| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning | Mar 3, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic | Jan 9, 2022 | ArticlesMulti-Task Learning | —Unverified | 0 |
| A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision | Dec 27, 2021 | ClassificationImage Captioning | —Unverified | 0 |
| Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification | Dec 24, 2021 | Classificationzero-shot-classification | —Unverified | 0 |
| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 |
| CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision | Dec 14, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| 3D Compositional Zero-shot Learning with DeCompositional Consensus | Nov 29, 2021 | BenchmarkingCompositional Zero-Shot Learning | —Unverified | 0 |
| Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis | Nov 28, 2021 | AttributeClassification | —Unverified | 0 |
| Florence: A New Foundation Model for Computer Vision | Nov 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Wav2CLIP: Learning Robust Audio Representations From CLIP | Oct 21, 2021 | Cross-Modal RetrievalImage Generation | CodeCode Available | 1 |
| MixNorm: Test-Time Adaptation Through Online Normalization Estimation | Oct 21, 2021 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Transductive Universal Transport for Zero-Shot Action Recognition | Sep 29, 2021 | Action RecognitionObject | —Unverified | 0 |
| Testing-Time Adaptation through Online Normalization Estimation | Sep 29, 2021 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Fine-Grained Zero-Shot Learning with DNA as Side Information | Sep 29, 2021 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 |
| Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data | Sep 22, 2021 | Classificationtext-classification | —Unverified | 0 |
| Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP | Sep 6, 2021 | Image DescriptionOut-of-Distribution Detection | CodeCode Available | 1 |
| SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation | Aug 27, 2021 | Knowledge DistillationSegmentation | —Unverified | 0 |
| Discriminative Region-based Multi-Label Zero-Shot Learning | Aug 20, 2021 | Image RetrievalMulti-label zero-shot learning | CodeCode Available | 1 |
| Contrastive Language-Image Pre-training for the Italian Language | Aug 19, 2021 | Image RetrievalMulti-label zero-shot learning | CodeCode Available | 1 |
| Towards Visual Explainable Active Learning for Zero-Shot Classification | Aug 15, 2021 | Active LearningAttribute | —Unverified | 0 |
| CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models | Aug 1, 2021 | Natural Language InferenceTask 2 | —Unverified | 0 |
| A Framework for Unsupervised Classificiation and Data Mining of Tweets about Cyber Vulnerabilities | Apr 23, 2021 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Attribute-Modulated Generative Meta Learning for Zero-Shot Classification | Apr 22, 2021 | AttributeClassification | —Unverified | 0 |
| Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews | Apr 12, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Performance Variability in Zero-Shot Classification | Mar 1, 2021 | ClassificationEnsemble Learning | —Unverified | 0 |
| 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 |