| Meta-learning Based Short-Term Passenger Flow Prediction for Newly-Operated Urban Rail Transit Stations | Oct 13, 2022 | ManagementMeta-Learning | —Unverified | 0 |
| Improving the Reliability for Confidence Estimation | Oct 13, 2022 | Depth Estimationimage-classification | —Unverified | 0 |
| Multi-Task Meta Learning: learn how to adapt to unseen tasks | Oct 13, 2022 | Depth EstimationEdge Detection | CodeCode Available | 0 |
| Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets | Oct 13, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Few-shot Relational Reasoning via Connection Subgraph Pretraining | Oct 13, 2022 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness | Oct 12, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification | Oct 12, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| A Unified Framework with Meta-dropout for Few-shot Learning | Oct 12, 2022 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Stock Trading Volume Prediction with Dual-Process Meta-Learning | Oct 11, 2022 | Algorithmic TradingMeta-Learning | CodeCode Available | 1 |
| Discovered Policy Optimisation | Oct 11, 2022 | IngenuityMeta-Learning | CodeCode Available | 3 |
| TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning | Oct 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Meta-Learning with Self-Improving Momentum Target | Oct 11, 2022 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection | Oct 11, 2022 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| Multi-Modal Fusion by Meta-Initialization | Oct 10, 2022 | Few-Shot Learningimage-classification | CodeCode Available | 0 |
| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 |
| DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems | Oct 8, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality | Oct 7, 2022 | Meta-LearningMultimodal Sentiment Analysis | —Unverified | 0 |
| Learning to Learn and Sample BRDFs | Oct 7, 2022 | Meta-Learning | CodeCode Available | 1 |
| Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components | Oct 7, 2022 | Meta-LearningRecommendation Systems | —Unverified | 0 |
| Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps | Oct 7, 2022 | Few-Shot LearningLinear evaluation | —Unverified | 0 |
| Digital Twin-Empowered Network Planning for Multi-Tier Computing | Oct 6, 2022 | ManagementMeta-Learning | —Unverified | 0 |
| Hypernetwork approach to Bayesian MAML | Oct 6, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning | Oct 6, 2022 | Meta-LearningVariational Inference | CodeCode Available | 0 |
| Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction | Oct 6, 2022 | Conformal PredictionMeta-Learning | CodeCode Available | 0 |
| Meta-Ensemble Parameter Learning | Oct 5, 2022 | Knowledge DistillationMeta-Learning | —Unverified | 0 |
