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Inductive Bias

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Showing 551–600 of 1529 papers

TitleStatusHype
Effective and Interpretable Information Aggregation with Capacity Networks—0
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation—0
Echo Planning for Autonomous Driving: From Current Observations to Future Trajectories and Back—0
Can Large Language Models Adapt to Other Agents In-Context?—0
Bundle Neural Networks for message diffusion on graphs—0
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay—0
A Gap Between the Gaussian RKHS and Neural Networks: An Infinite-Center Asymptotic Analysis—0
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering—0
Knowledge-Based Distant Regularization in Learning Probabilistic Models—0
Learning Multiplicative Interactions with Bayesian Neural Networks for Visual-Inertial Odometry—0
Building Hybrid B-Spline And Neural Network Operators—0
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks—0
A Principled Permutation Invariant Approach to Mean-Field Multi-Agent Reinforcement Learning—0
Interpretable Convolutional Filters with SincNet—0
DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation—0
Spectal Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning—0
Dual Reinforcement-Based Specification Generation for Image De-Rendering—0
Towards Better Understanding of Disentangled Representations via Mutual Information—0
Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks—0
Interpretable Convolutional Filters with SincNet—0
Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images—0
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence—0
DSplats: 3D Generation by Denoising Splats-Based Multiview Diffusion Models—0
DSP-informed bandwidth extension using locally-conditioned excitation and linear time-varying filter subnetworks—0
Brain insights improve RNNs' accuracy and robustness for hierarchical control of continually learned autonomous motor motifs—0
Interleaving Text and Number Embeddings to Solve Mathemathics Problems—0
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data—0
Double Descent in Portfolio Optimization: Dance between Theoretical Sharpe Ratio and Estimation Accuracy—0
A Circuit Complexity Formulation of Algorithmic Information Theory—0
Interpolated-MLPs: Controllable Inductive Bias—0
Interpretable Predictive Models for Healthcare via Rational Logistic Regression—0
Do Quantum Neural Networks have Simplicity Bias?—0
Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy—0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation—0
Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks—0
Do deep neural networks have an inbuilt Occam's razor?—0
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance—0
Applying statistical learning theory to deep learning—0
DocNet: Semantic Structure in Inductive Bias Detection Models—0
DNF-Net: A Neural Architecture for Tabular Data—0
Boosting Image Recognition with Non-differentiable Constraints—0
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer—0
Applying Plain Transformers to Real-World Point Clouds—0
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval—0
Application of Structured State Space Models to High energy physics with locality-sensitive hashing—0
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models—0
ADIS-GAN: Affine Disentangled GAN—0
Diverse Projection Ensembles for Distributional Reinforcement Learning—0
Bond Graphs for multi-physics informed Neural Networks for multi-variate time series—0
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes—0
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