Browse State-of-the-Art › Inductive Bias › Papers, page 9

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 9 of 16: papers 801 to 900 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.

• Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
  1 Jan 2025 0 repositories listed
• Perceptual Inductive Bias Is What You Need Before Contrastive Learning
  1 Jan 2025 0 repositories listed
• Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion
  1 Jan 2025 0 repositories listed
• Can Large Language Models Adapt to Other Agents In-Context?
  27 Dec 2024 0 repositories listed
• From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba
  21 Dec 2024 0 repositories listed
• Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration
  18 Dec 2024 0 repositories listed
• Temporally Consistent Object-Centric Learning by Contrasting Slots
  18 Dec 2024 0 repositories listed
• DSplats: 3D Generation by Denoising Splats-Based Multiview Diffusion Models
  11 Dec 2024 0 repositories listed
• Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks
  11 Dec 2024 0 repositories listed
• 3D-Consistent Image Inpainting with Diffusion Models
  8 Dec 2024 0 repositories listed
• Towards Zero-shot 3D Anomaly Localization
  5 Dec 2024 0 repositories listed
• GQWformer: A Quantum-based Transformer for Graph Representation Learning
  3 Dec 2024 0 repositories listed
• INSIGHT: Explainable Weakly-Supervised Medical Image Analysis
  2 Dec 2024 0 repositories listed
• RandAR: Decoder-only Autoregressive Visual Generation in Random Orders
  2 Dec 2024 0 repositories listed
• Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection
  29 Nov 2024 0 repositories listed
• Double Descent in Portfolio Optimization: Dance between Theoretical Sharpe Ratio and Estimation Accuracy
  28 Nov 2024 0 repositories listed
• Sneaking Syntax into Transformer Language Models with Tree Regularization
  28 Nov 2024 0 repositories listed
• Trajectory Attention for Fine-grained Video Motion Control
  28 Nov 2024 0 repositories listed
• CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
  25 Nov 2024 0 repositories listed
• PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation
  24 Nov 2024 0 repositories listed
• On Generalization Bounds for Neural Networks with Low Rank Layers
  20 Nov 2024 0 repositories listed
• STREAM: A Universal State-Space Model for Sparse Geometric Data
  19 Nov 2024 0 repositories listed
• ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling
  17 Nov 2024 0 repositories listed
• Partitioning Message Passing for Graph Fraud Detection
  16 Nov 2024 0 repositories listed
• Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
  15 Nov 2024 0 repositories listed
• Bayesian Comparisons Between Representations
  13 Nov 2024 0 repositories listed
• MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking
  13 Nov 2024 0 repositories listed
• SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
  11 Nov 2024 0 repositories listed
• Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs
  8 Nov 2024 0 repositories listed
• Impact of Label Noise on Learning Complex Features
  7 Nov 2024 0 repositories listed
• UEVAVD: A Dataset for Developing UAV's Eye View Active Object Detection
  7 Nov 2024 0 repositories listed
• Interpretable Predictive Models for Healthcare via Rational Logistic Regression
  5 Nov 2024 0 repositories listed
• Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models
  31 Oct 2024 0 repositories listed
• Addressing Issues with Working Memory in Video Object Segmentation
  29 Oct 2024 0 repositories listed
• Training the Untrainable: Introducing Inductive Bias via Representational Alignment
  26 Oct 2024 0 repositories listed
• Analyzing Generative Models by Manifold Entropic Metrics
  25 Oct 2024 0 repositories listed
• Interleaving Text and Number Embeddings to Solve Mathemathics Problems
  25 Oct 2024 0 repositories listed
• A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics
  24 Oct 2024 0 repositories listed
• SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
  24 Oct 2024 0 repositories listed
• Identifiable Representation and Model Learning for Latent Dynamic Systems
  23 Oct 2024 0 repositories listed
• Relaxed Equivariance via Multitask Learning
  23 Oct 2024 0 repositories listed
• EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding
  22 Oct 2024 0 repositories listed
• Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence
  22 Oct 2024 0 repositories listed
• LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias
  22 Oct 2024 0 repositories listed
• Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series
  16 Oct 2024 0 repositories listed
• Deep Linear Probe Generators for Weight Space Learning
  14 Oct 2024 0 repositories listed
• Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions
  12 Oct 2024 0 repositories listed
• Interpolated-MLPs: Controllable Inductive Bias
  12 Oct 2024 0 repositories listed
• Power-Softmax: Towards Secure LLM Inference over Encrypted Data
  12 Oct 2024 0 repositories listed
• Low-Dimension-to-High-Dimension Generalization And Its Implications for Length Generalization
  11 Oct 2024 0 repositories listed
• Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
  10 Oct 2024 0 repositories listed
• Masked Generative Priors Improve World Models Sequence Modelling Capabilities
  10 Oct 2024 0 repositories listed
• Failure-Proof Non-Contrastive Self-Supervised Learning
  7 Oct 2024 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Symmetry From Scratch: Group Equivariance as a Supervised Learning Task
  5 Oct 2024 0 repositories listed
• HRVMamba: High-Resolution Visual State Space Model for Dense Prediction
  4 Oct 2024 0 repositories listed
• Latent Action Priors for Locomotion with Deep Reinforcement Learning
  4 Oct 2024 0 repositories listed
• Linear Transformer Topological Masking with Graph Random Features
  4 Oct 2024 0 repositories listed
• Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
  3 Oct 2024 0 repositories listed
• Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
  3 Oct 2024 0 repositories listed
• Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization
  2 Oct 2024 0 repositories listed
• Equivariant score-based generative models provably learn distributions with symmetries efficiently
  2 Oct 2024 0 repositories listed
• Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation
  1 Oct 2024 0 repositories listed
• On the Inductive Bias of Stacking Towards Improving Reasoning
  27 Sep 2024 0 repositories listed
• Sequencing the Neurome: Towards Scalable Exact Parameter Reconstruction of Black-Box Neural Networks
  27 Sep 2024 0 repositories listed
• Stimulus-to-Stimulus Learning in RNNs with Cortical Inductive Biases
  20 Sep 2024 0 repositories listed
• Multichannel-to-Multichannel Target Sound Extraction Using Direction and Timestamp Clues
  19 Sep 2024 0 repositories listed
• Learning Generalized Hamiltonians using fully Symplectic Mappings
  17 Sep 2024 0 repositories listed
• VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis
  12 Sep 2024 0 repositories listed
• Differentiable programming across the PDE and Machine Learning barrier
  9 Sep 2024 0 repositories listed
• Symmetry constrained neural networks for detection and localization of damage in metal plates
  9 Sep 2024 0 repositories listed
• Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG
  5 Sep 2024 0 repositories listed
• MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling
  4 Sep 2024 0 repositories listed
• UniTT-Stereo: Unified Training of Transformer for Enhanced Stereo Matching
  4 Sep 2024 0 repositories listed
• On the Design Space Between Transformers and Recursive Neural Nets
  3 Sep 2024 0 repositories listed
• Maelstrom Networks
  29 Aug 2024 0 repositories listed
• The Role of Fibration Symmetries in Geometric Deep Learning
  28 Aug 2024 0 repositories listed
• S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
  27 Aug 2024 0 repositories listed
• Equivariant Reinforcement Learning under Partial Observability
  26 Aug 2024 0 repositories listed
• MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
  19 Aug 2024 0 repositories listed
• Body Transformer: Leveraging Robot Embodiment for Policy Learning
  12 Aug 2024 0 repositories listed
• EqNIO: Subequivariant Neural Inertial Odometry
  12 Aug 2024 0 repositories listed
• Block-Operations: Using Modular Routing to Improve Compositional Generalization
  1 Aug 2024 0 repositories listed
• Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks
  30 Jul 2024 0 repositories listed
• The Role of Temporal Hierarchy in Spiking Neural Networks
  26 Jul 2024 0 repositories listed
• DSP-informed bandwidth extension using locally-conditioned excitation and linear time-varying filter subnetworks
  22 Jul 2024 0 repositories listed
• HDT: Hierarchical Document Transformer
  11 Jul 2024 0 repositories listed
• How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation
  11 Jul 2024 0 repositories listed
• Teaching Transformers Causal Reasoning through Axiomatic Training
  10 Jul 2024 0 repositories listed
• Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention
  8 Jul 2024 0 repositories listed Syntology 4 ran (of which 4 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) · 6 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 10 harvested samples) · 10 pointer-only (licence)
• Understanding Visual Feature Reliance through the Lens of Complexity
  8 Jul 2024 0 repositories listed
• Exploiting the equivalence between quantum neural networks and perceptrons
  5 Jul 2024 0 repositories listed
• Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints
  4 Jul 2024 0 repositories listed
• Do Quantum Neural Networks have Simplicity Bias?
  3 Jul 2024 0 repositories listed
• Detecting and Identifying Selection Structure in Sequential Data
  29 Jun 2024 0 repositories listed
• Sequential Disentanglement by Extracting Static Information From A Single Sequence Element
  26 Jun 2024 0 repositories listed
• Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs
  24 Jun 2024 0 repositories listed
• Graph Structure Learning with Interpretable Bayesian Neural Networks
  20 Jun 2024 0 repositories listed
• Scalable unsupervised alignment of general metric and non-metric structures
  19 Jun 2024 0 repositories listed
• Delay Embedding Theory of Neural Sequence Models
  17 Jun 2024 0 repositories listed
• DocNet: Semantic Structure in Inductive Bias Detection Models
  16 Jun 2024 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 2026-09-28, 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.