Summary of Energy-based Diffusion Language Models For Text Generation, by Minkai Xu et al.
Energy-Based Diffusion Language Models for Text Generationby Minkai Xu, Tomas Geffner, Karsten Kreis, Weili Nie,…
Summary of Beyond Autoregression: Fast Llms Via Self-distillation Through Time, by Justin Deschenaux et al.
Beyond Autoregression: Fast LLMs via Self-Distillation Through Timeby Justin Deschenaux, Caglar GulcehreFirst submitted to arxiv…
Summary of Scaling Up Masked Diffusion Models on Text, by Shen Nie et al.
Scaling up Masked Diffusion Models on Textby Shen Nie, Fengqi Zhu, Chao Du, Tianyu Pang,…
Summary of Amusd: Asynchronous Multi-device Speculative Decoding For Llm Acceleration, by Bradley Mcdanel
AMUSD: Asynchronous Multi-Device Speculative Decoding for LLM Accelerationby Bradley McDanelFirst submitted to arxiv on: 22…
Summary of On Conditional Diffusion Models For Pde Simulations, by Aliaksandra Shysheya et al.
On conditional diffusion models for PDE simulationsby Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin, Paris Perdikaris,…
Summary of Data Augmentation Of Multivariate Sensor Time Series Using Autoregressive Models and Application to Failure Prognostics, by Douglas Baptista De Souza and Bruno Paes Leao
Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognosticsby…
Summary of Seadag: Semi-autoregressive Diffusion For Conditional Directed Acyclic Graph Generation, by Xinyi Zhou et al.
SeaDAG: Semi-autoregressive Diffusion for Conditional Directed Acyclic Graph Generationby Xinyi Zhou, Xing Li, Yingzhao Lian,…
Summary of Object-centric Temporal Consistency Via Conditional Autoregressive Inductive Biases, by Cristian Meo et al.
Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biasesby Cristian Meo, Akihiro Nakano, Mircea Lică, Aniket…
Summary of Mitigating Embedding Collapse in Diffusion Models For Categorical Data, by Bac Nguyen and and Chieh-hsin Lai and Yuhta Takida and Naoki Murata and Toshimitsu Uesaka and Stefano Ermon and Yuki Mitsufuji
Mitigating Embedding Collapse in Diffusion Models for Categorical Databy Bac Nguyen, and Chieh-Hsin Lai, Yuhta…
Summary of Beyond Autoregression: Discrete Diffusion For Complex Reasoning and Planning, by Jiacheng Ye et al.
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planningby Jiacheng Ye, Jiahui Gao, Shansan Gong,…