Search Results for author: Ruiyu Wang

Found 6 papers, 0 papers with code

RealCraft: Attention Control as A Tool for Zero-Shot Consistent Video Editing

no code implementations19 Dec 2023 Shutong Jin, Ruiyu Wang, Florian T. Pokorny

Even though large-scale text-to-image generative models show promising performance in synthesizing high-quality images, applying these models directly to image editing remains a significant challenge.

Video Editing

Large Language Models on Lexical Semantic Change Detection: An Evaluation

no code implementations10 Dec 2023 Ruiyu Wang, Matthew Choi

Lexical Semantic Change Detection stands out as one of the few areas where Large Language Models (LLMs) have not been extensively involved.

Change Detection

UniPredict: Large Language Models are Universal Tabular Classifiers

no code implementations5 Oct 2023 Ruiyu Wang, Zifeng Wang, Jimeng Sun

Specifically, we train a single LLM on an aggregation of 169 tabular datasets with diverse targets and compare its performance against baselines that are trained on each dataset separately.

Few-Shot Learning

How Physics and Background Attributes Impact Video Transformers in Robotic Manipulation: A Case Study on Planar Pushing

no code implementations3 Oct 2023 Shutong Jin, Ruiyu Wang, Muhammad Zahid, Florian T. Pokorny

As model and dataset sizes continue to scale in robot learning, the need to understand what is the specific factor in the dataset that affects model performance becomes increasingly urgent to ensure cost-effective data collection and model performance.

Friction Object +1

A Game-Theoretic Perspective of Generalization in Reinforcement Learning

no code implementations7 Aug 2022 Chang Yang, Ruiyu Wang, Xinrun Wang, Zhen Wang

However, there is not a unified formulation of the various schemes, as well as the comprehensive comparisons of methods across different schemes.

Few-Shot Learning Multi-Task Learning +2

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