Fashion-MNIST

A drop-in MNIST replacement with 70,000 grayscale images across 10 clothing categories.

Papers using Fashion-MNIST (26)

Typical Machine Learning Datasets as Low-Depth Quantum Circuits2025 · 1 citesGeometric Prototype Learning in Quantum Hilbert Space with Matrix Product States2026Quantum State Preparation via Neural Network Encoding in Quantum Machine Learning2026Scaling Quantum Machine Learning without Tricks: Full-Resolution and Diverse Image Generation2026Scalable Tensor Network Simulation for Quantum-Classical Dual Kernel2026Differentiable Architecture Search for Adversarially Robust Quantum Computer Vision2026Quantum Random Features: A Spectral Framework for Quantum Machine Learning2026Scalable Memory Sharing in Photonic Quantum Memristors for Reservoir Computing2026LiePrune: Lie Group and Quantum Geometric Dual Representation for One-Shot Structured Pruning of Quantum Neural Networks2025HattriQ: Designing Integrated Gradients for Feature Attribution in Quantum Machine Learning2025Embedding-Aware Quantum-Classical SVMs for Scalable Quantum Machine Learning2025Quantum Reservoir GAN2025Selective Feature Re-Encoded Quantum Convolutional Neural Network with Joint Optimization for Image Classification2025Transfer entropy and O-information to detect grokking in tensor network multi-class classification problems2025A Qubit-Efficient Hybrid Quantum Encoding Mechanism for Quantum Machine Learning2025Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles2025HQCC: A Hybrid Quantum-Classical Classifier with Adaptive Structure2025Simulating Nonlinearity in Quantum Neural Networks While Mitigating Barren Plateaus2025Quantum Bayes Classifiers and Their Application in Image Classification2024 · 2 citesQuantum Denoising Diffusion Models2024 · 2 citesValidating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks2024 · 1 citesLet the Quantum Creep In: Designing Quantum Neural Network Models by Gradually Swapping Out Classical Components2024 · 1 citesQuantum Deep Equilibrium Models2024 · 1 citesQuantum-inspired activation functions and quantum Chebyshev-polynomial network2024Quantum Hamiltonian Embedding of Images for Data Reuploading Classifiers2024Quantum Pointwise Convolution: A Flexible and Scalable Approach for Neural Network Enhancement2024