Technology-invariant pipeline for spatial omics analysis (Xenium / MERSCOPE / CosMx / PhenoCycler / MACSima / Hyperion) that scales to millions of cells
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Updated
Jun 14, 2024 - Python
Technology-invariant pipeline for spatial omics analysis (Xenium / MERSCOPE / CosMx / PhenoCycler / MACSima / Hyperion) that scales to millions of cells
(ICLR 2024) Easy tools for measuring the label sharpness and intrinsic dimension of datasets and learned representations, which relate to model generalization and robustness.
An optimization algorithm to estimate the causal effects and produce distributionally robust prediction. It leverages the invariance property of causal mechanism over multiple environments.
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
Python package to make URL extraction, generalization, validation, and filtration easy.
Javascript Generalized Parser Combinators
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
Awesome Domain Adaptation Python Toolbox
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Early release of the official implementation for "GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts"
This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)
Controlling the spectral norm of implicitly linear layers (e.g., convolutional layers)
[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
LeNet-5 with SAM, Generalization
Welcome to my homepage.
Визуализация электрических сетей
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
[BMVC 2022 workshop] Greedy Grid Search: A 3D Registration Baseline
[BMVC 2022 workshop] 3D registration benchmark dataset FAUST-partial
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