Search Results for author: Jing Gu

Found 15 papers, 4 papers with code

The AI Collaborator: Bridging Human-AI Interaction in Educational and Professional Settings

no code implementations16 May 2024 Mohammad Amin Samadi, Spencer JaQuay, Jing Gu, Nia Nixon

AI Collaborator, powered by OpenAI's GPT-4, is a groundbreaking tool designed for human-AI collaboration research.

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing

no code implementations8 Apr 2024 Jing Gu, Yilin Wang, Nanxuan Zhao, Wei Xiong, Qing Liu, Zhifei Zhang, He Zhang, Jianming Zhang, HyunJoon Jung, Xin Eric Wang

Compared with existing methods for personalized subject swapping, SwapAnything has three unique advantages: (1) precise control of arbitrary objects and parts rather than the main subject, (2) more faithful preservation of context pixels, (3) better adaptation of the personalized concept to the image.

Image Generation Object

Muffin or Chihuahua? Challenging Large Vision-Language Models with Multipanel VQA

no code implementations29 Jan 2024 Yue Fan, Jing Gu, Kaiwen Zhou, Qianqi Yan, Shan Jiang, Ching-Chen Kuo, Xinze Guan, Xin Eric Wang

Our evaluation shows that questions in the MultipanelVQA benchmark pose significant challenges to the state-of-the-art Large Vision Language Models (LVLMs) tested, even though humans can attain approximately 99\% accuracy on these questions.

Benchmarking Image Comprehension +4

R2H: Building Multimodal Navigation Helpers that Respond to Help Requests

no code implementations23 May 2023 Yue Fan, Jing Gu, Kaizhi Zheng, Xin Eric Wang

Intelligent navigation-helper agents are critical as they can navigate users in unknown areas through environmental awareness and conversational ability, serving as potential accessibility tools for individuals with disabilities.

Benchmarking Language Modelling +3

AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes

no code implementations7 Mar 2023 Zhiqiang Zhou, Chaoli Zhang, Lingna Ma, Jing Gu, Huajie Qian, Qingsong Wen, Liang Sun, Peng Li, Zhimin Tang

This paper discusses horizontal POD resources management in Alibaba Cloud Container Services with a newly deployed AI algorithm framework named AHPA -- the adaptive horizontal pod auto-scaling system.

Management

JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents

no code implementations28 Aug 2022 Kaizhi Zheng, Kaiwen Zhou, Jing Gu, Yue Fan, Jialu Wang, Zonglin Di, Xuehai He, Xin Eric Wang

Building a conversational embodied agent to execute real-life tasks has been a long-standing yet quite challenging research goal, as it requires effective human-agent communication, multi-modal understanding, long-range sequential decision making, etc.

Action Generation Common Sense Reasoning +1

Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions

1 code implementation ACL 2022 Jing Gu, Eliana Stefani, Qi Wu, Jesse Thomason, Xin Eric Wang

A long-term goal of AI research is to build intelligent agents that can communicate with humans in natural language, perceive the environment, and perform real-world tasks.

Vision and Language Navigation

ChainCQG: Flow-Aware Conversational Question Generation

1 code implementation EACL 2021 Jing Gu, Mostafa Mirshekari, Zhou Yu, Aaron Sisto

Conversational systems enable numerous valuable applications, and question-answering is an important component underlying many of these.

Conversational Question Answering Question Generation +1

Perception Score, A Learned Metric for Open-ended Text Generation Evaluation

no code implementations7 Aug 2020 Jing Gu, Qingyang Wu, Zhou Yu

Automatic evaluation for open-ended natural language generation tasks remains a challenge.

Text Generation

A Tailored Pre-Training Model for Task-Oriented Dialog Generation

1 code implementation24 Apr 2020 Jing Gu, Qingyang Wu, Chongruo wu, Weiyan Shi, Zhou Yu

The recent success of large pre-trained language models such as BERT and GPT-2 has suggested the effectiveness of incorporating language priors in downstream dialog generation tasks.

Knowledge Distillation Language Modelling +1

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