| SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation | Oct 27, 2023 | DecoderGraph Generation | CodeCode Available | 0 |
| C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder | Oct 26, 2023 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Graph Deep Learning for Time Series Forecasting | Oct 24, 2023 | Deep LearningInductive Bias | —Unverified | 0 |
| Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries | Oct 23, 2023 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning | Oct 17, 2023 | Inductive BiasLifelong learning | CodeCode Available | 0 |
| LPFormer: An Adaptive Graph Transformer for Link Prediction | Oct 17, 2023 | Inductive BiasLink Prediction | CodeCode Available | 1 |
| GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics | Oct 13, 2023 | Inductive Bias | CodeCode Available | 1 |
| TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems | Oct 10, 2023 | Graph Neural NetworkInductive Bias | CodeCode Available | 1 |
| EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention | Oct 10, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| How Graph Neural Networks Learn: Lessons from Training Dynamics | Oct 8, 2023 | Inductive Bias | CodeCode Available | 1 |
| PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps | Oct 6, 2023 | Binary ClassificationDrug Discovery | CodeCode Available | 0 |
| xVal: A Continuous Numerical Tokenization for Scientific Language Models | Oct 4, 2023 | Computational EfficiencyInductive Bias | CodeCode Available | 1 |
| Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse | Oct 3, 2023 | feature selectionimage-classification | CodeCode Available | 0 |
| Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images | Oct 3, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Locality-Aware Graph-Rewiring in GNNs | Oct 2, 2023 | Inductive Bias | —Unverified | 0 |
| JPEG Information Regularized Deep Image Prior for Denoising | Oct 2, 2023 | DenoisingImage Denoising | —Unverified | 0 |
| SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation | Oct 1, 2023 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
| Distilling Inductive Bias: Knowledge Distillation Beyond Model Compression | Sep 30, 2023 | Inductive BiasKnowledge Distillation | —Unverified | 0 |
| Sheaf Hypergraph Networks | Sep 29, 2023 | Inductive BiasNode Classification | —Unverified | 0 |
| Multi-Dimensional Hyena for Spatial Inductive Bias | Sep 24, 2023 | Inductive Bias | —Unverified | 0 |
| Associative Transformer | Sep 22, 2023 | Artificial Global WorkspaceImage Classification | CodeCode Available | 0 |
| Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection | Sep 21, 2023 | Change DetectionInductive Bias | CodeCode Available | 0 |
| A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing | Sep 19, 2023 | Inductive Bias | CodeCode Available | 0 |
| Padding Aware Neurons | Sep 14, 2023 | Inductive Bias | CodeCode Available | 0 |
| SnakeGAN: A Universal Vocoder Leveraging DDSP Prior Knowledge and Periodic Inductive Bias | Sep 14, 2023 | Audio SynthesisGenerative Adversarial Network | —Unverified | 0 |
