| TopicNet: Semantic Graph-Guided Topic Discovery | Oct 27, 2021 | Inductive BiasTopic Models | CodeCode Available | 0 |
| DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation | Mar 27, 2022 | Depth EstimationInductive Bias | CodeCode Available | 0 |
| Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints | Oct 6, 2022 | Inductive Bias | CodeCode Available | 0 |
| Delving Deeper into Cross-lingual Visual Question Answering | Feb 15, 2022 | Inductive BiasQuestion Answering | CodeCode Available | 0 |
| Importance of Kernel Bandwidth in Quantum Machine Learning | Nov 9, 2021 | BIG-bench Machine LearningHyperparameter Optimization | CodeCode Available | 0 |
| On the Inductive Bias of Neural Tangent Kernels | May 29, 2019 | Inductive Bias | CodeCode Available | 0 |
| Topologically Regularized Multiple Instance Learning to Harness Data Scarcity | Jul 26, 2023 | Inductive BiasMultiple Instance Learning | CodeCode Available | 0 |
| Smooth image-to-image translations with latent space interpolations | Oct 3, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage | Mar 11, 2024 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image | Aug 23, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 |
| CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing | Apr 11, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder | Oct 26, 2023 | DisentanglementInductive Bias | CodeCode Available | 0 |
| SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision | Apr 24, 2024 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset | Jun 7, 2019 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Sparse Double Descent in Vision Transformers: real or phantom threat? | Jul 26, 2023 | Inductive Bias | CodeCode Available | 0 |
| Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse | Oct 3, 2023 | feature selectionimage-classification | CodeCode Available | 0 |
| Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems | Oct 29, 2021 | Inductive BiasTraffic Signal Control | CodeCode Available | 0 |
| Defining Expertise: Applications to Treatment Effect Estimation | Mar 1, 2024 | Inductive BiasModel Selection | CodeCode Available | 0 |
| iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer | Apr 25, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks | Oct 22, 2018 | Constituency Grammar InductionInductive Bias | CodeCode Available | 0 |
| Image-to-Image MLP-mixer for Image Reconstruction | Feb 4, 2022 | Compressive SensingDenoising | CodeCode Available | 0 |
| Universal Transformers | Jul 10, 2018 | Inductive BiasLAMBADA | CodeCode Available | 0 |
| On the Identifiability of Quantized Factors | Jun 28, 2023 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences | Mar 15, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| spred: Solving L_1 Penalty with SGD | Oct 3, 2022 | Inductive BiasNeural Network Compression | CodeCode Available | 0 |