| RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs | Oct 25, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder | Oct 25, 2023 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Amortised Inference in Neural Networks for Small-Scale Probabilistic Meta-Learning | Oct 24, 2023 | Bayesian InferenceMeta-Learning | —Unverified | 0 |
| RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction | Oct 24, 2023 | Document-level Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Knowledge-driven Meta-learning for CSI Feedback | Oct 24, 2023 | Meta-Learning | —Unverified | 0 |
| Bayesian Active Learning in the Presence of Nuisance Parameters | Oct 23, 2023 | Active LearningExperimental Design | —Unverified | 0 |
| Meta learning with language models: Challenges and opportunities in the classification of imbalanced text | Oct 23, 2023 | Meta-Learning | CodeCode Available | 0 |
| Implicit meta-learning may lead language models to trust more reliable sources | Oct 23, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Are LSTMs Good Few-Shot Learners? | Oct 22, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Towards Subject Agnostic Affective Emotion Recognition | Oct 20, 2023 | Domain AdaptationEEG | —Unverified | 0 |
| Meta-learning of Physics-informed Neural Networks for Efficiently Solving Newly Given PDEs | Oct 20, 2023 | Meta-Learning | —Unverified | 0 |
| Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning | Oct 19, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Solving Expensive Optimization Problems in Dynamic Environments with Meta-learning | Oct 19, 2023 | Bayesian OptimizationMeta-Learning | CodeCode Available | 0 |
| Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization | Oct 19, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| Bayesian Meta-Learning for Improving Generalizability of Health Prediction Models With Similar Causal Mechanisms | Oct 19, 2023 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 |
| Group Preference Optimization: Few-Shot Alignment of Large Language Models | Oct 17, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 |
| Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification | Oct 16, 2023 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| BioAct-Het: A Heterogeneous Siamese Neural Network for Bioactivity Prediction Using Novel Bioactivity Representatio | Oct 15, 2023 | Drug DiscoveryMeta-Learning | CodeCode Available | 0 |
| AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents | Oct 15, 2023 | In-Context LearningIn-Context Reinforcement Learning | CodeCode Available | 1 |
| Dynamic Link Prediction for New Nodes in Temporal Graph Networks | Oct 15, 2023 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| A Partially Supervised Reinforcement Learning Framework for Visual Active Search | Oct 15, 2023 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
| Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks | Oct 14, 2023 | Meta-Learning | —Unverified | 0 |
| Subspace Adaptation Prior for Few-Shot Learning | Oct 13, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
