Publication Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% Fangyun Wei, Dong Chen October 2024
Publication ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation Zongyi Li, Shujie Hu, Shujie Liu, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei October 2024 October 2024
Publication Not All Tokens Are What You Need for Pretraining Yeyun Gong, Xiao Liu, Yelong Shen, Ruochen Xu, Jian Jiao, Nan Duan, Weizhu Chen Neural Information Processing Systems | October 2024 Best Paper Runner Up
Publication BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning Xiao Yang, Xu Yang, Weiqing Liu, Lewen Wang, Jiang Bian Neural Information Processing Systems | October 2024
Publication IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Yang, Li Zhao, Jiang Bian October 2024 Projet
Publication Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, Lili Qiu September 2024 September 2024
Publication Uncover Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor Ying Cao, Fan Yang, Mao Yang September 2024
Publication Compositional 3D-aware Video Generation with LLM Director Hanxin Zhu, Tianyu He, Anni Tang, Junliang Guo, Zhibo Chen, Jiang Bian NeurIPS 2024 | August 2024
Publication Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang ICLR 2025 | August 2024
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