| Structural Causal 3D Reconstruction | Jul 20, 2022 | 3D Object Reconstruction3D Reconstruction | —Unverified | 0 |
| HyperInvariances: Amortizing Invariance Learning | Jul 17, 2022 | Inductive Bias | —Unverified | 0 |
| Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis | Jul 16, 2022 | DeblurringImage Generation | CodeCode Available | 1 |
| Lightweight Vision Transformer with Cross Feature Attention | Jul 15, 2022 | DecoderInductive Bias | —Unverified | 0 |
| Convolutional Bypasses Are Better Vision Transformer Adapters | Jul 14, 2022 | Few-Shot LearningInductive Bias | CodeCode Available | 1 |
| Forming Trees with Treeformers | Jul 14, 2022 | Abstractive Text SummarizationInductive Bias | —Unverified | 0 |
| Learning Deep Time-index Models for Time Series Forecasting | Jul 13, 2022 | Inductive BiasMeta-Learning | CodeCode Available | 2 |
| Pyramid Transformer for Traffic Sign Detection | Jul 13, 2022 | Inductive BiasSelf-Driving Cars | —Unverified | 0 |
| LightViT: Towards Light-Weight Convolution-Free Vision Transformers | Jul 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Size and depth of monotone neural networks: interpolation and approximation | Jul 12, 2022 | Inductive Bias | CodeCode Available | 0 |
| Physics Informed Symbolic Networks | Jul 11, 2022 | Inductive Bias | —Unverified | 0 |
| DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer | Jul 10, 2022 | FormInductive Bias | CodeCode Available | 2 |
| A law of adversarial risk, interpolation, and label noise | Jul 8, 2022 | Inductive Bias | —Unverified | 0 |
| Pure Transformers are Powerful Graph Learners | Jul 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Verifying the Union of Manifolds Hypothesis for Image Data | Jul 6, 2022 | Inductive Bias | CodeCode Available | 1 |
| Generalization to translation shifts: a study in architectures and augmentations | Jul 5, 2022 | Data Augmentationimage-classification | —Unverified | 0 |
| SNeRF: Stylized Neural Implicit Representations for 3D Scenes | Jul 5, 2022 | GPUInductive Bias | —Unverified | 0 |
| Ultra-Low-Bitrate Speech Coding with Pretrained Transformers | Jul 5, 2022 | DecoderInductive Bias | —Unverified | 0 |
| Learning Disentangled Representations for Controllable Human Motion Prediction | Jul 4, 2022 | Human motion predictionInductive Bias | —Unverified | 0 |
| Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention | Jul 1, 2022 | Inductive BiasSystematic Generalization | —Unverified | 0 |
| Group-invariant tensor train networks for supervised learning | Jun 30, 2022 | BIG-bench Machine LearningInductive Bias | —Unverified | 0 |
| Visual Pre-training for Navigation: What Can We Learn from Noise? | Jun 30, 2022 | Inductive BiasNavigate | CodeCode Available | 0 |
| ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion | Jun 29, 2022 | Inductive BiasKnowledge Graph Completion | CodeCode Available | 0 |
| Compressing Features for Learning with Noisy Labels | Jun 27, 2022 | Feature CompressionFeature Importance | CodeCode Available | 1 |
| Prompting Decision Transformer for Few-Shot Policy Generalization | Jun 27, 2022 | Few-Shot LearningInductive Bias | —Unverified | 0 |
