| Semantic Borrowing for Generalized Zero-Shot Learning | Jan 30, 2021 | Generalized Zero-Shot LearningMetric Learning | —Unverified | 0 |
| Learning Portrait Style Representations | Dec 8, 2020 | Image Generationzero-shot-classification | CodeCode Available | 0 |
| Effective Few-Shot Classification with Transfer Learning | Dec 1, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations | Oct 22, 2020 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Learning Clusterable Visual Features for Zero-Shot Recognition | Oct 7, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge | Jul 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Toward Zero-Shot Unsupervised Image-to-Image Translation | Jul 28, 2020 | AttributeImage-to-Image Translation | CodeCode Available | 1 |
| ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions | Jul 23, 2020 | Cross-Modal Information RetrievalImage Retrieval | CodeCode Available | 0 |
| Discovering Human Interactions With Novel Objects via Zero-Shot Learning | Jun 1, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Unifying Few- and Zero-Shot Egocentric Action Recognition | May 27, 2020 | Action RecognitionBenchmarking | —Unverified | 0 |
| AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings | May 27, 2020 | DecoderGeneralized Zero-Shot Learning | —Unverified | 0 |
| Deep Learning Models for Multilingual Hate Speech Detection | Apr 14, 2020 | Deep LearningHate Speech Detection | CodeCode Available | 1 |
| Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification | Mar 17, 2020 | Action ClassificationClassification | CodeCode Available | 1 |
| Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages | Jan 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 1 |
| Relation-based Generalized Zero-shot Classification with the Domain Discriminator on the shared representation | Sep 25, 2019 | AttributeGeneralized Zero-Shot Learning | —Unverified | 0 |
| Episode-based Prototype Generating Network for Zero-Shot Learning | Sep 8, 2019 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 |
| A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification | Aug 26, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| Dataset Mention Extraction and Classification | Jun 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification | Jun 1, 2019 | General ClassificationGeneralized Zero-Shot Learning | —Unverified | 0 |
| Gradient Matching Generative Networks for Zero-Shot Learning | Jun 1, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| CLAREL: Classification via retrieval loss for zero-shot learning | May 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Task-Driven Modular Networks for Zero-Shot Compositional Learning | May 15, 2019 | AttributeNovel Concepts | CodeCode Available | 0 |
| Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning | Dec 1, 2018 | General ClassificationMulti-class Classification | CodeCode Available | 0 |
| Zero-shot Relation Classification as Textual Entailment | Nov 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
