Summary of Mpq-diff: Mixed Precision Quantization For Diffusion Models, by Rocco Manz Maruzzelli et al.
MPQ-Diff: Mixed Precision Quantization for Diffusion Modelsby Rocco Manz Maruzzelli, Basile Lewandowski, Lydia Y. ChenFirst…
Summary of Coap: Memory-efficient Training with Correlation-aware Gradient Projection, by Jinqi Xiao et al.
COAP: Memory-Efficient Training with Correlation-Aware Gradient Projectionby Jinqi Xiao, Shen Sang, Tiancheng Zhi, Jing Liu,…
Summary of Privacy-preserving Orthogonal Aggregation For Guaranteeing Gender Fairness in Federated Recommendation, by Siqing Zhang et al.
Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendationby Siqing Zhang, Yuchen Ding, Wei…
Summary of Discord: Discrete Tokens to Continuous Motion Via Rectified Flow Decoding, by Jungbin Cho et al.
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decodingby Jungbin Cho, Junwan Kim, Jisoo…
Summary of On the Effectiveness Of Discrete Representations in Sparse Mixture Of Experts, by Giang Do et al.
On the effectiveness of discrete representations in sparse mixture of expertsby Giang Do, Kha Pham,…
Summary of Fames: Fast Approximate Multiplier Substitution For Mixed-precision Quantized Dnns–down to 2 Bits!, by Yi Ren et al.
FAMES: Fast Approximate Multiplier Substitution for Mixed-Precision Quantized DNNs–Down to 2 Bits!by Yi Ren, Ruge…
Summary of Low-bit Quantization Favors Undertrained Llms: Scaling Laws For Quantized Llms with 100t Training Tokens, by Xu Ouyang et al.
Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokensby Xu…
Summary of Pushing the Limits Of Large Language Model Quantization Via the Linearity Theorem, by Vladimir Malinovskii et al.
Pushing the Limits of Large Language Model Quantization via the Linearity Theoremby Vladimir Malinovskii, Andrei…
Summary of Lion Cub: Minimizing Communication Overhead in Distributed Lion, by Satoki Ishikawa et al.
Lion Cub: Minimizing Communication Overhead in Distributed Lionby Satoki Ishikawa, Tal Ben-Nun, Brian Van Essen,…
Summary of Representation Collapsing Problems in Vector Quantization, by Wenhao Zhao et al.
Representation Collapsing Problems in Vector Quantizationby Wenhao Zhao, Qiran Zou, Rushi Shah, Dianbo LiuFirst submitted…