| Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions | Oct 9, 2024 | Semantic Compression | CodeCode Available | 2 |
| Extending Context Window of Large Language Models via Semantic Compression | Dec 15, 2023 | Few-Shot LearningInformation Retrieval | CodeCode Available | 1 |
| Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression | Jan 1, 2023 | Action RecognitionSemantic Compression | 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 |
| 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 |
| The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation | Mar 6, 2025 | Semantic CompressionVideo Generation | CodeCode Available | 1 |
| An Incremental Unified Framework for Small Defect Inspection | Dec 14, 2023 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 |
| Agent-driven Generative Semantic Communication with Cross-Modality and Prediction | Apr 10, 2024 | DecoderSemantic Communication | —Unverified | 0 |
| Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning | Oct 20, 2023 | Coronary Artery SegmentationImage Compression | —Unverified | 0 |
| Cross Modal Compression: Towards Human-comprehensible Semantic Compression | Sep 6, 2022 | Feature CompressionSemantic Compression | —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 |
| 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 |
| Hierarchical Semantic Compression for Consistent Image Semantic Restoration | Feb 24, 2025 | Feature CompressionSemantic 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 |
| Coresets for Kinematic Data: From Theorems to Real-Time Systems | Nov 30, 2015 | Pose EstimationSemantic Compression | —Unverified | 0 |
| Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna | Apr 8, 2025 | Semantic CommunicationSemantic Compression | —Unverified | 0 |
| A Mathematical Theory for Learning Semantic Languages by Abstract Learners | Apr 10, 2024 | Semantic CommunicationSemantic Compression | —Unverified | 0 |
| Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models | Jul 22, 2024 | Bayesian OptimizationImage Reconstruction | —Unverified | 0 |
| Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression | Sep 18, 2024 | Semantic Compression | —Unverified | 0 |
| From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning | May 21, 2025 | Semantic Compression | —Unverified | 0 |
| Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel | Feb 21, 2024 | Image CompressionSemantic Compression | —Unverified | 0 |
| Hierarchical Reinforcement Learning Based Video Semantic Coding for Segmentation | Aug 24, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding | Sep 13, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
