| Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions | Oct 9, 2024 | Semantic Compression | CodeCode Available | 2 | 5 |
| SMC++: Masked Learning of Unsupervised Video Semantic Compression | Jun 7, 2024 | Image CompressionSemantic Communication | CodeCode Available | 1 | 5 |
| Unsupervised Lead Sheet Generation via Semantic Compression | Oct 16, 2023 | Music CompressionMusic Generation | CodeCode Available | 1 | 5 |
| Extending Context Window of Large Language Models via Semantic Compression | Dec 15, 2023 | Few-Shot LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| An Incremental Unified Framework for Small Defect Inspection | Dec 14, 2023 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 | 5 |
| Distortion Resilience for Goal-Oriented Semantic Communication | Sep 26, 2023 | Semantic CommunicationSemantic Compression | CodeCode Available | 1 | 5 |
| Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression | Jan 1, 2023 | Action RecognitionSemantic Compression | CodeCode Available | 1 | 5 |
| The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation | Mar 6, 2025 | Semantic CompressionVideo Generation | CodeCode Available | 1 | 5 |
| MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model | Feb 26, 2024 | DecoderImage Compression | CodeCode Available | 1 | 5 |
| Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio Networks | Jul 30, 2024 | ClassificationData Compression | CodeCode Available | 0 | 5 |
| HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse | Nov 7, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Compressed learning based onboard semantic compression for remote sensing platforms | Sep 3, 2024 | Earth Observationimage-classification | CodeCode Available | 0 | 5 |
| The Projection-Enhancement Network (PEN) | Jan 26, 2023 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Semantics-Guided Generative Image Compression | May 29, 2025 | DecoderImage Compression | CodeCode Available | 0 | 5 |
| Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder | Jan 19, 2024 | Decision MakingDecoder | —Unverified | 0 | 0 |
| A Sign That Spells: DALL-E 2, Invisual Images and The Racial Politics of Feature Space | Oct 26, 2022 | Cultural Vocal Bursts Intensity PredictionSemantic Compression | —Unverified | 0 | 0 |
| Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning | Oct 20, 2023 | Coronary Artery SegmentationImage Compression | —Unverified | 0 | 0 |
| Hierarchical Reinforcement Learning Based Video Semantic Coding for Segmentation | Aug 24, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Cross Modal Compression: Towards Human-comprehensible Semantic Compression | Sep 6, 2022 | Feature CompressionSemantic Compression | —Unverified | 0 | 0 |
| Agent-driven Generative Semantic Communication with Cross-Modality and Prediction | Apr 10, 2024 | DecoderSemantic Communication | —Unverified | 0 | 0 |
| From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning | May 21, 2025 | Semantic Compression | —Unverified | 0 | 0 |
| Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression | Sep 18, 2024 | Semantic Compression | —Unverified | 0 | 0 |
| Coresets for Kinematic Data: From Theorems to Real-Time Systems | Nov 30, 2015 | Pose EstimationSemantic Compression | —Unverified | 0 | 0 |
| Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna | Apr 8, 2025 | Semantic CommunicationSemantic Compression | —Unverified | 0 | 0 |
| A Mathematical Theory for Learning Semantic Languages by Abstract Learners | Apr 10, 2024 | Semantic CommunicationSemantic Compression | —Unverified | 0 | 0 |
