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Quantum Computing

128 directly classified papers

Papers per year

Papers

BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NIPS 2023
Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NIPS 2023
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning NIPS 2023
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks NIPS 2023
Quantum speedups for stochastic optimization NIPS 2023
On quantum backpropagation, information reuse, and cheating measurement collapse NIPS 2023
Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022
GraphQNTK: Quantum Neural Tangent Kernel for Graph Data NIPS 2022
Differentiable Analog Quantum Computing for Optimization and Control NIPS 2022
Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence NIPS 2022
Shape From Thermal Radiation: Passive Ranging Using Multi-Spectral LWIR Measurements CVPR 2022
Generative Coarse-Graining of Molecular Conformations ICML 2022
Equivariant Quantum Graph Circuits ICML 2022
Toward Physically Realizable Quantum Neural Networks AAAI 2022
So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems NIPS 2022
Power and limitations of single-qubit native quantum neural networks NIPS 2022
Concentration of Data Encoding in Parameterized Quantum Circuits NIPS 2022
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields NIPS 2022
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization NIPS 2022
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need? NIPS 2022
Systematic improvement of neural network quantum states using Lanczos NIPS 2022
Quantum Binary Classification (Student Abstract) AAAI 2021
Q-Match: Iterative Shape Matching via Quantum Annealing ICCV 2021
Exponentially Many Local Minima in Quantum Neural Networks ICML 2021