| Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay | May 17, 2022 | Contrastive LearningInductive Bias | —Unverified | 0 |
| Discovering and Explaining the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions | May 15, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| Volatility-inspired σ-LSTM cell | May 14, 2022 | EconometricsInductive Bias | —Unverified | 0 |
| A microstructure estimation Transformer inspired by sparse representation for diffusion MRI | May 13, 2022 | Diffusion MRIInductive Bias | CodeCode Available | 1 |
| Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction | May 13, 2022 | Inductive BiasMultiple Instance Learning | CodeCode Available | 1 |
| Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs | May 12, 2022 | DecoderDisentanglement | CodeCode Available | 1 |
| Exploiting symmetry in variational quantum machine learning | May 12, 2022 | BIG-bench Machine LearningInductive Bias | —Unverified | 0 |
| Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio | May 12, 2022 | Data AugmentationDisentanglement | CodeCode Available | 1 |
| Scene Consistency Representation Learning for Video Scene Segmentation | May 11, 2022 | Data AugmentationInductive Bias | CodeCode Available | 1 |
| Disentangling A Single MR Modality | May 10, 2022 | AnatomyDisentanglement | —Unverified | 0 |
| A Structured Span Selector | May 8, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| REMuS-GNN: A Rotation-Equivariant Model for Simulating Continuum Dynamics | May 5, 2022 | Inductive Bias | —Unverified | 0 |
| Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation | May 5, 2022 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| Sequencer: Deep LSTM for Image Classification | May 4, 2022 | Domain Generalizationimage-classification | CodeCode Available | 5 |
| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes | May 1, 2022 | Data AugmentationHallucination | —Unverified | 0 |
| A Theory of Natural Intelligence | Apr 22, 2022 | Inductive Bias | —Unverified | 0 |
| Learning Theory of Mind via Dynamic Traits Attribution | Apr 17, 2022 | Future predictionInductive Bias | —Unverified | 0 |
| Divide & Conquer Imitation Learning | Apr 15, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Leveraging convergence behavior to balance conflicting tasks in multi-task learning | Apr 14, 2022 | Inductive BiasMulti-Task Learning | CodeCode Available | 1 |
| 3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume | Apr 14, 2022 | Inductive BiasPrediction | —Unverified | 0 |
| Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention | Apr 13, 2022 | Inductive Bias | CodeCode Available | 1 |
| Benchmarking Active Learning Strategies for Materials Optimization and Discovery | Apr 12, 2022 | Active LearningBenchmarking | —Unverified | 0 |
| Equivariance Discovery by Learned Parameter-Sharing | Apr 7, 2022 | Inductive BiasTranslation | CodeCode Available | 0 |
| Total Variation Optimization Layers for Computer Vision | Apr 7, 2022 | DenoisingEdge Detection | CodeCode Available | 1 |
