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@TIGER-AI-Lab

TIGER Lab

Our lab is currently based in UWaterloo, focusing on Text and Image Generative Research
README.md

Text and Image GEnerative Research (TIGER) Lab

In Chinese, our lab is named "虎头帮".

This is the official website for TIGER AI Lab (https://wenhuchen.github.io/lab).

About Us

Welcome to the Text and Image GEnerative Research (TIGER) Lab at the University of Waterloo. Our lab is dedicated to enabling more controllable and faithful generation of both text and images.

Our Goal

Our primary goal is to advance GenAI (Generative Artificial Intelligence) and make it more applicable to society. We believe in the transformative potential of AI and strive to develop innovative solutions that can revolutionize the way we create digitalized content. Our research focuses on a variety of topics within the realm of GenAI, including but not limited to:

  • Text generation
  • Image and Video Generation
  • Multi-modal Retrieval and Grounding
  • Improving Reasoning and Planning in GenAI
  • Controllability in GenAI
  • Evaluation in GenAI

Our Team

We are a dynamic team of dedicated researchers and faculty members. Our team is constantly growing and we welcome individuals who share our passion for advancing GenAI.

Publications

Our work has been published in several esteemed journals and conferences. You can find a list of our publications here).

Huggingface

Our dataset, checkpoints and demo are all being released under TIGER-Lab.

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  1. .github .github Public

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Repositories

Showing 10 of 25 repositories
  • MEGA-Bench Public
    TIGER-AI-Lab/MEGA-Bench’s past year of commit activity
    1 0 0 0 Updated Oct 12, 2024
  • VLM2Vec Public

    This repo contains the code and data for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks"

    TIGER-AI-Lab/VLM2Vec’s past year of commit activity
    Python 25 0 1 0 Updated Oct 11, 2024
  • VideoGenHub Public

    A one-stop library to standardize the inference and evaluation of all the conditional video generation models.

    TIGER-AI-Lab/VideoGenHub’s past year of commit activity
    Python 39 MIT 7 2 (1 issue needs help) 0 Updated Oct 10, 2024
  • MMLU-Pro Public

    The code and data for "MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark" [NeurIPS 2024]

    TIGER-AI-Lab/MMLU-Pro’s past year of commit activity
    Python 102 Apache-2.0 18 3 0 Updated Oct 10, 2024
  • LLM-AMT Public

    This repository contains the code for our paper "Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering" [EMNLP 2024]

    TIGER-AI-Lab/LLM-AMT’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 8, 2024
  • UniIR Public

    Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)

    TIGER-AI-Lab/UniIR’s past year of commit activity
    Python 97 MIT 12 4 0 Updated Oct 1, 2024
  • MAmmoTH2 Public

    Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]

    TIGER-AI-Lab/MAmmoTH2’s past year of commit activity
    Python 120 MIT 9 4 0 Updated Sep 29, 2024
  • ImagenHub Public

    A one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)

    TIGER-AI-Lab/ImagenHub’s past year of commit activity
    Python 148 MIT 12 5 (3 issues need help) 0 Updated Sep 27, 2024
  • VideoScore Public

    official repo for "VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation" [EMNLP2024]

    TIGER-AI-Lab/VideoScore’s past year of commit activity
    Python 42 MIT 1 0 0 Updated Sep 19, 2024
  • Mantis Public

    Official code for Paper "Mantis: Multi-Image Instruction Tuning"

    TIGER-AI-Lab/Mantis’s past year of commit activity
    Python 168 Apache-2.0 14 1 0 Updated Sep 9, 2024
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