{"total":33,"rows":[{"id":"2206.04041","title":"Neural Collapse: A Review on Modelling Principles and Generalization","created":"2022-06-08","cited_by_count":95,"area":null},{"id":"2402.15715","title":"Operator Learning: Algorithms and Analysis","created":"2024-02-24","cited_by_count":85,"area":null},{"id":"2105.07878","title":"A Review on Explainability in Multimodal Deep Neural Nets","created":"2021-05-17","cited_by_count":46,"area":null},{"id":"2405.13888","title":"Marrying Causal Representation Learning with Dynamical Systems for Science","created":"2024-05-22","cited_by_count":23,"area":null},{"id":"2207.09542","title":"Controllable Data Generation by Deep Learning: A Review","created":"2022-07-19","cited_by_count":20,"area":null},{"id":"2212.14084","title":"Multimodal Explainability via Latent Shift applied to COVID-19 stratification","created":"2022-12-28","cited_by_count":16,"area":null},{"id":"2307.07522","title":"The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence","created":"2023-07-09","cited_by_count":12,"area":null},{"id":"2104.05755","title":"Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning & HPC Workloads","created":"2021-04-12","cited_by_count":9,"area":null},{"id":"2212.11811","title":"Renormalization in the neural network-quantum field theory correspondence","created":"2022-12-22","cited_by_count":7,"area":null},{"id":"2505.16477","title":"Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery","created":"2025-05-22","cited_by_count":7,"area":null},{"id":"2107.05684","title":"Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation","created":"2021-07-12","cited_by_count":6,"area":null},{"id":"2511.08860","title":"When is a System Discoverable from Data? Discovery Requires Chaos","created":"2025-11-12","cited_by_count":6,"area":null},{"id":"2104.00164","title":"Time Series Analysis and Modeling to Forecast: a Survey","created":"2021-03-31","cited_by_count":5,"area":null},{"id":"2304.12576","title":"Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures","created":"2023-04-25","cited_by_count":5,"area":null},{"id":"2201.05610","title":"When less is more: Simplifying inputs aids neural network understanding","created":"2022-01-14","cited_by_count":4,"area":null},{"id":"2205.10238","title":"Visualizing and Explaining Language Models","created":"2022-04-30","cited_by_count":4,"area":null},{"id":"2207.10835","title":"Characterizing Coherent Integrated Photonic Neural Networks under Imperfections","created":"2022-07-22","cited_by_count":4,"area":null},{"id":"2211.00024","title":"A robust estimator of mutual information for deep learning interpretability","created":"2022-10-31","cited_by_count":4,"area":null},{"id":"2110.09319","title":"Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning","created":"2021-10-18","cited_by_count":3,"area":null},{"id":"2412.14626","title":"LDC: Learning to Generate Research Idea with Dynamic Control","created":"2024-12-19","cited_by_count":3,"area":null},{"id":"2209.01356","title":"Masked Sinogram Model with Transformer for ill-Posed Computed Tomography Reconstruction: a Preliminary Study","created":"2022-09-03","cited_by_count":2,"area":null},{"id":"2105.08120","title":"Itsy Bitsy SpiderNet: Fully Connected Residual Network for Fraud Detection","created":"2021-05-17","cited_by_count":1,"area":null},{"id":"2202.03199","title":"AI Research Associate for Early-Stage Scientific Discovery","created":"2022-02-02","cited_by_count":1,"area":null},{"id":"2208.09677","title":"Net2Brain: A Toolbox to compare artificial vision models with human brain responses","created":"2022-08-20","cited_by_count":1,"area":null},{"id":"2303.12032","title":"The Representational Status of Deep Learning Models","created":"2023-03-21","cited_by_count":1,"area":null},{"id":"2406.11882","title":"Applications of Explainable artificial intelligence in Earth system science","created":"2024-06-12","cited_by_count":1,"area":null},{"id":"2601.00088","title":"Dynamic Bayesian Optimization Framework for Instruction Tuning in Partial Differential Equation Discovery","created":"2025-12-31","cited_by_count":1,"area":null},{"id":"2103.15551","title":"Toward Building Science Discovery Machines","created":"2021-03-24","cited_by_count":0,"area":null},{"id":"2105.08111","title":"Livewired Neural Networks: Making Neurons That Fire Together Wire Together","created":"2021-05-17","cited_by_count":0,"area":null},{"id":"2106.07558","title":"Transparent Model of Unabridged Data (TMUD)","created":"2021-05-23","cited_by_count":0,"area":null},{"id":"2207.01811","title":"Deriving Surface Resistivity from Polarimetric SAR Data Using Dual-Input UNet","created":"2022-07-05","cited_by_count":0,"area":null},{"id":"2601.16294","title":"Space Filling Curves is All You Need: Communication-Avoiding Matrix Multiplication Made Simple","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2603.23625","title":"Evaluating a Multi-Agent Voice-Enabled Smart Speaker for Care Homes: A Safety-Focused Framework","created":"2026-03-24","cited_by_count":0,"area":null}],"next_cursor":null}