Browse State-of-the-Art › Inductive Bias › Papers, page 12

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 12 of 16: papers 1,101 to 1,200 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.

• Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study
  1 Jan 2023 0 repositories listed
• Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis
  1 Jan 2023 0 repositories listed
• Occ^2Net: Robust Image Matching Based on 3D Occupancy Estimation for Occluded Regions
  1 Jan 2023 0 repositories listed
• Quality Diversity for Visual Pre-Training
  1 Jan 2023 0 repositories listed
• RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer
  1 Jan 2023 0 repositories listed
• Eigenvalue initialisation and regularisation for Koopman autoencoders
  23 Dec 2022 0 repositories listed
• Harmonic (Quantum) Neural Networks
  14 Dec 2022 0 repositories listed
• Learning threshold neurons via the "edge of stability"
  14 Dec 2022 0 repositories listed
• Simplicity Bias Leads to Amplified Performance Disparities
  13 Dec 2022 0 repositories listed
• Relate to Predict: Towards Task-Independent Knowledge Representations for Reinforcement Learning
  10 Dec 2022 0 repositories listed
• A K-variate Time Series Is Worth K Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting
  6 Dec 2022 0 repositories listed
• Graph Convolutional Neural Networks as Parametric CoKleisli morphisms
  1 Dec 2022 0 repositories listed
• Numerical evidence against advantage with quantum fidelity kernels on classical data
  29 Nov 2022 0 repositories listed
• Adaptive Attention Link-based Regularization for Vision Transformers
  25 Nov 2022 0 repositories listed
• Word-Level Representation From Bytes For Language Modeling
  23 Nov 2022 0 repositories listed
• A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
  22 Nov 2022 0 repositories listed
• Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks
  21 Nov 2022 0 repositories listed
• Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning
  19 Nov 2022 0 repositories listed
• Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation
  17 Nov 2022 0 repositories listed
• The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry
  16 Nov 2022 0 repositories listed
• Grassmann Manifold Flows for Stable Shape Generation
  5 Nov 2022 0 repositories listed
• A General Purpose Neural Architecture for Geospatial Systems
  4 Nov 2022 0 repositories listed
• Relating graph auto-encoders to linear models
  3 Nov 2022 0 repositories listed
• Instance-Dependent Generalization Bounds via Optimal Transport
  2 Nov 2022 0 repositories listed
• When Do We Need Graph Neural Networks for Node Classification?
  30 Oct 2022 0 repositories listed
• Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
  28 Oct 2022 0 repositories listed
• TabMixer: Excavating Label Distribution Learning with Small-scale Features
  25 Oct 2022 0 repositories listed
• A PAC-Bayesian Generalization Bound for Equivariant Networks
  24 Oct 2022 0 repositories listed
• Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior
  22 Oct 2022 0 repositories listed
• The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection
  22 Oct 2022 0 repositories listed
• Large-scale learning of generalised representations for speaker recognition
  20 Oct 2022 0 repositories listed
• A Dimension-Augmented Physics-Informed Neural Network (DaPINN) with High Level Accuracy and Efficiency
  19 Oct 2022 0 repositories listed
• Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
  18 Oct 2022 0 repositories listed
• Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
  13 Oct 2022 0 repositories listed
• Fast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference
  13 Oct 2022 0 repositories listed
• Learning Physical Dynamics with Subequivariant Graph Neural Networks
  13 Oct 2022 0 repositories listed
• Vision Transformers provably learn spatial structure
  13 Oct 2022 0 repositories listed
• Fast-ParC: Capturing Position Aware Global Feature for ConvNets and ViTs
  8 Oct 2022 0 repositories listed
• Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints
  6 Oct 2022 0 repositories listed
• Towards Flexible Inductive Bias via Progressive Reparameterization Scheduling
  4 Oct 2022 0 repositories listed
• Named Entity Recognition in Industrial Tables using Tabular Language Models
  29 Sep 2022 0 repositories listed
• Biological connectomes as a representation for the architecture of artificial neural networks
  28 Sep 2022 0 repositories listed
• Estimating Brain Age with Global and Local Dependencies
  19 Sep 2022 0 repositories listed
• DMFormer: Closing the Gap Between CNN and Vision Transformers
  16 Sep 2022 0 repositories listed
• On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition
  15 Sep 2022 0 repositories listed
• A lightweight Transformer-based model for fish landmark detection
  13 Sep 2022 0 repositories listed
• DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer
  13 Sep 2022 0 repositories listed
• Blurring Diffusion Models
  12 Sep 2022 0 repositories listed
• Multimodal learning with graphs
  7 Sep 2022 0 repositories listed
• Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks
  3 Sep 2022 0 repositories listed
• Object-based active inference
  2 Sep 2022 0 repositories listed
• MRL: Learning to Mix with Attention and Convolutions
  30 Aug 2022 0 repositories listed
• Robustness and invariance properties of image classifiers
  30 Aug 2022 0 repositories listed
• Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
  26 Aug 2022 0 repositories listed
• What Do NLP Researchers Believe? Results of the NLP Community Metasurvey
  26 Aug 2022 0 repositories listed
• Neural PCA for Flow-Based Representation Learning
  23 Aug 2022 0 repositories listed
• Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction
  20 Aug 2022 0 repositories listed
• The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs
  18 Aug 2022 0 repositories listed
• Cross-Domain Few-Shot Classification via Inter-Source Stylization
  17 Aug 2022 0 repositories listed
• Global Hierarchical Attention for 3D Point Cloud Analysis
  7 Aug 2022 0 repositories listed
• Unifying physical systems' inductive biases in neural ODE using dynamics constraints
  3 Aug 2022 0 repositories listed
• Two-Stream Transformer Architecture for Long Video Understanding
  2 Aug 2022 0 repositories listed
• Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks
  31 Jul 2022 0 repositories listed
• End-to-end View Synthesis via NeRF Attention
  29 Jul 2022 0 repositories listed
• Convolutional Embedding Makes Hierarchical Vision Transformer Stronger
  27 Jul 2022 0 repositories listed
• Thermodynamics of learning physical phenomena
  26 Jul 2022 0 repositories listed
• Effective and Interpretable Information Aggregation with Capacity Networks
  25 Jul 2022 0 repositories listed
• Auto-regressive Image Synthesis with Integrated Quantization
  21 Jul 2022 0 repositories listed
• Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?
  21 Jul 2022 0 repositories listed
• Structural Causal 3D Reconstruction
  20 Jul 2022 0 repositories listed
• HyperInvariances: Amortizing Invariance Learning
  17 Jul 2022 0 repositories listed
• Lightweight Vision Transformer with Cross Feature Attention
  15 Jul 2022 0 repositories listed
• Forming Trees with Treeformers
  14 Jul 2022 0 repositories listed
• Pyramid Transformer for Traffic Sign Detection
  13 Jul 2022 0 repositories listed
• Physics Informed Symbolic Networks
  11 Jul 2022 0 repositories listed
• A law of adversarial risk, interpolation, and label noise
  8 Jul 2022 0 repositories listed
• Generalization to translation shifts: a study in architectures and augmentations
  5 Jul 2022 0 repositories listed
• SNeRF: Stylized Neural Implicit Representations for 3D Scenes
  5 Jul 2022 0 repositories listed
• Ultra-Low-Bitrate Speech Coding with Pretrained Transformers
  5 Jul 2022 0 repositories listed
• Learning Disentangled Representations for Controllable Human Motion Prediction
  4 Jul 2022 0 repositories listed
• Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention
  1 Jul 2022 0 repositories listed
• Group-invariant tensor train networks for supervised learning
  30 Jun 2022 0 repositories listed
• Prompting Decision Transformer for Few-Shot Policy Generalization
  27 Jun 2022 0 repositories listed
• Woodscape Fisheye Object Detection for Autonomous Driving -- CVPR 2022 OmniCV Workshop Challenge
  26 Jun 2022 0 repositories listed
• Defending Backdoor Attacks on Vision Transformer via Patch Processing
  24 Jun 2022 0 repositories listed
• ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces
  21 Jun 2022 0 repositories listed
• Forecasting of depth and ego-motion with transformers and self-supervision
  15 Jun 2022 0 repositories listed
• Masked Siamese ConvNets
  15 Jun 2022 0 repositories listed
• On the Identifiability of Nonlinear ICA: Sparsity and Beyond
  15 Jun 2022 0 repositories listed
• Bandwidth Enables Generalization in Quantum Kernel Models
  14 Jun 2022 0 repositories listed
• A General framework for PAC-Bayes Bounds for Meta-Learning
  11 Jun 2022 0 repositories listed
• The Slingshot Mechanism: An Empirical Study of Adaptive Optimizers and the Grokking Phenomenon
  10 Jun 2022 0 repositories listed
• Syntactic Inductive Biases for Deep Learning Methods
  8 Jun 2022 0 repositories listed
• ObPose: Leveraging Pose for Object-Centric Scene Inference and Generation in 3D
  7 Jun 2022 0 repositories listed
• A Bird's-Eye Tutorial of Graph Attention Architectures
  6 Jun 2022 0 repositories listed
• Entangled Residual Mappings
  2 Jun 2022 0 repositories listed
• A comparative study between vision transformers and CNNs in digital pathology
  1 Jun 2022 0 repositories listed
• FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks
  1 Jun 2022 0 repositories listed
• VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting
  31 May 2022 0 repositories listed
• Towards Faithful and Consistent Explanations for Graph Neural Networks
  27 May 2022 0 repositories listed