| Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models | Nov 16, 2021 | Inductive Bias | —Unverified | 0 |
| TRIG: Transformer-Based Text Recognizer with Initial Embedding Guidance | Nov 16, 2021 | DecoderInductive Bias | —Unverified | 0 |
| Towards Comprehensive Monocular Depth Estimation: Multiple Heads Are Better Than One | Nov 16, 2021 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
| Physics in the Machine: Integrating Physical Knowledge in Autonomous Phase-Mapping | Nov 15, 2021 | Inductive BiasMaterials Screening | —Unverified | 0 |
| Multi-Task Neural Processes | Nov 10, 2021 | Bayesian InferenceBrain Image Segmentation | —Unverified | 0 |
| Importance of Kernel Bandwidth in Quantum Machine Learning | Nov 9, 2021 | BIG-bench Machine LearningHyperparameter Optimization | CodeCode Available | 0 |
| A Relational Model for One-Shot Classification | Nov 8, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices | Nov 5, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces | Nov 1, 2021 | Bayesian OptimizationDrug Design | CodeCode Available | 1 |
| Introspective Distillation for Robust Question Answering | Nov 1, 2021 | counterfactualInductive Bias | CodeCode Available | 1 |
