| Vision Transformer Equipped with Neural Resizer on Facial Expression Recognition Task | Apr 5, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Zero-shot Blind Image Denoising via Implicit Neural Representations | Apr 5, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning | Apr 4, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 0 |
| Simplicial Embeddings in Self-Supervised Learning and Downstream Classification | Apr 1, 2022 | ClassificationInductive Bias | CodeCode Available | 1 |
| Mutual information estimation for graph convolutional neural networks | Mar 31, 2022 | Inductive BiasInformation Plane | —Unverified | 0 |
| Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization | Mar 31, 2022 | Action LocalizationClassification | CodeCode Available | 1 |
| A single Long Short-Term Memory network for enhancing the prediction of path-dependent plasticity with material heterogeneity and anisotropy | Mar 29, 2022 | Inductive Bias | —Unverified | 0 |
| Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation | Mar 29, 2022 | energy managementInductive Bias | —Unverified | 0 |
| Brain-inspired Multilayer Perceptron with Spiking Neurons | Mar 28, 2022 | Inductive Bias | CodeCode Available | 4 |
| Error Correction Code Transformer | Mar 27, 2022 | Inductive Bias | CodeCode Available | 1 |
| DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation | Mar 27, 2022 | Depth EstimationInductive Bias | CodeCode Available | 0 |
| 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 |
| Transforming Model Prediction for Tracking | Mar 21, 2022 | Inductive Biasmodel | —Unverified | 0 |
| Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models | Mar 17, 2022 | Inductive Bias | CodeCode Available | 0 |
| 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 |
| Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation | Mar 15, 2022 | DecoderInductive Bias | —Unverified | 0 |
| Self-Promoted Supervision for Few-Shot Transformer | Mar 14, 2022 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| Deep Transformers Thirst for Comprehensive-Frequency Data | Mar 14, 2022 | Inductive Bias | CodeCode Available | 0 |
| 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 |
| Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control | Mar 11, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| The Transitive Information Theory and its Application to Deep Generative Models | Mar 9, 2022 | Inductive BiasVariational Inference | —Unverified | 0 |
| Regularized Deep Signed Distance Fields for Reactive Motion Generation | Mar 9, 2022 | Inductive BiasMotion Generation | —Unverified | 0 |
| Towards Universal Texture Synthesis by Combining Texton Broadcasting with Noise Injection in StyleGAN-2 | Mar 8, 2022 | DiversityInductive Bias | CodeCode Available | 1 |
