research
∙
08/29/2023
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints
Unlike cloud-based deep learning models that are often large and uniform...
share
research
∙
06/20/2023
Transforming Graphs for Enhanced Attribute-Based Clustering: An Innovative Graph Transformer Method
Graph Representation Learning (GRL) is an influential methodology, enabl...
research
∙
06/15/2023
Inverse Scaling: When Bigger Isn't Better
Work on scaling laws has found that large language models (LMs) show pre...
research
∙
06/12/2023
Optimizing Investment Strategies with Lazy Factor and Probability Weighting: A Price Portfolio Forecasting and Mean-Variance Model with Transaction Costs Approach
Market traders often engage in the frequent transaction of volatile asse...
research
∙
12/02/2022
MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications
The explosive growth of various types of big data and advances in AI tec...
research
∙
10/21/2022
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
The formalization of existing mathematical proofs is a notoriously diffi...
research
∙
07/28/2022
RHA-Net: An Encoder-Decoder Network with Residual Blocks and Hybrid Attention Mechanisms for Pavement Crack Segmentation
The acquisition and evaluation of pavement surface data play an essentia...
research
∙
11/16/2021
DataCLUE: A Benchmark Suite for Data-centric NLP
Data-centric AI has recently proven to be more effective and high-perfor...
research
∙
03/24/2021
NaturalProofs: Mathematical Theorem Proving in Natural Language
Understanding and creating mathematics using natural mathematical langua...
research
∙
01/19/2021
Continual Deterioration Prediction for Hospitalized COVID-19 Patients
Leading up to August 2020, COVID-19 has spread to almost every country i...
research
∙
09/03/2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
Everyone makes mistakes. So do human annotators when curating labels for...
research
∙
09/01/2019