| A comparative study between vision transformers and CNNs in digital pathology | Jun 1, 2022 | Inductive Biaswhole slide images | —Unverified | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning | May 30, 2022 | Decision MakingInductive Bias | CodeCode Available | 0 |
| Towards Faithful and Consistent Explanations for Graph Neural Networks | May 27, 2022 | Inductive BiasNetwork Interpretation | —Unverified | 0 |
| ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting | May 27, 2022 | DenoisingInductive Bias | CodeCode Available | 0 |
| MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models | May 27, 2022 | Causal DiscoveryImputation | CodeCode Available | 0 |
| Do we really need temporal convolutions in action segmentation? | May 26, 2022 | Action ClassificationAction Segmentation | CodeCode Available | 0 |
| Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers | May 17, 2022 | Inductive Bias | —Unverified | 0 |
| Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay | May 17, 2022 | Contrastive LearningInductive Bias | —Unverified | 0 |
| Volatility-inspired σ-LSTM cell | May 14, 2022 | EconometricsInductive Bias | —Unverified | 0 |
| Exploiting symmetry in variational quantum machine learning | May 12, 2022 | BIG-bench Machine LearningInductive Bias | —Unverified | 0 |
| Disentangling A Single MR Modality | May 10, 2022 | AnatomyDisentanglement | —Unverified | 0 |
| 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 |
| One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes | May 1, 2022 | Data AugmentationHallucination | —Unverified | 0 |
| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 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 |
| 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 |
| 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 |
| Zero-shot Blind Image Denoising via Implicit Neural Representations | Apr 5, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Vision Transformer Equipped with Neural Resizer on Facial Expression Recognition Task | Apr 5, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning | Apr 4, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 0 |