| Simplicial Embeddings in Self-Supervised Learning and Downstream Classification | Apr 1, 2022 | ClassificationInductive Bias | CodeCode Available | 1 |
| Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization | Mar 31, 2022 | Action LocalizationClassification | CodeCode Available | 1 |
| Error Correction Code Transformer | Mar 27, 2022 | Inductive Bias | CodeCode Available | 1 |
| Rich Feature Construction for the Optimization-Generalization Dilemma | Mar 24, 2022 | Inductive BiasKnowledge Distillation | CodeCode Available | 1 |
| Transformer Compressed Sensing via Global Image Tokens | Mar 24, 2022 | compressed sensingInductive Bias | CodeCode Available | 1 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective | Mar 15, 2022 | Inductive Bias | CodeCode Available | 1 |
| Speeding up deep neural network-based planning of local car maneuvers via efficient B-spline path construction | Mar 14, 2022 | Inductive Bias | CodeCode Available | 1 |
| Self-Promoted Supervision for Few-Shot Transformer | Mar 14, 2022 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| Towards Universal Texture Synthesis by Combining Texton Broadcasting with Noise Injection in StyleGAN-2 | Mar 8, 2022 | DiversityInductive Bias | CodeCode Available | 1 |
| Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions | Mar 7, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
| WaveMix: Resource-efficient Token Mixing for Images | Mar 7, 2022 | GPUImage Classification | CodeCode Available | 1 |
| Instance Segmentation for Autonomous Log Grasping in Forestry Operations | Mar 3, 2022 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| A Simple and Universal Rotation Equivariant Point-cloud Network | Mar 2, 2022 | Inductive Bias | CodeCode Available | 1 |
| What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors | Mar 2, 2022 | Inductive BiasTransfer Learning | CodeCode Available | 1 |
| Learning Neural Hamiltonian Dynamics: A Methodological Overview | Feb 28, 2022 | Inductive Bias | CodeCode Available | 1 |
| Robustness and Accuracy Could Be Reconcilable by (Proper) Definition | Feb 21, 2022 | Inductive Bias | CodeCode Available | 1 |
| EINNs: Epidemiologically-informed Neural Networks | Feb 21, 2022 | Inductive Bias | CodeCode Available | 1 |
| GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks | Feb 1, 2022 | Inductive Bias | CodeCode Available | 1 |
| Regression Transformer: Concurrent sequence regression and generation for molecular language modeling | Feb 1, 2022 | Conditional Text GenerationInductive Bias | CodeCode Available | 1 |
| Approximately Equivariant Networks for Imperfectly Symmetric Dynamics | Jan 28, 2022 | Inductive Bias | CodeCode Available | 1 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| Training Vision Transformers with Only 2040 Images | Jan 26, 2022 | Inductive Bias | CodeCode Available | 1 |
| FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control | Jan 26, 2022 | Inductive BiasMusic Generation | CodeCode Available | 1 |
| Spectral Compressive Imaging Reconstruction Using Convolution and Contextual Transformer | Jan 15, 2022 | Inductive Bias | CodeCode Available | 1 |
