| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| Contrastive Prototypical Network with Wasserstein Confidence Penalty | Oct 21, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 |
| Learning Robust Dynamics through Variational Sparse Gating | Oct 21, 2022 | Inductive Bias | CodeCode Available | 1 |
| 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 |
| 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 |
