| PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models | Feb 18, 2025 | BinarizationQuantization | CodeCode Available | 1 |
| Sparse Autoencoder Features for Classifications and Transferability | Feb 17, 2025 | Binarizationfeature selection | CodeCode Available | 0 |
| Deep Learning-based Event Data Coding: A Joint Spatiotemporal and Polarity Solution | Feb 5, 2025 | Binarization | —Unverified | 0 |
| Progressive Binarization with Semi-Structured Pruning for LLMs | Feb 3, 2025 | Binarization | CodeCode Available | 1 |
| Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers | Feb 3, 2025 | Binarization | —Unverified | 0 |
| BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution | Feb 1, 2025 | BinarizationSuper-Resolution | CodeCode Available | 1 |
| HadamRNN: Binary and Sparse Ternary Orthogonal RNNs | Jan 28, 2025 | Binarization | CodeCode Available | 0 |
| Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters | Jan 28, 2025 | Binarizationimage-classification | —Unverified | 0 |
| Pfungst and Clever Hans: Identifying the unintended cues in a widely used Alzheimer's disease MRI dataset using explainable deep learning | Jan 27, 2025 | BinarizationSkull Stripping | CodeCode Available | 0 |
| Explaining Categorical Feature Interactions Using Graph Covariance and LLMs | Jan 24, 2025 | Binarization | —Unverified | 0 |
