| Learning Robust Dynamics through Variational Sparse Gating | Oct 21, 2022 | Inductive Bias | CodeCode Available | 1 |
| Large-scale learning of generalised representations for speaker recognition | Oct 20, 2022 | Inductive BiasSpeaker Recognition | —Unverified | 0 |
| A Dimension-Augmented Physics-Informed Neural Network (DaPINN) with High Level Accuracy and Efficiency | Oct 19, 2022 | Inductive Bias | —Unverified | 0 |
| Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel | Oct 18, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Modeling Context With Linear Attention for Scalable Document-Level Translation | Oct 16, 2022 | Document Level Machine TranslationDocument Translation | CodeCode Available | 0 |
| Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds | Oct 14, 2022 | 3D Point Cloud Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| Revisiting Heterophily For Graph Neural Networks | Oct 14, 2022 | Inductive BiasNode Classification | CodeCode Available | 1 |
| Model-Based Imitation Learning for Urban Driving | Oct 14, 2022 | 3D geometryAutonomous Driving | CodeCode Available | 2 |
| Vision Transformers provably learn spatial structure | Oct 13, 2022 | Binary ClassificationInductive Bias | —Unverified | 0 |
| Fast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference | Oct 13, 2022 | Inductive BiasState Space Models | —Unverified | 0 |
| Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models | Oct 13, 2022 | Fairnessimage-classification | —Unverified | 0 |
| Learning Physical Dynamics with Subequivariant Graph Neural Networks | Oct 13, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces | Oct 12, 2022 | Inductive BiasState Space Models | —Unverified | 0 |
| A Generalist Framework for Panoptic Segmentation of Images and Videos | Oct 12, 2022 | Inductive BiasPanoptic Segmentation | —Unverified | 0 |
| Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets | Oct 12, 2022 | Inductive Bias | CodeCode Available | 1 |
| Fast-ParC: Capturing Position Aware Global Feature for ConvNets and ViTs | Oct 8, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Bird-Eye Transformers for Text Generation Models | Oct 8, 2022 | AttributeInductive Bias | CodeCode Available | 3 |
| Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules | Oct 7, 2022 | DenoisingImage Generation | CodeCode Available | 1 |
| Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints | Oct 6, 2022 | Inductive Bias | CodeCode Available | 0 |
| SimPer: Simple Self-Supervised Learning of Periodic Targets | Oct 6, 2022 | Inductive BiasSelf-Supervised Learning | CodeCode Available | 1 |
| Towards Flexible Inductive Bias via Progressive Reparameterization Scheduling | Oct 4, 2022 | Inductive BiasScheduling | —Unverified | 0 |
| spred: Solving L_1 Penalty with SGD | Oct 3, 2022 | Inductive BiasNeural Network Compression | CodeCode Available | 0 |
| Smooth image-to-image translations with latent space interpolations | Oct 3, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| 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 |
