| Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets | Oct 12, 2022 | Inductive Bias | CodeCode Available | 1 |
| Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules | Oct 7, 2022 | DenoisingImage Generation | CodeCode Available | 1 |
| SimPer: Simple Self-Supervised Learning of Periodic Targets | Oct 6, 2022 | Inductive BiasSelf-Supervised Learning | CodeCode Available | 1 |
| Predictive Inference with Feature Conformal Prediction | Oct 1, 2022 | Conformal PredictionImage Segmentation | CodeCode Available | 1 |
| Dual Progressive Transformations for Weakly Supervised Semantic Segmentation | Sep 30, 2022 | Inductive BiasObject | CodeCode Available | 1 |
| DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body | Sep 28, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Distribution inference risks: Identifying and mitigating sources of leakage | Sep 18, 2022 | Inductive Bias | CodeCode Available | 1 |
| A Light Recipe to Train Robust Vision Transformers | Sep 15, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies | Sep 3, 2022 | BinarizationInductive Bias | CodeCode Available | 1 |
| Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding | Aug 25, 2022 | 3D Point Cloud ClassificationInductive Bias | CodeCode Available | 1 |
| Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing | Aug 17, 2022 | Graph LearningGraph structure learning | CodeCode Available | 1 |
| Semi-supervised Vision Transformers at Scale | Aug 11, 2022 | Inductive BiasSemi-Supervised Image Classification | CodeCode Available | 1 |
| Equivariance and Invariance Inductive Bias for Learning from Insufficient Data | Jul 25, 2022 | Inductive Bias | CodeCode Available | 1 |
| Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning | Jul 23, 2022 | Inductive BiasNetHack | CodeCode Available | 1 |
| Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation | Jul 22, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 |
| Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis | Jul 16, 2022 | DeblurringImage Generation | CodeCode Available | 1 |
| Convolutional Bypasses Are Better Vision Transformer Adapters | Jul 14, 2022 | Few-Shot LearningInductive Bias | CodeCode Available | 1 |
| LightViT: Towards Light-Weight Convolution-Free Vision Transformers | Jul 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Verifying the Union of Manifolds Hypothesis for Image Data | Jul 6, 2022 | Inductive Bias | CodeCode Available | 1 |
| Pure Transformers are Powerful Graph Learners | Jul 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Compressing Features for Learning with Noisy Labels | Jun 27, 2022 | Feature CompressionFeature Importance | CodeCode Available | 1 |
| Understanding convolution on graphs via energies | Jun 22, 2022 | Inductive BiasNode Classification | CodeCode Available | 1 |
| Polar Parametrization for Vision-based Surround-View 3D Detection | Jun 22, 2022 | Inductive BiasPosition | CodeCode Available | 1 |
| Generative Modelling With Inverse Heat Dissipation | Jun 21, 2022 | DisentanglementImage Generation | CodeCode Available | 1 |
