Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping

1 code implementation • 29 Feb 2024 • Jianbin Zheng, Minghui Hu, Zhongyi Fan, Chaoyue Wang, Changxing Ding, DaCheng Tao, Tat-Jen Cham

Consequently, we introduce Trajectory Consistency Distillation (TCD), which encompasses trajectory consistency function and strategic stochastic sampling.

Image Generation

Robust NL-to-Cypher Translation for KBQA: Harnessing Large Language Model with Chain of Prompts

no code implementations • CCKS 2023 • Guandong Feng, Guoliang Zhu, Shengze Shi, Yue Sun, Zhongyi Fan, Sulin Gao, Jun Hu

Knowledge Base Question Answering (KBQA) is a significant task in natural language processing, aiming to retrieve answers from structured knowledge bases in response to natural language questions.

Knowledge Graphs Question Answering +1

Efficient Ray Sampling for Radiance Fields Reconstruction

no code implementations • 29 Aug 2023 • Shilei Sun, Ming Liu, Zhongyi Fan, Yuxue Liu, Chengwei Lv, Liquan Dong, Lingqin Kong

Through this method, not only can the convergence of the network be accelerated, but the spatial geometry of a scene can also be perceived more accurately.