data compression

A Bit is All You Need! Efficient Video Capture via Single Bit Imaging CVPR 2026 A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025 AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data ICLR 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 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 FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation WACV 2025 In-Context Learning and Occam’s Razor ICML 2025 Language Models Resist Alignment: Evidence From Data Compression ACL 2025 LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025 MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ACL 2025 A Label is Worth A Thousand Images in Dataset Distillation NeurIPS 2024 Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? NeurIPS 2024 Blurry Video Compression: A Trade-Off Between Visual Enhancement and Data Compression WACV 2024 Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment NeurIPS 2024 Effective In-Context Example Selection through Data Compression ACL 2024 Elucidating the Design Space of Dataset Condensation NeurIPS 2024 Encoding Spreadsheets for Large Language Models EMNLP 2024 Fetch and Forge: Efficient Dataset Condensation for Object Detection NeurIPS 2024 Memory-Efficient Sequential Pattern Mining with Hybrid Tries JMLR 2024 RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations ICLR 2024 SketchINR: A First Look into Sketches as Implicit Neural Representations CVPR 2024 Universal Sample Coding NeurIPS 2024 Universal Weak Coreset AAAI 2024 AutoCoreset: An Automatic Practical Coreset Construction Framework ICML 2023