Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Dawei Gao, Haibin Wang, Yaliang Li, +4

Proceedings of the VLDB Endowment

Llm Fine-tuningEngineeringPrompt EngineeringToken EfficiencySemantic Web +18

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition

Ming Lin, Pichao Wang, Zhenhong Sun, +5

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning +19

Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks

Weihua Chen, Xianzhe Xu, Jian Jia, +5

Artificial IntelligenceEngineeringMachine LearningMultimodal LlmImage Analysis +20

DAMO-YOLO : A Report on Real-Time Object Detection Design

Xianzhe Xu, Yiqi Jiang, Weihua Chen, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringFeature DetectionMachine LearningLightweight Head +14

GiraffeDet: A Heavy-Neck Paradigm for Object Detection

Yiqi Jiang, Zhiyu Tan, Junyan Wang, +3

arXiv (Cornell University)

Convolutional Neural NetworkImage AnalysisMachine VisionData ScienceMachine Learning +13

Resveratrol Reestablishes Mitochondrial Quality Control in Myocardial Ischemia/Reperfusion Injury through Sirt1/Sirt3-Mfn2-Parkin-PGC-1α Pathway

Minsi Zheng, Yinglu Bai, Xiuyu Sun, +5

Molecules

Mitochondrial BiosynthesisCell DeathRedox BiologyOxidative StressAutophagy +14

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network

Xuan Shen, Yaohua Wang, Ming Lin, +4

Mathematical Architecture DesignDeep Neural NetworksMachine VisionMachine LearningNeural Networks (Machine Learning) +13

Learning Accurate Entropy Model with Global Reference for Image Compression

Yichen Qian, Zhiyu Tan, Xiuyu Sun, +5

arXiv (Cornell University)

Lossy CompressionConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +20

Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Dawei Gao, Haibin Wang, Yaliang Li, +4

arXiv (Cornell University)

Llm Fine-tuningEngineeringPrompt EngineeringToken EfficiencySemantic Web +18

MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection

Zhenhong Sun, Ming Lin, Xiuyu Sun, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningDetection BackboneArchitecture Design Cost +18