| Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions | Oct 9, 2024 | Semantic Compression | CodeCode Available | 2 |
| The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation | Mar 6, 2025 | Semantic CompressionVideo Generation | CodeCode Available | 1 |
| SMC++: Masked Learning of Unsupervised Video Semantic Compression | Jun 7, 2024 | Image CompressionSemantic Communication | CodeCode Available | 1 |
| MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model | Feb 26, 2024 | DecoderImage Compression | CodeCode Available | 1 |
| 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 |
| 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 |
| Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression | Jan 1, 2023 | Action RecognitionSemantic Compression | CodeCode Available | 1 |
| SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression | Jul 8, 2025 | Evidence SelectionRAG | —Unverified | 0 |
| Agentic Semantic Control for Autonomous Wireless Space Networks: Extending Space-O-RAN with MCP-Driven Distributed Intelligence | Jun 12, 2025 | Decision MakingSemantic Compression | —Unverified | 0 |
| Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application | Jun 6, 2025 | DenoisingSemantic Communication | —Unverified | 0 |
| Machine Mirages: Defining the Undefined | Jun 3, 2025 | Causal InferenceHallucination | —Unverified | 0 |
| Semantics-Guided Generative Image Compression | May 29, 2025 | DecoderImage Compression | CodeCode Available | 0 |
| TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation | May 24, 2025 | Semantic CompressionTAG | —Unverified | 0 |
| Semantic Compression of 3D Objects for Open and Collaborative Virtual Worlds | May 22, 2025 | ObjectSemantic Compression | —Unverified | 0 |
| From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning | May 21, 2025 | Semantic Compression | —Unverified | 0 |
| Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method | May 12, 2025 | Semantic CompressionSemantic Similarity | —Unverified | 0 |
| Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna | Apr 8, 2025 | Semantic CommunicationSemantic Compression | —Unverified | 0 |
| EditID: Training-Free Editable ID Customization for Text-to-Image Generation | Mar 16, 2025 | Image GenerationSemantic Compression | —Unverified | 0 |
| Statistical Mechanics of Semantic Compression | Mar 1, 2025 | Semantic CompressionSemantic Similarity | —Unverified | 0 |
| Hierarchical Semantic Compression for Consistent Image Semantic Restoration | Feb 24, 2025 | Feature CompressionSemantic Compression | —Unverified | 0 |
| UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection | Feb 6, 2025 | Objectobject-detection | —Unverified | 0 |
| Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications | Jan 18, 2025 | Edge-computingFederated Learning | —Unverified | 0 |
| SMIC: Semantic Multi-Item Compression based on CLIP dictionary | Dec 6, 2024 | Semantic Compression | —Unverified | 0 |
