NIC-RobustBench: A Comprehensive Open-Source Toolkit for Neural Image Compression and Robustness Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Bychkov, Georgii, Abud, Khaled, Kovalev, Egor, Gushchin, Alexander, Lavrushkin, Sergey, Vatolin, Dmitriy, Antsiferova, Anastasia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks
by: Antsiferova, Anastasia, et al.
Published: (2023)
by: Antsiferova, Anastasia, et al.
Published: (2023)
Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods
by: Kovalev, Egor, et al.
Published: (2024)
by: Kovalev, Egor, et al.
Published: (2024)
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics
by: Gushchin, Alexander, et al.
Published: (2024)
by: Gushchin, Alexander, et al.
Published: (2024)
BiRQA: Bidirectional Robust Quality Assessment for Images
by: Gushchin, Aleksandr, et al.
Published: (2026)
by: Gushchin, Aleksandr, et al.
Published: (2026)
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics
by: Shumitskaya, Ekaterina, et al.
Published: (2024)
by: Shumitskaya, Ekaterina, et al.
Published: (2024)
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models
by: Abud, Khaled, et al.
Published: (2024)
by: Abud, Khaled, et al.
Published: (2024)
Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment
by: Shumitskaya, Ekaterina, et al.
Published: (2024)
by: Shumitskaya, Ekaterina, et al.
Published: (2024)
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics
by: Leonenkova, Victoria, et al.
Published: (2024)
by: Leonenkova, Victoria, et al.
Published: (2024)
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results
by: Smirnov, Maksim, et al.
Published: (2024)
by: Smirnov, Maksim, et al.
Published: (2024)
LEHA-CVQAD: Dataset To Enable Generalized Video Quality Assessment of Compression Artifacts
by: Gushchin, Aleksandr, et al.
Published: (2025)
by: Gushchin, Aleksandr, et al.
Published: (2025)
Sandwiched Compression: Repurposing Standard Codecs with Neural Network Wrappers
by: Guleryuz, Onur G., et al.
Published: (2024)
by: Guleryuz, Onur G., et al.
Published: (2024)
Neural Compression of 360-Degree Equirectangular Videos using Quality Parameter Adaptation
by: Arai, Daichi, et al.
Published: (2025)
by: Arai, Daichi, et al.
Published: (2025)
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment
by: Shumitskaya, Ekaterina, et al.
Published: (2025)
by: Shumitskaya, Ekaterina, et al.
Published: (2025)
Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation
by: Fang, Hao, et al.
Published: (2025)
by: Fang, Hao, et al.
Published: (2025)
MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation
by: Bargatin, Vladislav, et al.
Published: (2025)
by: Bargatin, Vladislav, et al.
Published: (2025)
Video Compression Beyond VVC: Quantitative Analysis of Intra Coding Tools in Enhanced Compression Model (ECM)
by: Abdoli, Mohsen, et al.
Published: (2024)
by: Abdoli, Mohsen, et al.
Published: (2024)
Foveated Compression for Immersive Telepresence Visualization
by: Schwarz, Max, et al.
Published: (2025)
by: Schwarz, Max, et al.
Published: (2025)
Robust Multi-modal Task-oriented Communications with Redundancy-aware Representations
by: Fu, Jingwen, et al.
Published: (2025)
by: Fu, Jingwen, et al.
Published: (2025)
Enhanced Quality Aware-Scalable Underwater Image Compression
by: Zhu, Linwei, et al.
Published: (2025)
by: Zhu, Linwei, et al.
Published: (2025)
Avoiding Quality Saturation in UGC Compression Using Denoised References
by: Xiong, Xin, et al.
Published: (2025)
by: Xiong, Xin, et al.
Published: (2025)
Unified ROI-based Image Compression Paradigm with Generalized Gaussian Model
by: Hu, Kai, et al.
Published: (2026)
by: Hu, Kai, et al.
Published: (2026)
Audio-Visual Cross-Modal Compression for Generative Face Video Coding
by: Xu, Youmin, et al.
Published: (2025)
by: Xu, Youmin, et al.
Published: (2025)
GScomp-QA: A Subjective Dataset for Quality Assessment of Compressed Gaussian Splatting
by: Martin, Pedro, et al.
Published: (2026)
by: Martin, Pedro, et al.
Published: (2026)
Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics
by: Gotin, Georgii, et al.
Published: (2025)
by: Gotin, Georgii, et al.
Published: (2025)
DiV-INR: Extreme Low-Bitrate Diffusion Video Compression with INR Conditioning
by: Çetin, Eren, et al.
Published: (2026)
by: Çetin, Eren, et al.
Published: (2026)
TVMC: Time-Varying Mesh Compression via Multi-Stage Anchor Mesh Generation
by: Huang, He, et al.
Published: (2025)
by: Huang, He, et al.
Published: (2025)
ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image Compression
by: Zhang, Yufeng, et al.
Published: (2025)
by: Zhang, Yufeng, et al.
Published: (2025)
Robustness and accuracy of mean opinion scores with hard and soft outlier detection
by: Saupe, Dietmar, et al.
Published: (2025)
by: Saupe, Dietmar, et al.
Published: (2025)
Robustness and Imperceptibility Analysis of Hybrid Spatial-Frequency Domain Image Watermarking
by: Anam, Rizal Khoirul
Published: (2025)
by: Anam, Rizal Khoirul
Published: (2025)
TIQA: Human-Aligned Perceptual Text Quality Assessment in Generated Images
by: Koltsov, Kirill, et al.
Published: (2026)
by: Koltsov, Kirill, et al.
Published: (2026)
Editing Away the Evidence: Diffusion-Based Image Manipulation and the Failure Modes of Robust Watermarking
by: Qi, Qian, et al.
Published: (2026)
by: Qi, Qian, et al.
Published: (2026)
Generative Video Compression: Towards 0.01% Compression Rate for Video Transmission
by: Chen, Xiangyu, et al.
Published: (2025)
by: Chen, Xiangyu, et al.
Published: (2025)
BASICS: Broad quality Assessment of Static point clouds In Compression Scenarios
by: Ak, Ali, et al.
Published: (2023)
by: Ak, Ali, et al.
Published: (2023)
Releasing the Parameter Latency of Neural Representation for High-Efficiency Video Compression
by: Zhang, Gai, et al.
Published: (2024)
by: Zhang, Gai, et al.
Published: (2024)
Weyl-Heisenberg Transform Capabilities in JPEG Compression Standard
by: Asiryan, V., et al.
Published: (2025)
by: Asiryan, V., et al.
Published: (2025)
Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations
by: Meleshin, Igor, et al.
Published: (2025)
by: Meleshin, Igor, et al.
Published: (2025)
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?
by: Kashkarov, Egor, et al.
Published: (2024)
by: Kashkarov, Egor, et al.
Published: (2024)
JPEG AI Image Compression Visual Artifacts: Detection Methods and Dataset
by: Tsereh, Daria, et al.
Published: (2024)
by: Tsereh, Daria, et al.
Published: (2024)
SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimization
by: Zhang, Gai, et al.
Published: (2025)
by: Zhang, Gai, et al.
Published: (2025)
Similar Items
-
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks
by: Antsiferova, Anastasia, et al.
Published: (2023) -
Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods
by: Kovalev, Egor, et al.
Published: (2024) -
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics
by: Gushchin, Alexander, et al.
Published: (2024) -
BiRQA: Bidirectional Robust Quality Assessment for Images
by: Gushchin, Aleksandr, et al.
Published: (2026) -
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics
by: Shumitskaya, Ekaterina, et al.
Published: (2024)