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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 |
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| 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 |
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| 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 |
| Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition | Jun 26, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Learning Semantic Representations of Users and Products for Document Level Sentiment Classification | Jul 1, 2015 | General ClassificationLearning Semantic Representations | —Unverified | 0 | 0 |
| Learning Semantic Representations to Verify Hardware Designs | Dec 1, 2021 | Graph Neural NetworkLearning Semantic Representations | —Unverified | 0 | 0 |
| A Corpus to Learn Refer-to-as Relations for Nominals | May 1, 2018 | Coreference ResolutionLearning Semantic Representations | —Unverified | 0 | 0 |
| Semantic sentence similarity: size does not always matter | Jun 16, 2021 | Grounded language learningImage Retrieval | —Unverified | 0 | 0 |
| The FinSim 2020 Shared Task: Learning Semantic Representations for the Financial Domain | Jan 1, 2020 | Learning Semantic Representations | —Unverified | 0 | 0 |
| Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation | Sep 1, 2015 | Learning Semantic RepresentationsMachine Translation | —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 |
| Towards Deep and Representation Learning for Talent Search at LinkedIn | Sep 17, 2018 | Learning Semantic RepresentationsLearning-To-Rank | —Unverified | 0 | 0 |
