Image de couverture de livre

TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wenkel, Frederik, Tu, Wilson, Masschelein, Cassandra, Shirzad, Hamed, Eastwood, Cian, Whitfield, Shawn T., Bendidi, Ihab, Russell, Craig, Hodgson, Liam, Mesbahi, Yassir El, Ding, Jiarui, Fay, Marta M., Earnshaw, Berton, Noutahi, Emmanuel, Denton, Alisandra K.
Format:	Preprint
Publié:	2025
Sujets:	Machine Learning Quantitative Methods
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all
par: Bendidi, Ihab, et autres
Publié: (2024)

A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
par: Bendidi, Ihab, et autres
Publié: (2025)

SAFE setup for generative molecular design
par: Mesbahi, Yassir El, et autres
Publié: (2024)

Automated Discovery of Pairwise Interactions from Unstructured Data
par: Zuheng, et autres
Publié: (2024)

SeedER: Seed-and-Expand Retrieval from Knowledge Graphs
par: Shirzad, Hamed, et autres
Publié: (2026)

Virtual Cells: Predict, Explain, Discover
par: Noutahi, Emmanuel, et autres
Publié: (2025)

Elucidating the Design Space of Flow Matching for Cellular Microscopy
par: Jones, Charles, et autres
Publié: (2026)

Towards Autonomous Mechanistic Reasoning in Virtual Cells
par: Jang, Yunhui, et autres
Publié: (2026)

Prompt Performance Prediction for Image Generation
par: Bizzozzero, Nicolas, et autres
Publié: (2023)

Deep Learning for BioImaging: What Are We Learning?
par: Svatko, Ivan, et autres
Publié: (2026)

Optimizing and benchmarking the computation of the permanent of general matrices
par: Masschelein, Cassandra, et autres
Publié: (2025)

datamol-io/medchem: Molecular filtering for drug discovery
par: Emmanuel Noutahi, et autres
Publié: (2025)

GIVT: Generative Infinite-Vocabulary Transformers
par: Tschannen, Michael, et autres
Publié: (2023)

XFACTORS: Disentangled Information Bottleneck via Contrastive Supervision
par: Myara, Alexandre, et autres
Publié: (2026)

O ALUNO E A INFÂNCIA: A PROPÓSITO DO PEDAGÓGICO
par: Jan Masschelein
Publié: (2003)

Why We Are in Need of Pedagogical Sciences (as Design Sciences) A Few Brief Notes
par: Jan Masschelein
Publié: (2015)

La escuela como práctica y tecnología de la pertenencia al mundo
par: Jan Masschelein
Publié: (2019)

E-ducando o Olhar: a necessidade de uma pedagogia pobre
par: Jan Masschelein
Publié: (2008)

Learning What Matters: Steering Diffusion via Spectrally Anisotropic Forward Noise
par: Scimeca, Luca, et autres
Publié: (2025)

Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
par: Jiralerspong, Thomas, et autres
Publié: (2025)

La visión filosófica del mundo en Averroes
par: Mohamed Mesbahi
Publié: (2006)

DynaMate: An Autonomous Agent for Protein-Ligand Molecular Dynamics Simulations
par: Guilbert, Salomé, et autres
Publié: (2025)

ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images
par: Bourriez, Nicolas, et autres
Publié: (2023)

Whipsawed by Woori and Washington: South Korea's growing challenges in handling Middle Eastern affairs
par: Shirzad Azad
Publié: (2024)

Conditional Chemical Language Models are Versatile Tools in Drug Discovery
par: Zhu, Lu, et autres
Publié: (2025)

Unveiling Landscape‐Level Drivers of Freshwater Biodiversity Dynamics
par: Niamh Eastwood, et autres
Publié: (2025)

Tijding en Tendens
par: Bru, Sascha, et autres
Publié: (2012)

NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction
par: Aarnes, Peter Røysland, et autres
Publié: (2025)

MechPert: Mechanistic Consensus as an Inductive Bias for Unseen Perturbation Prediction
par: Martell, Marc Boubnovski, et autres
Publié: (2026)

A Systematic Literature Review of Flexible E-Procurement Marketplace
par: Sara Robaty Shirzad
Publié: (2013)

Estimation-Aware Trajectory Optimization with Set-Valued Measurement Uncertainties
par: Deole, Aditya, et autres
Publié: (2025)

Output-feedback Synthesis Orbit Geometry: Quotient Manifolds and LQG Direct Policy Optimization
par: Kraisler, Spencer, et autres
Publié: (2024)

Robust Data-Driven Control for Nonlinear Systems Using their Digital Twins and Quadratic Funnels
par: Shakeri, Shiva, et autres
Publié: (2025)

LangPert: Detecting and Handling Task-level Perturbations for Robust Object Rearrangement
par: Yin, Xu, et autres
Publié: (2025)

PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
par: Li, Jiatong, et autres
Publié: (2024)

Eastwood, Alice Jun. 29, 1914
par: Eastwood, Alice
Publié: (1914)

Eastwood, Alice Nov. 5, 1891 [to S. Watson]
par: Eastwood, Alice
Publié: (1891)

Responding to global warming : n examination of the prospects for effective action / Penny Eastwood ; with a postscript co-authored with Owen Greene
par: Eastwood, Penny
Publié: (1991)

Public Services Education for Archivists.
par: Eastwood, Terry
Publié: (1997)

A Personal Reflection on the Development of Archival Education
par: Eastwood, Terry
Publié: (2017)