Training-Free Adaptive Quantization for Variable Rate Image Coding for Machines
Fuente:
arXiv
Saved in:
| Main Authors: | Tatsumi, Yui, Zeng, Ziyue, Watanabe, Hiroshi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Explicit Residual-Based Scalable Image Coding for Humans and Machines
by: Tatsumi, Yui, et al.
Published: (2025)
by: Tatsumi, Yui, et al.
Published: (2025)
Training-Free Continuous Bitrate Control for Scalable Image Coding for Humans and Machines
by: Tatsumi, Yui, et al.
Published: (2026)
by: Tatsumi, Yui, et al.
Published: (2026)
Refining Coded Image in Human Vision Layer Using CNN-Based Post-Processing
by: Shindo, Takahiro, et al.
Published: (2024)
by: Shindo, Takahiro, et al.
Published: (2024)
Guided Diffusion for the Extension of Machine Vision to Human Visual Perception
by: Shindo, Takahiro, et al.
Published: (2025)
by: Shindo, Takahiro, et al.
Published: (2025)
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression
by: Shindo, Takahiro, et al.
Published: (2024)
by: Shindo, Takahiro, et al.
Published: (2024)
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets
by: Kamisli, Fatih, et al.
Published: (2024)
by: Kamisli, Fatih, et al.
Published: (2024)
Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization
by: Fernández-Menduiña, Samuel, et al.
Published: (2025)
by: Fernández-Menduiña, Samuel, et al.
Published: (2025)
Online Meta Adaptation for Variable-Rate Learned Image Compression
by: Jiang, Wei, et al.
Published: (2021)
by: Jiang, Wei, et al.
Published: (2021)
HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image
by: Wang, Hongjun, et al.
Published: (2025)
by: Wang, Hongjun, et al.
Published: (2025)
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization
by: Luo, Jixiang, et al.
Published: (2024)
by: Luo, Jixiang, et al.
Published: (2024)
Implicit Neural Representation for Videos Based on Residual Connection
by: Hayami, Taiga, et al.
Published: (2024)
by: Hayami, Taiga, et al.
Published: (2024)
Depth-Aided Color Image Inpainting in Quaternion Domain
by: Tatsumi, Shunki, et al.
Published: (2025)
by: Tatsumi, Shunki, et al.
Published: (2025)
Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models
by: Seo, Jiwan, et al.
Published: (2024)
by: Seo, Jiwan, et al.
Published: (2024)
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs
by: Ramachandran, Akshat, et al.
Published: (2024)
by: Ramachandran, Akshat, et al.
Published: (2024)
Stereo Image Coding for Machines with Joint Visual Feature Compression
by: Jin, Dengchao, et al.
Published: (2025)
by: Jin, Dengchao, et al.
Published: (2025)
Inter-Feature-Map Differential Coding of Surveillance Video
by: Iino, Kei, et al.
Published: (2024)
by: Iino, Kei, et al.
Published: (2024)
SR-NeRV: Improving Embedding Efficiency of Neural Video Representation via Super-Resolution
by: Hayami, Taiga, et al.
Published: (2025)
by: Hayami, Taiga, et al.
Published: (2025)
Search-MIND: Training-Free Multi-Modal Medical Image Registration
by: Wang, Boya, et al.
Published: (2026)
by: Wang, Boya, et al.
Published: (2026)
A Training-Free Defense Framework for Robust Learned Image Compression
by: Song, Myungseo, et al.
Published: (2024)
by: Song, Myungseo, et al.
Published: (2024)
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression
by: Liu, Jinming, et al.
Published: (2024)
by: Liu, Jinming, et al.
Published: (2024)
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
by: Zhang, Xu, et al.
Published: (2024)
by: Zhang, Xu, et al.
Published: (2024)
AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
VRVVC: Variable-Rate NeRF-Based Volumetric Video Compression
by: Hu, Qiang, et al.
Published: (2024)
by: Hu, Qiang, et al.
Published: (2024)
Cross-Scan Mamba with Masked Training for Robust Spectral Imaging
by: Tian, Wenzhe, et al.
Published: (2024)
by: Tian, Wenzhe, et al.
Published: (2024)
Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment
by: Chen, Baoliang, et al.
Published: (2024)
by: Chen, Baoliang, et al.
Published: (2024)
Variable Rate Image Compression via N-Gram Context based Swin-transformer
by: Mudgal, Priyanka
Published: (2025)
by: Mudgal, Priyanka
Published: (2025)
Quantization-aware Matrix Factorization for Low Bit Rate Image Compression
by: Ashtari, Pooya, et al.
Published: (2024)
by: Ashtari, Pooya, et al.
Published: (2024)
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
by: Hong, Cheeun, et al.
Published: (2023)
by: Hong, Cheeun, et al.
Published: (2023)
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
Embedding Compression Distortion in Video Coding for Machines
by: Sun, Yuxiao, et al.
Published: (2025)
by: Sun, Yuxiao, et al.
Published: (2025)
Learned Scalable Video Coding For Humans and Machines
by: Hadizadeh, Hadi, et al.
Published: (2023)
by: Hadizadeh, Hadi, et al.
Published: (2023)
Semantics Disentanglement and Composition for Universal Image Coding with Efficiently LLM Reasoning and Generative Diffusion
by: Liu, Jinming, et al.
Published: (2024)
by: Liu, Jinming, et al.
Published: (2024)
Guidestar-Free Adaptive Optics with Asymmetric Apertures
by: Jiang, Weiyun, et al.
Published: (2026)
by: Jiang, Weiyun, et al.
Published: (2026)
Q&C: When Quantization Meets Cache in Efficient Image Generation
by: Ding, Xin, et al.
Published: (2025)
by: Ding, Xin, et al.
Published: (2025)
SQ-GAN: Semantic Image Communications Using Masked Vector Quantization
by: Pezone, Francesco, et al.
Published: (2025)
by: Pezone, Francesco, et al.
Published: (2025)
GANCompress: GAN-Enhanced Neural Image Compression with Binary Spherical Quantization
by: Sivakoti, Karthik
Published: (2025)
by: Sivakoti, Karthik
Published: (2025)
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression
by: Bao, Youneng, et al.
Published: (2025)
by: Bao, Youneng, et al.
Published: (2025)
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis
by: Khoiwal, Raj Hansini, et al.
Published: (2024)
by: Khoiwal, Raj Hansini, et al.
Published: (2024)
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution
by: Ito, Ru, et al.
Published: (2025)
by: Ito, Ru, et al.
Published: (2025)
Similar Items
-
Explicit Residual-Based Scalable Image Coding for Humans and Machines
by: Tatsumi, Yui, et al.
Published: (2025) -
Training-Free Continuous Bitrate Control for Scalable Image Coding for Humans and Machines
by: Tatsumi, Yui, et al.
Published: (2026) -
Refining Coded Image in Human Vision Layer Using CNN-Based Post-Processing
by: Shindo, Takahiro, et al.
Published: (2024) -
Guided Diffusion for the Extension of Machine Vision to Human Visual Perception
by: Shindo, Takahiro, et al.
Published: (2025) -
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression
by: Shindo, Takahiro, et al.
Published: (2024)