Browse State-of-the-Art › Inductive Bias › Papers, page 10
Inductive Bias
Papers archive 2025-07-28
archive papers tagged: 1,529 · with a code link: 716 · where Syntology ran a sample: 284 (244 with a run with no instrument failure, 40 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (284 of 1,529 tagged: 244 with a run with no instrument failure, 40 where every run was a failure of Syntology's instrument)
Page 10 of 16: papers 901 to 1,000 of 1,529, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels13 Jun 2024 0 repositories listed
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Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias13 Jun 2024 0 repositories listed
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Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure13 Jun 2024 0 repositories listed
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Expressivity and Generalization: Fragment-Biases for Molecular GNNs12 Jun 2024 0 repositories listed
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Non-autoregressive Personalized Bundle Generation11 Jun 2024 0 repositories listed
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Self-attention-based non-linear basis transformations for compact latent space modelling of dynamic optical fibre transmission matrices11 Jun 2024 0 repositories listed
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Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning10 Jun 2024 0 repositories listed
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Building Hybrid B-Spline And Neural Network Operators6 Jun 2024 0 repositories listed
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Verbalized Machine Learning: Revisiting Machine Learning with Language Models6 Jun 2024 0 repositories listed
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How Inductive Bias in Machine Learning Aligns with Optimality in Economic Dynamics4 Jun 2024 0 repositories listed
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Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow3 Jun 2024 0 repositories listed
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Bayesian Uncertainty Quantification for Anaerobic Digestion models30 May 2024 0 repositories listed
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Learning 3D Robotics Perception using Inductive Priors30 May 2024 0 repositories listed
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Benchmarking General-Purpose In-Context Learning27 May 2024 0 repositories listed
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Differentiable Cluster Graph Neural Network25 May 2024 0 repositories listed
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Bundle Neural Networks for message diffusion on graphs24 May 2024 0 repositories listed
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Bond Graphs for multi-physics informed Neural Networks for multi-variate time series22 May 2024 0 repositories listed
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Control, Transport and Sampling: Towards Better Loss Design22 May 2024 0 repositories listed
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Learning Object-Centric Representation via Reverse Hierarchy Guidance17 May 2024 0 repositories listed
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OXYGENERATOR: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning12 May 2024 0 repositories listed
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Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning11 May 2024 0 repositories listed
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Finding structure in logographic writing with library learning11 May 2024 0 repositories listed
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The Role of Learning Algorithms in Collective Action10 May 2024 0 repositories listed
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6 May 2024 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Hidden Synergy: L₁ Weight Normalization and 1-Path-Norm Regularization29 Apr 2024 0 repositories listed
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Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization27 Apr 2024 0 repositories listed
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Are Biological Systems More Intelligent Than Artificial Intelligence?23 Apr 2024 0 repositories listed
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In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation15 Apr 2024 0 repositories listed
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On Computational Modeling of Sleep-Wake Cycle8 Apr 2024 0 repositories listed
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Efficient Learnable Collaborative Attention for Single Image Super-Resolution7 Apr 2024 0 repositories listed
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GvT: A Graph-based Vision Transformer with Talking-Heads Utilizing Sparsity, Trained from Scratch on Small Datasets7 Apr 2024 0 repositories listed
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Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity4 Apr 2024 0 repositories listed
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Harnessing The Power of Attention For Patch-Based Biomedical Image Classification1 Apr 2024 0 repositories listed
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Track Everything Everywhere Fast and Robustly26 Mar 2024 0 repositories listed
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Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis24 Mar 2024 0 repositories listed
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Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs23 Mar 2024 0 repositories listed
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Image Classification with Rotation-Invariant Variational Quantum Circuits22 Mar 2024 0 repositories listed
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Improved EATFormer: A Vision Transformer for Medical Image Classification19 Mar 2024 0 repositories listed
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Towards Understanding the Relationship between In-context Learning and Compositional Generalization18 Mar 2024 0 repositories listed
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Neural reproducing kernel Banach spaces and representer theorems for deep networks13 Mar 2024 0 repositories listed
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Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework13 Mar 2024 0 repositories listed
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Pre-Trained Model Recommendation for Downstream Fine-tuning11 Mar 2024 0 repositories listed
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Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation29 Feb 2024 0 repositories listed
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A Relational Inductive Bias for Dimensional Abstraction in Neural Networks28 Feb 2024 0 repositories listed
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Vision Transformers with Natural Language Semantics27 Feb 2024 0 repositories listed
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Discovering Abstract Symbolic Relations by Learning Unitary Group Representations26 Feb 2024 0 repositories listed
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ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis25 Feb 2024 0 repositories listed
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On Efficiently Representing Regular Languages as RNNs24 Feb 2024 0 repositories listed
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G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups23 Feb 2024 0 repositories listed
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Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks19 Feb 2024 0 repositories listed
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Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement15 Feb 2024 0 repositories listed
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Better-than-KL PAC-Bayes Bounds14 Feb 2024 0 repositories listed
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Learning-based Bone Quality Classification Method for Spinal Metastasis14 Feb 2024 0 repositories listed
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Distilling Symbolic Priors for Concept Learning into Neural Networks10 Feb 2024 0 repositories listed
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Wasserstein proximal operators describe score-based generative models and resolve memorization9 Feb 2024 0 repositories listed
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Efficient Stagewise Pretraining via Progressive Subnetworks8 Feb 2024 0 repositories listed
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Towards Understanding Inductive Bias in Transformers: A View From Infinity7 Feb 2024 0 repositories listed
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Closure Discovery for Coarse-Grained Partial Differential Equations Using Grid-based Reinforcement Learning1 Feb 2024 0 repositories listed
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Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences1 Feb 2024 0 repositories listed
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Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphs25 Jan 2024 0 repositories listed
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MambaByte: Token-free Selective State Space Model24 Jan 2024 0 repositories listed
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Interpreting Equivariant Representations23 Jan 2024 0 repositories listed
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CFASL: Composite Factor-Aligned Symmetry Learning for Disentanglement in Variational AutoEncoder17 Jan 2024 0 repositories listed
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A Strong Inductive Bias: Gzip for binary image classification14 Jan 2024 0 repositories listed
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Complementary Information Mutual Learning for Multimodality Medical Image Segmentation5 Jan 2024 0 repositories listed
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GTA: Guided Transfer of Spatial Attention from Object-Centric Representations5 Jan 2024 0 repositories listed
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Dataset Difficulty and the Role of Inductive Bias3 Jan 2024 0 repositories listed
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On the hardness of learning under symmetries3 Jan 2024 0 repositories listed
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On Time-Indexing as Inductive Bias in Deep RL for Sequential Manipulation Tasks3 Jan 2024 0 repositories listed
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DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets1 Jan 2024 0 repositories listed
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Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding19 Dec 2023 0 repositories listed
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GauFRe: Gaussian Deformation Fields for Real-time Dynamic Novel View Synthesis18 Dec 2023 0 repositories listed
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Residual ANODE18 Dec 2023 0 repositories listed
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Symmetry Breaking and Equivariant Neural Networks14 Dec 2023 0 repositories listed
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Transduce: learning transduction grammars for string transformation14 Dec 2023 0 repositories listed
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Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning9 Dec 2023 0 repositories listed
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DiSK: A Diffusion Model for Structured Knowledge8 Dec 2023 0 repositories listed
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GFS: Graph-based Feature Synthesis for Prediction over Relational Databases4 Dec 2023 0 repositories listed
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A Recent Survey of Vision Transformers for Medical Image Segmentation1 Dec 2023 0 repositories listed
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Less is More: Learning Reference Knowledge Using No-Reference Image Quality Assessment1 Dec 2023 0 repositories listed
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Towards out-of-distribution generalization in large-scale astronomical surveys: robust networks learn similar representations29 Nov 2023 0 repositories listed
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On the Long Range Abilities of Transformers28 Nov 2023 0 repositories listed
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Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs27 Nov 2023 0 repositories listed
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Applying statistical learning theory to deep learning26 Nov 2023 0 repositories listed
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A Unified Framework for Trace-induced Quantum Kernels22 Nov 2023 0 repositories listed
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20 Nov 2023 0 repositories listed
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Unearthing Common Inconsistency for Generalisable Deepfake Detection20 Nov 2023 0 repositories listed
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Towards Transferring Tactile-based Continuous Force Control Policies from Simulation to Robot13 Nov 2023 0 repositories listed
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Lie Point Symmetry and Physics Informed Networks7 Nov 2023 0 repositories listed
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Time-Efficient Reinforcement Learning with Stochastic Stateful Policies7 Nov 2023 0 repositories listed
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Efficient Vision Transformer for Accurate Traffic Sign Detection2 Nov 2023 0 repositories listed
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Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements1 Nov 2023 0 repositories listed
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29 Oct 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Graph Deep Learning for Time Series Forecasting24 Oct 2023 0 repositories listed
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Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries23 Oct 2023 0 repositories listed
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Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images3 Oct 2023 0 repositories listed
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JPEG Information Regularized Deep Image Prior for Denoising2 Oct 2023 0 repositories listed
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Locality-Aware Graph-Rewiring in GNNs2 Oct 2023 0 repositories listed
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Distilling Inductive Bias: Knowledge Distillation Beyond Model Compression30 Sep 2023 0 repositories listed
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Sheaf Hypergraph Networks29 Sep 2023 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.