Showing 21–40 of 47 results
/ Date/ Name
May 24, 2023Let There Be Order: Rethinking Ordering in Autoregressive Graph GenerationOct 31, 2018Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature ProfilesJul 2, 2020CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue ProblemsSep 30, 2020GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn NormalizationJan 16, 2025Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained AnalysisDec 1, 2025Beyond Loss Guidance: Using PDE Residuals as Spectral Attention in Diffusion Neural OperatorsJan 14, 2026A continental-scale dataset of ground beetles with high-resolution images and validated morphological trait measurementsMar 27, 2026TaxaAdapter: Vision Taxonomy Models are Key to Fine-grained Image Generation over the Tree of LifeDec 13, 2021Physics-Informed Machine Learning for Optical Modes in CompositesFeb 12, 2022Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's EquationOct 1, 2021Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM)Nov 6, 2019Physics-guided Design and Learning of Neural Networks for Predicting Drag Force on Particle Suspensions in Moving FluidsJan 20, 2021Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEsJun 6, 2021PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with PhysicsNov 7, 2023A Simple Interpretable Transformer for Fine-Grained Image Classification and AnalysisSep 3, 2024What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary TraitsJun 9, 2025Open World Scene Graph Generation using Vision Language ModelsJun 5, 2023Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural NetworksAug 21, 2023Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic SegmentationJul 5, 2022Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling