- Convex Rate-Distortion Formulation for Mixed-Fidelity Compression [report] [code]
- ML-Based Cluster Counting for On-Detector Data Compression in Future Colliders [report] [code]
- Exploring Depth-Limited and Dynamic Huffman Coding with Web-Based Visualization [report] [code]
- Compression-based Adaptive Sampling for PPG Heart Rate Estimation [report] [code]
- Dynamic k-Space-Aware Coil Compression for Accelerated MRI [report] [code]
- The Impact of Image Compression on Downstream Vision Models [report] [code]
- Optimizing Compression Through Parallelization with rANS [report] [code]
- Structure-Aware Compression of Tabular Data [report] [code]
- Speeding Up the Burrows-Wheeler Transform [report] [code]
- Video Compression Using 2D Gaussian Splatting
- LLM Based Compression [report] [code]
- Compressing Human Genomes with Parental Side Information [report] [code]
- Morphing Match Chain for LZ77 Match Finding [report] [code]
- Lossy Video Compression for LLMs [report] [code]
- Convex-CALDERA: LLM Weight Compression via Convex Optimization with Low-Rank and Low-Precision Factor
- Joint Source Channel Coding of VAE Compressed Images [report] [code]
- Reinforcement Learning for LZ78 Shared Dictionary Construction
- Neural Lossy Compression for Denoising
- Entropy Coding Improvements for LZ77 in SCL [report] [code]
- An Information-Theoretic Perspective on LLM Tokenizers
- Hardware Acceleration for Tunstall Coding in GPUs [report] [code]
- Data-Aware Mixed-Rank Compression of Large Language Models [report] [code]
- Efficient FSE: A Pedagogical Implementation and Performance Analysis of Finite State Entropy [report] [code]
- Dictionary Management for LZ78 and LZW [report] [code]
- LZ78 Compression Algorithm
- Efficient BWT and FM Index
- Compression of Two-Electron Integrals
- LZW Compression Algorithm
- Optimizing LZ77 implementation in SCL
- Compression and Side Channel Analysis
- Compression and Neural Data
- Context Tree Weighting
- Hardware Implementation of Discrete Cosine Transform and Quantization for Image Compression
- Hardware-level parallelism in GPUs to accelerate data compression
- Prediction by Partial Matching in Text Compression
- Variants of Huffman Coding
- Alias rANS and First-Order Markov rANS
- Bits-Back Multiset Compression to Achieve User-Defined Information Invariance
- rANS Bits Back Coding
- PNG Implementation in SCL
- Magnetic Resonance Imaging compression
- Impact of lossy compression of speech data on downstream speech processing tasks
- Optimized LZ77
- Hardware Implementations of Huffman/rANS coders
- Compressor as Entropy Estimator for Neural Action Potentials in Microelectrode Array Recordings
- Lossy Text Compression using Natural Language Processing Techniques
- Alias Method for Sampling
- Exploration and Implementations of Perceptual Image Metrics
- Advanced Audio Coding Implementation
- Reinforcement Learning for Lossless Compression
- Tabular data compression using Chow-Liu trees
- Context Tree Weighting
- Adaptive Huffman Codes
- Quantization in Schrodinger simulation of Deep Quantum Fourier transform