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1-bit quantization

9 papers

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Co-occurring keywords · papers mentioning both

model compression (3) kv cache quantization (2) memory efficiency (2) gradient compression (2) communication efficiency (2) knowledge distillation (2) model quantization (2) bit-level computing (1) asymmetric quantization (1) momentum sgd (1)

Papers

Diffusion Model Based Signal Recovery Under 1-Bit Quantization AAAI 2026 Self-Indexing KVCache: Predicting Sparse Attention from Compressed Keys AAAI 2026 AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations COLING 2025 BitNet: 1-bit Pre-training for Large Language Models JMLR 2025 QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025 Sign Value Constraint Decomposition for Efficient 1-Bit Quantization of Speech Translation Tasks Interspeech 2024 Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training NeurIPS 2023 Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback NeurIPS 2019 Robust Matrix Completion from Quantized Observations AISTATS 2019