conftrace_

data compression

49 papers

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Co-occurring keywords

dataset distillation (79) information theory (491) large language model (13587) dataset condensation (30) implicit neural representation (271) synthetic datum (765) synthetic dataset (169) neural network (6616) probabilistic modeling (852) low-resource language (2273)

Papers

Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025
Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages ACL 2025
Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025
A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025
Language Models Resist Alignment: Evidence From Data Compression ACL 2025
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ACL 2025
LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025
FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation WACV 2025
Fetch and Forge: Efficient Dataset Condensation for Object Detection NIPS 2024
Encoding Spreadsheets for Large Language Models EMNLP 2024
Effective In-Context Example Selection through Data Compression ACL 2024
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? NIPS 2024
Universal Weak Coreset AAAI 2024
Memory-Efficient Sequential Pattern Mining with Hybrid Tries JMLR 2024
Universal Sample Coding NIPS 2024
A Label is Worth A Thousand Images in Dataset Distillation NIPS 2024
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment NIPS 2024
Elucidating the Design Space of Dataset Condensation NIPS 2024
Blurry Video Compression: A Trade-Off Between Visual Enhancement and Data Compression WACV 2024
SketchINR: A First Look into Sketches as Implicit Neural Representations CVPR 2024
“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023
Improved Distribution Matching for Dataset Condensation CVPR 2023
Compressing Tabular Data via Latent Variable Estimation ICML 2023
Too Large; Data Reduction for Vision-Language Pre-Training ICCV 2023
Slimmable Dataset Condensation CVPR 2023