| Instance-Conditional Timescales of Decay for Non-Stationary Learning | Dec 12, 2022 | Continual LearningMeta-Learning | —Unverified | 0 |
| Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification | Dec 11, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability | Dec 10, 2022 | Meta-Learning | CodeCode Available | 0 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning | Dec 8, 2022 | Cancer ClassificationContrastive Learning | CodeCode Available | 1 |
| Learning Domain Invariant Prompt for Vision-Language Models | Dec 8, 2022 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 |
| Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning | Dec 7, 2022 | Active LearningEfficient Exploration | —Unverified | 0 |
| Few-Shot Preference Learning for Human-in-the-Loop RL | Dec 6, 2022 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
| Meta-Learning Fast Weight Language Models | Dec 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-General Crowd Counting in Unseen Scenarios | Dec 5, 2022 | Crowd CountingDisentanglement | CodeCode Available | 1 |
| DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization | Dec 5, 2022 | Bilevel OptimizationMeta-Learning | —Unverified | 0 |
| Meta Learning for Few-Shot Medical Text Classification | Dec 3, 2022 | ClassificationMeta-Learning | —Unverified | 0 |
| Meta-Shop: Improving Item Advertisement For Small Businesses | Dec 2, 2022 | Meta-LearningRecommendation Systems | —Unverified | 0 |
| Adaptive Robust Model Predictive Control via Uncertainty Cancellation | Dec 2, 2022 | Meta-LearningModel Predictive Control | —Unverified | 0 |
| Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning | Dec 2, 2022 | Domain GeneralizationGraph Neural Network | —Unverified | 0 |
| On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning | Dec 2, 2022 | Federated LearningMeta-Learning | —Unverified | 0 |
| Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss | Nov 29, 2022 | Depth EstimationFace Anti-Spoofing | —Unverified | 0 |
| Rethinking the Number of Shots in Robust Model-Agnostic Meta-Learning | Nov 28, 2022 | Meta-Learning | —Unverified | 0 |
| Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection | Nov 27, 2022 | Few-Shot Object DetectionMeta-Learning | —Unverified | 0 |
| Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models | Nov 27, 2022 | BlockingMeta-Learning | CodeCode Available | 1 |
| Multi-Modal Few-Shot Temporal Action Detection | Nov 27, 2022 | Action DetectionFew-Shot Object Detection | CodeCode Available | 1 |
| Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning | Nov 26, 2022 | DisentanglementMeta-Learning | CodeCode Available | 0 |
| Meta-Learning for Automated Selection of Anomaly Detectors for Semi-Supervised Datasets | Nov 24, 2022 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| Meta-Learning the Inductive Biases of Simple Neural Circuits | Nov 24, 2022 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Learning to Rasterize Differentiably | Nov 23, 2022 | Inverse RenderingMeta-Learning | CodeCode Available | 0 |
