HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioningby Jianfeng Li, Jiawen Zhang,…
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learningby Wenqian Li, Pengfei Fang, Hui XueFirst…
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?by Zihao Li, Lecheng Zheng,…
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC)by Kartik Singhal,…
MM-PoE: Multiple Choice Reasoning via. Process of Elimination using Multi-Modal Modelsby Sayak Chakrabarty, Souradip PalFirst…
Fully Open Source Moxin-7B Technical Reportby Pu Zhao, Xuan Shen, Zhenglun Kong, Yixin Shen, Sung-En…
Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Designby Marco…
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Imagesby Junno Yun, Mehmet AkçakayaFirst…
Diversity Over Quantity: A Lesson From Few Shot Relation Classificationby Amir DN Cohen, Shauli Ravfogel,…
Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learningby Jayanie Bogahawatte, Sachith Seneviratne,…