| SMC++: Masked Learning of Unsupervised Video Semantic Compression | Jun 7, 2024 | Image CompressionSemantic Communication | CodeCode Available | 1 |
| Agent-driven Generative Semantic Communication with Cross-Modality and Prediction | Apr 10, 2024 | DecoderSemantic Communication | —Unverified | 0 |
| A Mathematical Theory for Learning Semantic Languages by Abstract Learners | Apr 10, 2024 | Semantic CommunicationSemantic Compression | —Unverified | 0 |
| Large Generative Model Assisted 3D Semantic Communication | Mar 9, 2024 | Generative Adversarial Networkmodel | —Unverified | 0 |
| MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model | Feb 26, 2024 | DecoderImage Compression | CodeCode Available | 1 |
| Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel | Feb 21, 2024 | Image CompressionSemantic Compression | —Unverified | 0 |
| Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection | Jan 25, 2024 | Objectobject-detection | —Unverified | 0 |
| Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder | Jan 19, 2024 | Decision MakingDecoder | —Unverified | 0 |
| Extending Context Window of Large Language Models via Semantic Compression | Dec 15, 2023 | Few-Shot LearningInformation Retrieval | CodeCode Available | 1 |
| An Incremental Unified Framework for Small Defect Inspection | Dec 14, 2023 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 |
| TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction | Oct 24, 2023 | Food recommendationIn-Context Learning | —Unverified | 0 |
| Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning | Oct 20, 2023 | Coronary Artery SegmentationImage Compression | —Unverified | 0 |
| Unsupervised Lead Sheet Generation via Semantic Compression | Oct 16, 2023 | Music CompressionMusic Generation | CodeCode Available | 1 |
| Distortion Resilience for Goal-Oriented Semantic Communication | Sep 26, 2023 | Semantic CommunicationSemantic Compression | CodeCode Available | 1 |
| Semantic Text Compression for Classification | Sep 19, 2023 | ClassificationDecoder | —Unverified | 0 |
| Large AI Model-Based Semantic Communications | Jul 7, 2023 | Mixed Realitymodel | —Unverified | 0 |
| TaDSE: Template-aware Dialogue Sentence Embeddings | May 23, 2023 | Contrastive Learningintent-classification | —Unverified | 0 |
| Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition | May 22, 2023 | Action RecognitionDecoder | —Unverified | 0 |
| Information-Ordered Bottlenecks for Adaptive Semantic Compression | May 18, 2023 | Semantic Compression | —Unverified | 0 |
| Semantic Compression With Large Language Models | Apr 25, 2023 | Code GenerationInformation Retrieval | —Unverified | 0 |
| Explainable Semantic Communication for Text Tasks | Mar 22, 2023 | Question AnsweringSemantic Communication | —Unverified | 0 |
| The Projection-Enhancement Network (PEN) | Jan 26, 2023 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression | Jan 1, 2023 | Action RecognitionSemantic Compression | CodeCode Available | 1 |
| Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis | Dec 6, 2022 | Conditional Image GenerationDecoder | —Unverified | 0 |
| HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse | Nov 7, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
