Cover Image

Toward Storage-Aware Learning with Compressed Data An Empirical Exploratory Study on JPEG

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Kichang, Kim, Songkuk, Park, JaeYeon, Ko, JeongGil
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence 68Txx I.2; I.4.2; E.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Temperature Scaling Attack Disrupting Model Confidence in Federated Learning
by: Lee, Kichang, et al.
Published: (2026)

Verifiable Dropout: Turning Randomness into a Verifiable Claim
by: Lee, Kichang, et al.
Published: (2025)

Tazza: Shuffling Neural Network Parameters for Secure and Private Federated Learning
by: Lee, Kichang, et al.
Published: (2024)

PairHuman: A High-Fidelity Photographic Dataset for Customized Dual-Person Generation
by: Pan, Ting, et al.
Published: (2025)

SemanticVocoder: Bridging Audio Generation and Audio Understanding via Semantic Latents
by: Xie, Zeyu, et al.
Published: (2026)

When Audio Generators Become Good Listeners: Generative Features for Understanding Tasks
by: Xie, Zeyu, et al.
Published: (2025)

Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
by: He, Hui, et al.
Published: (2022)

Improving Local Training in Federated Learning via Temperature Scaling
by: Lee, Kichang, et al.
Published: (2024)

VCRScore: Image captioning metric based on V\&L Transformers, CLIP, and precision-recall
by: Ruiz, Guillermo, et al.
Published: (2025)

Image and Video Compression using Generative Sparse Representation with Fidelity Controls
by: Jiang, Wei, et al.
Published: (2024)

STAR: Speech-to-Audio Generation via Representation Learning
by: Xie, Zeyu, et al.
Published: (2025)

FakeSound2: A Benchmark for Explainable and Generalizable Deepfake Sound Detection
by: Xie, Zeyu, et al.
Published: (2025)

PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation
by: Xie, Zeyu, et al.
Published: (2024)

AudioTime: A Temporally-aligned Audio-text Benchmark Dataset
by: Xie, Zeyu, et al.
Published: (2024)

Contemporary Agent Technology: LLM-Driven Advancements vs Classic Multi-Agent Systems
by: Bădică, Costin, et al.
Published: (2025)

CAST-TTS: A Simple Cross-Attention Framework for Unified Timbre Control in TTS
by: Zheng, Zihao, et al.
Published: (2026)

PicoAudio2: Temporal Controllable Text-to-Audio Generation with Natural Language Description
by: Zheng, Zihao, et al.
Published: (2025)

FakeSound: Deepfake General Audio Detection
by: Xie, Zeyu, et al.
Published: (2024)

Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing
by: Wang, Tong, et al.
Published: (2024)

Multimodal sensor fusion in the latent representation space
by: Piechocki, Robert J., et al.
Published: (2022)

FundaPod: A Multi-Persona Agent Pod Platform with Knowledge Graph Memory for AI-Assisted Fundamental Investment Research
by: Zhu, Di, et al.
Published: (2026)

Ethical Artificial Intelligence Principles and Guidelines for the Governance and Utilization of Highly Advanced Large Language Models
by: Hossain, Soaad, et al.
Published: (2023)

Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift
by: He, Hui, et al.
Published: (2024)

AI-Driven Innovations in Modern Cloud Computing
by: Kumar, Animesh
Published: (2024)

Enabling Trustworthy Federated Learning in Industrial IoT: Bridging the Gap Between Interpretability and Robustness
by: Jagatheesaperumal, Senthil Kumar, et al.
Published: (2024)

Redefining Finance: The Influence of Artificial Intelligence (AI) and Machine Learning (ML)
by: Kumar, Animesh
Published: (2024)

Learning on JPEG-LDPC Compressed Images: Classifying with Syndromes
by: Aliouat, Ahcen, et al.
Published: (2024)

Knowledge Distillation: Enhancing Neural Network Compression with Integrated Gradients
by: Hernandez, David E., et al.
Published: (2025)

Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks
by: Ahmadian, Rouhollah, et al.
Published: (2024)

VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
by: Parcalabescu, Letitia, et al.
Published: (2021)

On Measuring Faithfulness or Self-consistency of Natural Language Explanations
by: Parcalabescu, Letitia, et al.
Published: (2023)

MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks
by: Parcalabescu, Letitia, et al.
Published: (2022)

A Landmark-Aware Visual Navigation Dataset
by: Johnson, Faith, et al.
Published: (2024)

Toward a benchmark for CTR prediction in online advertising: datasets, evaluation protocols and perspectives
by: Gao, Shan, et al.
Published: (2025)

Neural Image Compression Using Masked Sparse Visual Representation
by: Jiang, Wei, et al.
Published: (2023)

FedUNet: A Lightweight Additive U-Net Module for Federated Learning with Heterogeneous Models
by: Seo, Beomseok, et al.
Published: (2025)

The JPEG XL Image Coding System: History, Features, Coding Tools, Design Rationale, and Future
by: Sneyers, Jon, et al.
Published: (2025)

Context-dependent Causality (the Non-Nonotonic Case)
by: Billfeld, Nir, et al.
Published: (2024)

Representation Selection via Cross-Model Agreement using Canonical Correlation Analysis
by: Lewis, Dylan B., et al.
Published: (2026)

Learning Joint Denoising, Demosaicing, and Compression from the Raw Natural Image Noise Dataset
by: Brummer, Benoit, et al.
Published: (2025)