From the 1 of 1.8k papers with an AI index.
6.1k citations
- Centre National de la Recherche ScientifiqueFR421 papers
- Princeton UniversityUS420 papers
- Fermi National Accelerator LaboratoryUS416 papers
- RWTH Aachen UniversityDE400 papers
- Charles UniversityCZ395 papers
- Northwestern UniversityUS395 papers
- University of Nebraska–LincolnUS393 papers
- Tata Institute of Fundamental ResearchIN392 papers
- University of California, RiversideUS389 papers
- Florida State UniversityUS387 papers
- Rice UniversityUS387 papers
- University of Illinois ChicagoUS387 papers
13 papers · 2 filters
Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation
Ziniu Zhang, Minxuan Duan, Haris N. Koutsopoulos +1
We consider analyzing traffic accident patterns using both road network data and satellite images aligned to road graph nodes. Previous work for predicting accident occurrences rel…
Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning
Dongyue Li, Zhenshuo Zhang, Minxuan Duan +2
Algorithmic reasoning -- the ability to perform step-by-step logical inference -- is a synthetic benchmark for evaluating multi-step reasoning abilities, designed for graph neural…
On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection
Brandon Dominique, Prudence Lam, Nicholas Kurtansky +4
Artificial Intelligence (AI) models have demonstrated expert-level performance in melanoma detection, yet their clinical adoption is hindered by performance disparities across demo…
Integrating Attention-Enhanced LSTM and Particle Swarm Optimization for Dynamic Pricing and Replenishment Strategies in Fresh Food Supermarkets
Xianchen Liu, Tianhui Zhang, Xinyu Zhang +4
This paper presents a novel approach to optimizing pricing and replenishment strategies in fresh food supermarkets by combining Long Short-Term Memory (LSTM) networks with Particle…
Some patterns of sleep quality and Daylight Saving Time across countries: a predictive and exploratory analysis
Bhanu Sharma, Eugene Pinsky
In this study we analyzed average sleep durations across 61 countries to examine the impact of Daylight Saving Time (DST) practices. Key metrics influencing sleep were identified,…
Energy-Efficient Stochastic Computing (SC) Neural Networks for Internet of Things Devices With Layer-Wise Adjustable Sequence Length (ASL)
Ziheng Wang, Pedro Reviriego, Farzad Niknia +4
Stochastic computing (SC) has emerged as an efficient low-power alternative for deploying neural networks (NNs) in resource-limited scenarios, such as the Internet of Things (IoT).…