| Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images | May 25, 2021 | Few-Shot LearningInductive Bias | —Unverified | 0 |
| Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification? | May 21, 2021 | Inductive BiasNode Classification | —Unverified | 0 |
| How Gradient Descent Separates Data with Neural Collapse: A Layer-Peeled Perspective | May 21, 2021 | Inductive Bias | —Unverified | 0 |
| Backdoor Attacks on Self-Supervised Learning | May 21, 2021 | Backdoor AttackInductive Bias | CodeCode Available | 1 |
| Learning Visible Connectivity Dynamics for Cloth Smoothing | May 21, 2021 | Deformable Object ManipulationInductive Bias | CodeCode Available | 1 |
| Data-Free Knowledge Distillation for Heterogeneous Federated Learning | May 20, 2021 | Data-free Knowledge DistillationFederated Learning | CodeCode Available | 1 |
| Medical Image Segmentation Using Squeeze-and-Expansion Transformers | May 20, 2021 | Brain Tumor SegmentationDomain Generalization | CodeCode Available | 1 |
| Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach | May 18, 2021 | Inductive BiasMulti-agent Reinforcement Learning | —Unverified | 0 |
| A Cognitive Regularizer for Language Modeling | May 15, 2021 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL | May 14, 2021 | Inductive BiasMeta Reinforcement Learning | —Unverified | 0 |
| ChaRRNets: Channel Robust Representation Networks for RF Fingerprinting | May 8, 2021 | Inductive Bias | —Unverified | 0 |
| Towards Error Measures which Influence a Learners Inductive Bias to the Ground Truth | May 4, 2021 | Inductive Biasregression | —Unverified | 0 |
| On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning | May 4, 2021 | Behavioural cloningDeep Reinforcement Learning | —Unverified | 0 |
| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| A neural anisotropic view of underspecification in deep learning | Apr 29, 2021 | Deep LearningFairness | —Unverified | 0 |
| Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? | Apr 27, 2021 | Inductive Bias | CodeCode Available | 0 |
| Code Structure Guided Transformer for Source Code Summarization | Apr 19, 2021 | Code SummarizationInductive Bias | —Unverified | 0 |
| Agent-Centric Representations for Multi-Agent Reinforcement Learning | Apr 19, 2021 | Inductive BiasMulti-agent Reinforcement Learning | —Unverified | 0 |
| Pareto Self-Supervised Training for Few-Shot Learning | Apr 16, 2021 | Auxiliary LearningFew-Shot Learning | —Unverified | 0 |
| Joint Attention for Multi-Agent Coordination and Social Learning | Apr 15, 2021 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies | Apr 12, 2021 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Autoequivariant Network Search via Group Decomposition | Apr 10, 2021 | Inductive BiasNeural Architecture Search | CodeCode Available | 0 |
| Scaling up graph homomorphism for classification via sampling | Apr 8, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Towards Enabling Meta-Learning from Target Models | Apr 8, 2021 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
