Transfer Learning

TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction CoRL 2024 Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning EACL 2024 TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024 TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly ECCV 2024 Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization NeurIPS 2024 TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024 TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation CVPR 2024 TunArTTS: Tunisian Arabic Text-To-Speech Corpus COLING 2024 TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NeurIPS 2024 Turkish Delights: A Dataset on Turkish Euphemisms ACL 2024 Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024 Turning large language models into cognitive models ICLR 2024 TVE: Learning Meta-attribution for Transferable Vision Explainer ICML 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024 UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle NAACL 2024 UGIF-DataSet: A New Dataset for Cross-lingual, Cross-modal Sequential actions on the UI NAACL 2024 UIR-ISC at SemEval-2024 Task 3: Textual Emotion-Cause Pair Extraction in Conversations SemEval 2024 UltraMedical: Building Specialized Generalists in Biomedicine NeurIPS 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NeurIPS 2024 Uncertainty Aware Learning for Language Model Alignment ACL 2024 Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024 Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective CVPR 2024 Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory ICLR 2024 Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024 Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024