Search Results for author: YuBo Wang

Found 17 papers, 3 papers with code

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

no code implementations3 Jun 2024 YuBo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen

In the age of large-scale language models, benchmarks like the Massive Multitask Language Understanding (MMLU) have been pivotal in pushing the boundaries of what AI can achieve in language comprehension and reasoning across diverse domains.

Multi-task Language Understanding

KGLink: A column type annotation method that combines knowledge graph and pre-trained language model

1 code implementation1 Jun 2024 YuBo Wang, Hao Xin, Lei Chen

By leveraging the strengths of KGLink, we successfully surmount challenges related to type granularity and valuable context issues, establishing it as a robust solution for the semantic annotation of tabular data.

Column Type Annotation Language Modelling

UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence

no code implementations CVPR 2024 Ruihai Wu, Haoran Lu, Yiyan Wang, YuBo Wang, Hao Dong

Garment manipulation (e. g., unfolding, folding and hanging clothes) is essential for future robots to accomplish home-assistant tasks, while highly challenging due to the diversity of garment configurations, geometries and deformations.

SRGS: Super-Resolution 3D Gaussian Splatting

no code implementations16 Apr 2024 Xiang Feng, Yongbo He, YuBo Wang, Yan Yang, Zhenzhong Kuang, Yu Jun, Jianping Fan, Jiajun Ding

This approach relies on the representation power of Gaussian primitives to provide a high-quality rendering.

Novel View Synthesis Super-Resolution

Simulating Nighttime Visible Satellite Imagery of Tropical Cyclones Using Conditional Generative Adversarial Networks

no code implementations22 Jan 2024 Jinghuai Yao, Puyuan Du, Yucheng Zhao, YuBo Wang

Visible (VIS) imagery of satellites has various important applications in meteorology, including monitoring Tropical Cyclones (TCs).

SSIM

ZS-SRT: An Efficient Zero-Shot Super-Resolution Training Method for Neural Radiance Fields

no code implementations19 Dec 2023 Xiang Feng, Yongbo He, YuBo Wang, Chengkai Wang, Zhenzhong Kuang, Jiajun Ding, Feiwei Qin, Jun Yu, Jianping Fan

This framework aims to guide the NeRF model to synthesize high-resolution novel views via single-scene internal learning rather than requiring any external high-resolution training data.

Inverse Rendering Super-Resolution

FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration

no code implementations26 Nov 2023 Zihao Zou, Jiaming Liu, Shirin Shoushtari, YuBo Wang, Weijie Gan, Ulugbek S. Kamilov

Face video restoration (FVR) is a challenging but important problem where one seeks to recover a perceptually realistic face videos from a low-quality input.

Deblurring Image Enhancement +3

Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering

no code implementations5 Sep 2023 YuBo Wang, Xueguang Ma, Wenhu Chen

In this study, we present a system called LLMs Augmented with Medical Textbooks (LLM-AMT) designed to enhance the proficiency of LLMs in specialized domains.

Question Answering Retrieval

YZR-net : Self-supervised Hidden representations Invariant to Transformations for profanity detection

no code implementations22 Nov 2022 Vedant Sandeep Joshi, Sivanagaraja Tatinati, YuBo Wang

Some miscreants use this framework to send profane messages which can have a negative impact on other students as well as the teacher of the class.

Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms

no code implementations20 Aug 2022 Vedant Sandeep Joshi, Sivanagaraja Tatinati, YuBo Wang

Results highlighted that, custom BYOL improves the top-1 matching accuracy by approximately 6\% and 5\% as compared to both BYOL and supervised learning instances, respectively.

A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems

no code implementations24 Sep 2021 Xian Yeow Lee, Soumik Sarkar, YuBo Wang

We conduct further analysis on the impact of both observations and actions: on the observation end, we examine the robustness of graph-based policy on two typical data acquisition errors in power systems, namely sensor communication failure and measurement misalignment.

Reinforcement Learning (RL)

PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems

1 code implementation8 Sep 2021 Ting-Han Fan, Xian Yeow Lee, YuBo Wang

We introduce PowerGym, an open-source reinforcement learning environment for Volt-Var control in power distribution systems.

OpenAI Gym reinforcement-learning +1

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