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Semantic Compression

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Showing 1–50 of 60 papers

TitleStatusHype
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient AttentionsCode2
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video GenerationCode1
SMC++: Masked Learning of Unsupervised Video Semantic CompressionCode1
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal ModelCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
An Incremental Unified Framework for Small Defect InspectionCode1
Unsupervised Lead Sheet Generation via Semantic CompressionCode1
Distortion Resilience for Goal-Oriented Semantic CommunicationCode1
Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic CompressionCode1
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression—0
Agentic Semantic Control for Autonomous Wireless Space Networks: Extending Space-O-RAN with MCP-Driven Distributed Intelligence—0
Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application—0
Machine Mirages: Defining the Undefined—0
Semantics-Guided Generative Image CompressionCode0
TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation—0
Semantic Compression of 3D Objects for Open and Collaborative Virtual Worlds—0
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning—0
Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method—0
Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna—0
EditID: Training-Free Editable ID Customization for Text-to-Image Generation—0
Statistical Mechanics of Semantic Compression—0
Hierarchical Semantic Compression for Consistent Image Semantic Restoration—0
UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection—0
Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications—0
SMIC: Semantic Multi-Item Compression based on CLIP dictionary—0
Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression—0
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding—0
Collaborative Automatic Modulation Classification via Deep Edge Inference for Hierarchical Cognitive Radio Networks—0
Compressed learning based onboard semantic compression for remote sensing platformsCode0
Semantic Communication based on Large Language Model for Underwater Image Transmission—0
Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio NetworksCode0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
A Mathematical Theory for Learning Semantic Languages by Abstract Learners—0
Agent-driven Generative Semantic Communication with Cross-Modality and Prediction—0
Large Generative Model Assisted 3D Semantic Communication—0
Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel—0
Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection—0
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder—0
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction—0
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning—0
Semantic Text Compression for Classification—0
Large AI Model-Based Semantic Communications—0
TaDSE: Template-aware Dialogue Sentence Embeddings—0
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition—0
Information-Ordered Bottlenecks for Adaptive Semantic Compression—0
Semantic Compression With Large Language Models—0
Explainable Semantic Communication for Text Tasks—0
The Projection-Enhancement Network (PEN)Code0
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis—0
HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial MetaverseCode0
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