| NetGAN without GAN: From Random Walks to Low-Rank Approximations | Jan 1, 2020 | Inductive Bias | —Unverified | 0 |
| Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters | Jan 1, 2020 | Heuristic SearchInductive Bias | —Unverified | 0 |
| Metagross: Meta Gated Recursive Controller Units for Sequence Modeling | Jan 1, 2020 | Code GenerationInductive Bias | —Unverified | 0 |
| Just Add Functions: A Neural-Symbolic Language Model | Dec 11, 2019 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Neural Module Networks for Reasoning over Text | Dec 10, 2019 | DiversityInductive Bias | CodeCode Available | 0 |
| Minimum Class Confusion for Versatile Domain Adaptation | Dec 8, 2019 | Domain AdaptationInductive Bias | CodeCode Available | 0 |
| Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks | Dec 6, 2019 | Image RetrievalInductive Bias | —Unverified | 0 |
| SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations | Nov 27, 2019 | Image ReconstructionInductive Bias | —Unverified | 0 |
| Towards Better Understanding of Disentangled Representations via Mutual Information | Nov 25, 2019 | DisentanglementInductive Bias | —Unverified | 0 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps | Nov 15, 2019 | DisentanglementInductive Bias | —Unverified | 0 |
| Learning From Brains How to Regularize Machines | Nov 11, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Rate-Regularization and Generalization in VAEs | Nov 11, 2019 | Inductive Bias | —Unverified | 0 |
| High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks | Nov 5, 2019 | Inductive BiasOptical Flow Estimation | —Unverified | 0 |
| HMEAE: Hierarchical Modular Event Argument Extraction | Nov 1, 2019 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 |
| Convolutional Conditional Neural Processes | Oct 29, 2019 | Inductive BiasTime Series | CodeCode Available | 0 |
| Poisson-Randomized Gamma Dynamical Systems | Oct 28, 2019 | Inductive Bias | CodeCode Available | 0 |
| Evaluating Lottery Tickets Under Distributional Shifts | Oct 28, 2019 | Inductive Bias | —Unverified | 0 |
| Differentiable Convex Optimization Layers | Oct 28, 2019 | Inductive Bias | CodeCode Available | 2 |
| Reducing Domain Gap by Reducing Style Bias | Oct 25, 2019 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
| Graph Representation learning for Audio & Music genre Classification | Oct 23, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Robust Ordinal VAE: Employing Noisy Pairwise Comparisons for Disentanglement | Oct 14, 2019 | DisentanglementInductive Bias | —Unverified | 0 |
| R-SQAIR: Relational Sequential Attend, Infer, Repeat | Oct 11, 2019 | Inductive BiasObject | —Unverified | 0 |
| Receding Horizon Curiosity | Oct 8, 2019 | Efficient ExplorationExperimental Design | CodeCode Available | 0 |