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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 14 of 16: papers 1,301 to 1,400 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.

• Analysis of ODE2VAE with Examples
  10 Aug 2021 0 repositories listed
• Towards Data-Driven Synthesis of Autonomous Vehicle Safety Concepts
  30 Jul 2021 0 repositories listed
• Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks
  22 Jul 2021 0 repositories listed
• Structured World Belief for Reinforcement Learning in POMDP
  19 Jul 2021 0 repositories listed
• Towards an Interpretable Latent Space in Structured Models for Video Prediction
  16 Jul 2021 0 repositories listed
• AutoBERT-Zero: Evolving BERT Backbone from Scratch
  15 Jul 2021 0 repositories listed
• A Theoretical Analysis of Fine-tuning with Linear Teachers
  4 Jul 2021 0 repositories listed
• Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space
  29 Jun 2021 0 repositories listed
• Rethinking Token-Mixing MLP for MLP-based Vision Backbone
  28 Jun 2021 0 repositories listed
• Data efficiency in graph networks through equivariance
  25 Jun 2021 0 repositories listed
• Co-advise: Cross Inductive Bias Distillation
  23 Jun 2021 0 repositories listed
• Unsupervised Deep Learning by Injecting Low-Rank and Sparse Priors
  21 Jun 2021 0 repositories listed
• Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval
  19 Jun 2021 0 repositories listed
• The Principles of Deep Learning Theory
  18 Jun 2021 0 repositories listed
• Model-Based Counterfactual Synthesizer for Interpretation
  16 Jun 2021 0 repositories listed
• A Self-Supervised Framework for Function Learning and Extrapolation
  14 Jun 2021 0 repositories listed
• Differentiable Robust LQR Layers
  10 Jun 2021 0 repositories listed
• Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks
  9 Jun 2021 0 repositories listed
• A novel Deep Neural Network architecture for non-linear system identification
  6 Jun 2021 0 repositories listed
• Forced Variational Integrator Networks for Prediction and Control of Mechanical Systems
  5 Jun 2021 0 repositories listed
• Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment
  1 Jun 2021 0 repositories listed
• Symmetry-driven graph neural networks
  28 May 2021 0 repositories listed
• Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images
  25 May 2021 0 repositories listed
• How Gradient Descent Separates Data with Neural Collapse: A Layer-Peeled Perspective
  21 May 2021 0 repositories listed
• Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification?
  21 May 2021 0 repositories listed
• Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach
  18 May 2021 0 repositories listed
• A Cognitive Regularizer for Language Modeling
  15 May 2021 0 repositories listed
• Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL
  14 May 2021 0 repositories listed
• ChaRRNets: Channel Robust Representation Networks for RF Fingerprinting
  8 May 2021 0 repositories listed
• On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
  4 May 2021 0 repositories listed
• Towards Error Measures which Influence a Learners Inductive Bias to the Ground Truth
  4 May 2021 0 repositories listed
• A neural anisotropic view of underspecification in deep learning
  29 Apr 2021 0 repositories listed
• Agent-Centric Representations for Multi-Agent Reinforcement Learning
  19 Apr 2021 0 repositories listed
• Code Structure Guided Transformer for Source Code Summarization
  19 Apr 2021 0 repositories listed
• Pareto Self-Supervised Training for Few-Shot Learning
  16 Apr 2021 0 repositories listed
• Joint Attention for Multi-Agent Coordination and Social Learning
  15 Apr 2021 0 repositories listed
• Scaling up graph homomorphism for classification via sampling
  8 Apr 2021 0 repositories listed
• Keep Learning: Self-supervised Meta-learning for Learning from Inference
  1 Apr 2021 0 repositories listed
• Beyond permutation equivariance in graph networks
  25 Mar 2021 0 repositories listed
• Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation
  22 Mar 2021 0 repositories listed
• Learning Task Decomposition with Ordered Memory Policy Network
  19 Mar 2021 0 repositories listed
• Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling
  10 Mar 2021 0 repositories listed
• On complementing end-to-end human behavior predictors with planning
  9 Mar 2021 0 repositories listed
• Self-Supervision by Prediction for Object Discovery in Videos
  9 Mar 2021 0 repositories listed
• Dual Reinforcement-Based Specification Generation for Image De-Rendering
  2 Mar 2021 0 repositories listed
• Persistent Message Passing
  1 Mar 2021 0 repositories listed
• Reinforcement Learning for Adaptive Mesh Refinement
  1 Mar 2021 0 repositories listed
• Experiments with Rich Regime Training for Deep Learning
  26 Feb 2021 0 repositories listed
• On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent
  19 Feb 2021 0 repositories listed
• Combinatorial optimization and reasoning with graph neural networks
  18 Feb 2021 0 repositories listed
• Switch Spaces: Learning Product Spaces with Sparse Gating
  17 Feb 2021 0 repositories listed
• Topological Obstructions to Autoencoding
  16 Feb 2021 0 repositories listed
• Demystifying Inductive Biases for β-VAE Based Architectures
  12 Feb 2021 0 repositories listed
• Neural representation and generation for RNA secondary structures
  1 Feb 2021 0 repositories listed
• Physics-aware, probabilistic model order reduction with guaranteed stability
  14 Jan 2021 0 repositories listed
• ADIS-GAN: Affine Disentangled GAN
  1 Jan 2021 0 repositories listed
• Ego-Centric Spatial Memory Networks
  1 Jan 2021 0 repositories listed
• Learning Task Decomposition with Order-Memory Policy Network
  1 Jan 2021 0 repositories listed
• Net-DNF: Effective Deep Modeling of Tabular Data
  1 Jan 2021 0 repositories listed
• Neural Disjunctive Normal Form: Vertically Integrating Logic With Deep Learning For Classification
  1 Jan 2021 0 repositories listed
• On Learning Read-once DNFs With Neural Networks
  1 Jan 2021 0 repositories listed
• On the Inductive Bias of a CNN for Distributions with Orthogonal Patterns
  1 Jan 2021 0 repositories listed
• Recurrently Controlling a Recurrent Network with Recurrent Networks Controlled by More Recurrent Networks
  1 Jan 2021 0 repositories listed
• Temporal and Object Quantification Nets
  1 Jan 2021 0 repositories listed
• The Foes of Neural Network’s Data Efficiency Among Unnecessary Input Dimensions
  1 Jan 2021 0 repositories listed
• The inductive bias of ReLU networks on orthogonally separable data
  1 Jan 2021 0 repositories listed
• Variational Multi-Task Learning
  1 Jan 2021 0 repositories listed
• Data augmentation and image understanding
  28 Dec 2020 0 repositories listed
• A Survey on Visual Transformer
  23 Dec 2020 0 repositories listed
• A case for new neural network smoothness constraints
  14 Dec 2020 0 repositories listed
• Consequences of Slow Neural Dynamics for Incremental Learning
  12 Dec 2020 0 repositories listed
• SenSeNet: Neural Keyphrase Generation with Document Structure
  12 Dec 2020 0 repositories listed
• Positional Encoding as Spatial Inductive Bias in GANs
  9 Dec 2020 0 repositories listed
• Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data
  3 Dec 2020 0 repositories listed
• Using ontology embeddings for structural inductive bias in gene expression data analysis
  22 Nov 2020 0 repositories listed
• Classification by Attention: Scene Graph Classification with Prior Knowledge
  19 Nov 2020 0 repositories listed
• Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization
  4 Nov 2020 0 repositories listed
• Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction
  26 Oct 2020 0 repositories listed
• Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals
  26 Oct 2020 0 repositories listed
• Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data
  22 Oct 2020 0 repositories listed
• Conditional Mutual Information-Based Generalization Bound for Meta Learning
  21 Oct 2020 0 repositories listed
• A case for new neural networks smoothness constraints
  19 Oct 2020 0 repositories listed
• Neuralizing Efficient Higher-order Belief Propagation
  19 Oct 2020 0 repositories listed
• Generalizable Machine Learning in Neuroscience using Graph Neural Networks
  16 Oct 2020 0 repositories listed
• Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
  16 Oct 2020 0 repositories listed
• Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning
  9 Oct 2020 0 repositories listed
• Shot in the Dark: Few-Shot Learning with No Base-Class Labels
  6 Oct 2020 0 repositories listed
• Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time
  22 Sep 2020 0 repositories listed
• Open-set Short Utterance Forensic Speaker Verification using Teacher-Student Network with Explicit Inductive Bias
  21 Sep 2020 0 repositories listed
• Collaborative Group Learning
  16 Sep 2020 0 repositories listed
• Multilinear Latent Conditioning for Generating Unseen Attribute Combinations
  9 Sep 2020 0 repositories listed
• Uncovering the Corona Virus Map Using Deep Entities and Relationship Models
  7 Sep 2020 0 repositories listed
• Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling
  3 Sep 2020 0 repositories listed
• Learning Insulin-Glucose Dynamics in the Wild
  6 Aug 2020 0 repositories listed
• Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, & Gradient Flow Dynamics
  4 Aug 2020 0 repositories listed
• Hierachial Protein Function Prediction with Tails-GNNs
  24 Jul 2020 0 repositories listed
• Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
  21 Jul 2020 0 repositories listed
• Learning Multiplicative Interactions with Bayesian Neural Networks for Visual-Inertial Odometry
  15 Jul 2020 0 repositories listed
• Can neural networks acquire a structural bias from raw linguistic data?
  14 Jul 2020 0 repositories listed
• Program Synthesis with Pragmatic Communication
  9 Jul 2020 0 repositories listed