023 Foundation Model for Material Science AAAI 2023 Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023 Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023