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Semantic Compression

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TitleStatusHype
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient AttentionsCode2
Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic CompressionCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Unsupervised Lead Sheet Generation via Semantic CompressionCode1
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video GenerationCode1
An Incremental Unified Framework for Small Defect InspectionCode1
Distortion Resilience for Goal-Oriented Semantic CommunicationCode1
SMC++: Masked Learning of Unsupervised Video Semantic CompressionCode1
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal ModelCode1
Cross Modal Compression: Towards Human-comprehensible Semantic Compression—0
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning—0
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder—0
EditID: Training-Free Editable ID Customization for Text-to-Image Generation—0
Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications—0
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding—0
Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel—0
Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna—0
Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression—0
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning—0
Hierarchical Reinforcement Learning Based Video Semantic Coding for Segmentation—0
Hierarchical Semantic Compression for Consistent Image Semantic Restoration—0
Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method—0
Information-Ordered Bottlenecks for Adaptive Semantic Compression—0
Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection—0
Large AI Model-Based Semantic Communications—0
Large Generative Model Assisted 3D Semantic Communication—0
Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application—0
Learning Semantics: An Opportunity for Effective 6G Communications—0
Machine Mirages: Defining the Undefined—0
Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos—0
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis—0
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression—0
Semantic Communication based on Large Language Model for Underwater Image Transmission—0
Semantic Compression of 3D Objects for Open and Collaborative Virtual Worlds—0
Semantic Compression of Episodic Memories—0
Semantic Compression With Large Language Models—0
Video Compression With Rate-Distortion Autoencoders—0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
Agent-driven Generative Semantic Communication with Cross-Modality and Prediction—0
Agentic Semantic Control for Autonomous Wireless Space Networks: Extending Space-O-RAN with MCP-Driven Distributed Intelligence—0
A Mathematical Theory for Learning Semantic Languages by Abstract Learners—0
A Sign That Spells: DALL-E 2, Invisual Images and The Racial Politics of Feature Space—0
Bandwidth and Power Allocation for Task-Oriented SemanticCommunication—0
Collaborative Automatic Modulation Classification via Deep Edge Inference for Hierarchical Cognitive Radio Networks—0
Coresets for Kinematic Data: From Theorems to Real-Time Systems—0
TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation—0
Explainable Semantic Communication for Text Tasks—0
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction—0
UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection—0
Adaptable Semantic Compression and Resource Allocation for Task-Oriented Communications—0
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