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Semantic Compression

Papers

Showing 150 of 60 papers

TitleStatusHype
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression0
Agentic Semantic Control for Autonomous Wireless Space Networks: Extending Space-O-RAN with MCP-Driven Distributed Intelligence0
Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application0
Machine Mirages: Defining the Undefined0
Semantics-Guided Generative Image CompressionCode0
TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation0
Semantic Compression of 3D Objects for Open and Collaborative Virtual Worlds0
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning0
Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method0
Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna0
EditID: Training-Free Editable ID Customization for Text-to-Image Generation0
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video GenerationCode1
Statistical Mechanics of Semantic Compression0
Hierarchical Semantic Compression for Consistent Image Semantic Restoration0
UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection0
Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications0
SMIC: Semantic Multi-Item Compression based on CLIP dictionary0
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient AttentionsCode2
Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression0
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding0
Collaborative Automatic Modulation Classification via Deep Edge Inference for Hierarchical Cognitive Radio Networks0
Compressed learning based onboard semantic compression for remote sensing platformsCode0
Semantic Communication based on Large Language Model for Underwater Image Transmission0
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 Models0
SMC++: Masked Learning of Unsupervised Video Semantic CompressionCode1
Agent-driven Generative Semantic Communication with Cross-Modality and Prediction0
A Mathematical Theory for Learning Semantic Languages by Abstract Learners0
Large Generative Model Assisted 3D Semantic Communication0
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal ModelCode1
Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel0
Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection0
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder0
Extending Context Window of Large Language Models via Semantic CompressionCode1
An Incremental Unified Framework for Small Defect InspectionCode1
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction0
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning0
Unsupervised Lead Sheet Generation via Semantic CompressionCode1
Distortion Resilience for Goal-Oriented Semantic CommunicationCode1
Semantic Text Compression for Classification0
Large AI Model-Based Semantic Communications0
TaDSE: Template-aware Dialogue Sentence Embeddings0
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition0
Information-Ordered Bottlenecks for Adaptive Semantic Compression0
Semantic Compression With Large Language Models0
Explainable Semantic Communication for Text Tasks0
The Projection-Enhancement Network (PEN)Code0
Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic CompressionCode1
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis0
HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial MetaverseCode0
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