Adam D. Cobb

1. HumBugDB: A Large-scale Acoustic Mosquito Dataset
   2021/10/14 by Ivan Kiskin, Kiskin, Ivan, Marianne Sinka +28 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Animal Vocal Communication and Behavior #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #E.0 #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.1 #J.3 #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
2. AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
   2023/06/08 by Adam D. Cobb, Anirban Roy, Cobb, Adam D. +21 · 6 citations
   Environmental Science · #Advanced Aircraft Design and Technologies
3. Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI
   2024/11/04 by Ramneet Kaur, Kaur, Ramneet, Colin Samplawski +19 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Semantic Web and Ontologies
4. Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo
   2021/07/15 by Vyacheslav Kungurtsev, Kungurtsev, Vyacheslav, Adam D. Cobb +5 · 1 citation
   Computer Science · Mathematics · Neuroscience · #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
5. Design of Unmanned Air Vehicles Using Transformer Surrogate Models
   2022/11/11 by Adam D. Cobb, Cobb, Adam D., Anirban Roy +5 · 1 citation
   Engineering · Computer Science · #UAV Applications and Optimization #Advanced Neural Network Applications
6. URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks
   2020/07/08 by Meet P. Vadera, Adam D. Cobb, Vadera, Meet P. +5 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
7. Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding
   2025/04/30 by Trilok Padhi, Ramneet Kaur, Padhi, Trilok +17 · 3 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems