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TitleStatusHype
Integrating Chemistry Knowledge in Large Language Models via Prompt EngineeringCode0
Hypothesizing Missing Causal Variables with LLMsCode0
Data-Driven Computational Imaging for Scientific DiscoveryCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
IdeaBench: Benchmarking Large Language Models for Research Idea GenerationCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Graphine: A Dataset for Graph-aware Terminology Definition GenerationCode0
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?Code0
Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific DataCode0
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data ManifoldsCode0
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Conditional computation in neural networks: principles and research trends—0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction—0
Applications and Techniques for Fast Machine Learning in Science—0
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation—0
Applications and Challenges of AI and Microscopy in Life Science Research: A Review—0
A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering—0
A Perspective on Symbolic Machine Learning in Physical Sciences—0
Causal Structural Learning from Time Series: A Convex Optimization Approach—0
Causal Relational Learning—0
Adversarial Examples and the Deeper Riddle of Induction: The Need for a Theory of Artifacts in Deep Learning—0
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving—0
Causal-Copilot: An Autonomous Causal Analysis Agent—0
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