{"total":17,"rows":[{"id":"2312.07950","title":"CBQ: Cross-Block Quantization for Large Language Models","created":"2023-12-13","cited_by_count":34,"area":null},{"id":"2112.10769","title":"Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats","created":"2021-12-19","cited_by_count":26,"area":null},{"id":"2105.13331","title":"Quantization and Deployment of Deep Neural Networks on Microcontrollers","created":"2021-05-27","cited_by_count":21,"area":null},{"id":"2106.02295","title":"Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution","created":"2021-06-04","cited_by_count":20,"area":null},{"id":"2406.06649","title":"2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution","created":"2024-06-10","cited_by_count":14,"area":null},{"id":"2203.10991","title":"Minimum Variance Unbiased N:M Sparsity for the Neural Gradients","created":"2022-03-21","cited_by_count":9,"area":null},{"id":"2108.12074","title":"4-bit Quantization of LSTM-based Speech Recognition Models","created":"2021-08-27","cited_by_count":8,"area":null},{"id":"2304.09049","title":"DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables","created":"2023-04-18","cited_by_count":8,"area":null},{"id":"2211.02412","title":"Emergent Quantized Communication","created":"2022-11-04","cited_by_count":7,"area":null},{"id":"2312.04311","title":"Finding Interpretable Class-Specific Patterns through Efficient Neural Search","created":"2023-12-07","cited_by_count":5,"area":null},{"id":"2405.16339","title":"BOLD: Boolean Logic Deep Learning","created":"2024-05-25","cited_by_count":3,"area":null},{"id":"2203.12091","title":"FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation","created":"2022-03-22","cited_by_count":2,"area":null},{"id":"2211.03741","title":"AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks","created":"2022-11-07","cited_by_count":2,"area":null},{"id":"2607.06922","title":"Latency-Constrained DNN Architecture Learning for Edge Systems using Zerorized Batch Normalization","created":"2026-07-08","cited_by_count":2,"area":null},{"id":"2103.13322","title":"DNN Quantization with Attention","created":"2021-03-24","cited_by_count":1,"area":null},{"id":"2407.19644","title":"Realizing Unaligned Block-wise Pruning for DNN Acceleration on Mobile Devices","created":"2024-07-29","cited_by_count":0,"area":null},{"id":"2605.17745","title":"StatQAT: Statistical Quantizer Optimization for Deep Networks","created":"2026-05-18","cited_by_count":0,"area":null}],"next_cursor":null}