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Inductive Bias

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Showing 101–150 of 1529 papers

TitleStatusHype
Multiple Invertible and Partial-Equivariant Function for Latent Vector Transformation to Enhance Disentanglement in VAEs—0
Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks—0
Kronecker Mask and Interpretive Prompts are Language-Action Video LearnersCode0
Is In-Context Universality Enough? MLPs are Also Universal In-Context—0
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model AdaptationCode1
Estimating the Probability of Sampling a Trained Neural Network at Random—0
On the inductive bias of infinite-depth ResNets and the bottleneck rank—0
Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction—0
Beyond In-Distribution Performance: A Cross-Dataset Study of Trajectory Prediction Robustness—0
Application of Structured State Space Models to High energy physics with locality-sensitive hashing—0
The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression—0
Causal vs. Anticausal merging of predictors—0
Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction—0
Symmetry and Generalisation in Machine Learning—0
Data Distributional Properties As Inductive Bias for Systematic Generalization—0
Weakly Supervised Semantic Segmentation via Progressive Confidence Region ExpansionCode0
Perceptual Inductive Bias Is What You Need Before Contrastive Learning—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Can Large Language Models Adapt to Other Agents In-Context?—0
From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba—0
Temporally Consistent Object-Centric Learning by Contrasting Slots—0
Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration—0
Deep Random Features for Scalable Interpolation of Spatiotemporal DataCode1
Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?Code0
DSplats: 3D Generation by Denoising Splats-Based Multiview Diffusion Models—0
Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks—0
3D-Consistent Image Inpainting with Diffusion Models—0
Learning Symmetries via Weight-Sharing with Doubly Stochastic TensorsCode0
Towards Zero-shot 3D Anomaly Localization—0
Training MLPs on Graphs without SupervisionCode1
GQWformer: A Quantum-based Transformer for Graph Representation Learning—0
RandAR: Decoder-only Autoregressive Visual Generation in Random Orders—0
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis—0
Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection—0
Trajectory Attention for Fine-grained Video Motion Control—0
Sneaking Syntax into Transformer Language Models with Tree Regularization—0
Double Descent in Portfolio Optimization: Dance between Theoretical Sharpe Ratio and Estimation Accuracy—0
Object-centric proto-symbolic behavioural reasoning from pixelsCode0
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction—0
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation—0
Faithful Label-free Knowledge DistillationCode0
On Generalization Bounds for Neural Networks with Low Rank Layers—0
STREAM: A Universal State-Space Model for Sparse Geometric Data—0
ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling—0
Partitioning Message Passing for Graph Fraud Detection—0
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data—0
Bayesian Comparisons Between Representations—0
MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking—0
SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation—0
Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs—0
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