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| PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders | Aug 16, 2024 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 2 | 5 |
| VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning | Dec 5, 2021 | Contrastive LearningLearning Semantic Representations | CodeCode Available | 1 | 5 |
| On Learning Semantic Representations for Million-Scale Free-Hand Sketches | Jul 7, 2020 | Deep HashingLearning Semantic Representations | CodeCode Available | 1 | 5 |
| Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE | Oct 24, 2022 | Learning Semantic RepresentationsObject | CodeCode Available | 1 | 5 |
| Neural Feature Learning in Function Space | Sep 18, 2023 | Density Ratio EstimationLearning Semantic Representations | CodeCode Available | 1 | 5 |
| NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining | Oct 11, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 | 5 |
| Learning semantic sentence representations from visually grounded language without lexical knowledge | Mar 27, 2019 | Grounded language learningLearning Semantic Representations | CodeCode Available | 0 | 5 |
| Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data | Jun 9, 2025 | Learning Semantic RepresentationsTriplet | CodeCode Available | 0 | 5 |
| Learning Semantic Representations for Unsupervised Domain Adaptation | Jul 1, 2018 | Domain AdaptationLearning Semantic Representations | CodeCode Available | 0 | 5 |
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| Learning cortical representations through perturbed and adversarial dreaming | Sep 9, 2021 | Learning Semantic Representations | CodeCode Available | 0 | 5 |
| Modeling User Behavior with Graph Convolution for Personalized Product Search | Feb 12, 2022 | Learning Semantic RepresentationsRetrieval | CodeCode Available | 0 | 5 |
| Multilingual Models for Compositional Distributed Semantics | Apr 17, 2014 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning | Jun 20, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks | May 24, 2024 | DisentanglementLearning Semantic Representations | CodeCode Available | 0 | 5 |
| Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge | Feb 21, 2022 | Grounded language learningImage Retrieval | CodeCode Available | 0 | 5 |
| Semantic sentence similarity: size does not always matter | Jun 16, 2021 | Grounded language learningImage Retrieval | CodeCode Available | 0 | 5 |
| Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition | Jun 26, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| A Corpus to Learn Refer-to-as Relations for Nominals | May 1, 2018 | Coreference ResolutionLearning Semantic Representations | —Unverified | 0 | 0 |
| SEEC: Semantic Vector Federation across Edge Computing Environments | Aug 30, 2020 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| Towards Deep and Representation Learning for Talent Search at LinkedIn | Sep 17, 2018 | Learning Semantic RepresentationsLearning-To-Rank | —Unverified | 0 | 0 |
| Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning | Jan 13, 2025 | Compositional Zero-Shot LearningGraph Neural Network | —Unverified | 0 | 0 |
| Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations | Jun 1, 2018 | Abstract Meaning RepresentationLearning Semantic Representations | —Unverified | 0 | 0 |
| The FinSim 2020 Shared Task: Learning Semantic Representations for the Financial Domain | Jan 1, 2020 | Learning Semantic Representations | —Unverified | 0 | 0 |
