| BMapEst: Estimation of Brain Tissue Probability Maps using a Differentiable MRI Simulator | Apr 23, 2024 | Inductive Bias | CodeCode Available | 0 |
| Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental Fluorosis | Apr 21, 2024 | DecoderInductive Bias | CodeCode Available | 0 |
| Spectral Convolutional Conditional Neural Processes | Apr 19, 2024 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis | Apr 17, 2024 | Causal DiscoveryInductive Bias | CodeCode Available | 0 |
| A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness | Apr 15, 2024 | Inductive BiasSensitivity | CodeCode Available | 0 |
| In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation | Apr 15, 2024 | Conditional Image GenerationDenoising | —Unverified | 0 |
| Technical Report: The Graph Spectral Token -- Enhancing Graph Transformers with Spectral Information | Apr 8, 2024 | Inductive Bias | CodeCode Available | 0 |
| HSViT: Horizontally Scalable Vision Transformer | Apr 8, 2024 | Inductive Bias | CodeCode Available | 1 |
| On Computational Modeling of Sleep-Wake Cycle | Apr 8, 2024 | Dimensionality ReductionInductive Bias | —Unverified | 0 |
| GvT: A Graph-based Vision Transformer with Talking-Heads Utilizing Sparsity, Trained from Scratch on Small Datasets | Apr 7, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Efficient Learnable Collaborative Attention for Single Image Super-Resolution | Apr 7, 2024 | Image Super-ResolutionInductive Bias | —Unverified | 0 |
| Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity | Apr 4, 2024 | Inductive Bias | —Unverified | 0 |
| DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets | Apr 3, 2024 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| Harnessing The Power of Attention For Patch-Based Biomedical Image Classification | Apr 1, 2024 | Data Augmentationimage-classification | —Unverified | 0 |
| Structured Initialization for Attention in Vision Transformers | Apr 1, 2024 | Inductive Bias | CodeCode Available | 0 |
| Unveiling Divergent Inductive Biases of LLMs on Temporal Data | Apr 1, 2024 | Inductive BiasNatural Language Inference | CodeCode Available | 0 |
| Learning to Rank Patches for Unbiased Image Redundancy Reduction | Mar 31, 2024 | Image ReconstructionInductive Bias | CodeCode Available | 0 |
| Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis | Mar 26, 2024 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| Track Everything Everywhere Fast and Robustly | Mar 26, 2024 | Depth EstimationInductive Bias | —Unverified | 0 |
| Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model | Mar 26, 2024 | Inductive BiasState Space Models | CodeCode Available | 0 |
| Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis | Mar 24, 2024 | DecoderImage Compression | —Unverified | 0 |
| Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs | Mar 23, 2024 | Inductive BiasTranslation | —Unverified | 0 |
| Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction | Mar 23, 2024 | compressed sensingImage Generation | CodeCode Available | 1 |
| SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series | Mar 22, 2024 | Inductive BiasMamba | CodeCode Available | 3 |
| Image Classification with Rotation-Invariant Variational Quantum Circuits | Mar 22, 2024 | Classificationimage-classification | —Unverified | 0 |
