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Inductive Bias

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TitleStatusHype
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral StreamCode0
UEVAVD: A Dataset for Developing UAV's Eye View Active Object DetectionCode0
Impact of Label Noise on Learning Complex Features—0
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image GenerationCode1
Graph neural networks and non-commuting operatorsCode0
Interpretable Predictive Models for Healthcare via Rational Logistic Regression—0
Learning General-Purpose Biomedical Volume Representations using Randomized SynthesisCode2
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language ModelsCode1
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian StructureCode1
Context-Aware Testing: A New Paradigm for Model Testing with Large Language ModelsCode0
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models—0
Addressing Issues with Working Memory in Video Object Segmentation—0
On Inductive Biases That Enable Generalization of Diffusion TransformersCode0
Training the Untrainable: Introducing Inductive Bias via Representational Alignment—0
Analyzing Generative Models by Manifold Entropic Metrics—0
Interleaving Text and Number Embeddings to Solve Mathemathics Problems—0
A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics—0
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions—0
Relaxed Equivariance via Multitask Learning—0
Identifiable Representation and Model Learning for Latent Dynamic Systems—0
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence—0
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding—0
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias—0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial ModelingCode0
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