Transfer Learning

From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction ICLR 2024 From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024 From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024 From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions EACL 2024 From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning NeurIPS 2024 Frozen CLIP Transformer Is an Efficient Point Cloud Encoder AAAI 2024 FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024 Fusing Models with Complementary Expertise ICLR 2024 Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction NAACL 2024 GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024 Gaussian Splatting to Real World Flight Navigation Transfer with Liquid Networks CoRL 2024 GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image CVPR 2024 General Identifiability and Achievability for Causal Representation Learning AISTATS 2024 Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts NAACL 2024 Generalized Planning in PDDL Domains with Pretrained Large Language Models AAAI 2024 Generalized Protein Pocket Generation with Prior-Informed Flow Matching NeurIPS 2024 Generalizing End-To-End Autonomous Driving In Real-World Environments Using Zero-Shot LLMs CoRL 2024 Generating Origin-Destination Matrices in Neural Spatial Interaction Models NeurIPS 2024 Generating Pragmatic Examples to Train Neural Program Synthesizers ICLR 2024 Generative Modeling of Molecular Dynamics Trajectories NeurIPS 2024 Generative Pre-training for Speech with Flow Matching ICLR 2024 Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024 GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects CVPR 2024 GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation Demonstration and Imitation CVPR 2024 GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024