Iddo Drori

According to our database1, Iddo Drori authored at least 52 papers between 1999 and 2024.

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Bibliography

2024
Human-in-the-Loop AI Reviewing: Feasibility, Opportunities, and Risks.
J. Assoc. Inf. Syst., 2024

AI-Driven Review Systems: Evaluating LLMs in Scalable and Bias-Aware Academic Reviews.
CoRR, 2024

2023
From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark.
CoRR, 2022

A Dataset and Benchmark for Automatically Answering and Generating Machine Learning Final Exams.
CoRR, 2022

Generalizing Imaging Through Scattering Media With Uncertainty Estimates.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022

2021
A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More.
CoRR, 2021

Tracking Blobs in the Turbulent Edge Plasma of Tokamak Fusion Reactors.
CoRR, 2021

Solving Probability and Statistics Problems by Program Synthesis.
CoRR, 2021

Solving Linear Algebra by Program Synthesis.
CoRR, 2021

AlphaD3M: Machine Learning Pipeline Synthesis.
CoRR, 2021

Predicting Critical Biogeochemistry of the Southern Ocean for Climate Monitoring.
CoRR, 2021

Predicting Atlantic Multidecadal Variability.
CoRR, 2021

Top 3 in FG 2021 Families In the Wild Kinship Verification Challenge.
CoRR, 2021

Image2Lego: Customized LEGO Set Generation from Images.
CoRR, 2021

Privileged Zero-Shot AutoML.
CoRR, 2021

Autonomous Optimization of Fluid Systems at Varying Length Scales.
CoRR, 2021

Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop.
CoRR, 2021

Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Solving Machine Learning Problems.
Proceedings of the Asian Conference on Machine Learning, 2021

Pedestrian Wind Factor Estimation in Complex Urban Environments.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
High Quality Real-Time Structured Debate Generation.
CoRR, 2020

Vehicle Trajectory Prediction by Transfer Learning of Semi-Supervised Models.
CoRR, 2020

Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Variational Objectives for Markovian Dynamics with Backward Simulation.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Accurate Trajectory Prediction for Autonomous Vehicles.
CoRR, 2019

Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations.
CoRR, 2019

Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning.
CoRR, 2019

Winning the ICCV 2019 Learning to Drive Challenge.
CoRR, 2019

Using Segmentation Masks in the ICCV 2019 Learning to Drive Challenge.
CoRR, 2019

Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities.
CoRR, 2019

AutoML using Metadata Language Embeddings.
CoRR, 2019

Prose for a Painting.
CoRR, 2019

Particle Smoothing Variational Objectives.
CoRR, 2019

Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar.
CoRR, 2019

2018
High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures.
CoRR, 2018

2012
Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit.
IEEE Trans. Inf. Theory, 2012

2007
Fast ℓ1 Minimization by Iterative Thresholding for Multidimensional NMR Spectroscopy.
EURASIP J. Adv. Signal Process., 2007

2006
Solution of l1Minimization Problems by LARS/Homotopy Methods.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Multiscale Representations for Manifold-Valued Data.
Multiscale Model. Simul., 2005

2004
Example-based rendering
PhD thesis, 2004

Interactive object segmentation in video by fitting splines to graph cuts.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Spectral Sound Gap Filling.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Fast Multiresolution Image Operations in the Wavelet Domain.
IEEE Trans. Vis. Comput. Graph., 2003

Bilateral mesh denoising.
ACM Trans. Graph., 2003

Fragment-based image completion.
ACM Trans. Graph., 2003

Example-Based Style Synthesis.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2000
Wavelet Warping.
Proceedings of the Eurographics Workshop on Rendering Techniques 2000, 2000

1999
Contact Analysis of Spatial Fixed-Axes Pairs Using Configuration Spaces.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999


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