GithubHelp home page GithubHelp logo

shiyuanh / tane Goto Github PK

View Code? Open in Web Editor NEW
24.0 6.0 5.0 48 KB

Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"

License: MIT License

Python 100.00%
computer-vision few-shot-open-set-recognition few-shot meta-learning cvpr2022

tane's Issues

Question about the code

Great work!
I would like to be able to cite your paper in my own work. However, I have encountered some confusion while reading your code.

  1. Equation 6 in the paper does not seem to appear in the code, but instead is a calibration module that also uses the attention mechanism.
  2. Using the example of training command for 5-way 1-shot FSOR does not seem to yield the correct ATT, ATT-G or SEMAN-G results for FSOR. According to the description in the bottom left corner of page 4 of the paper, the agg parameter should be set to mlp instead of avg.
  3. The current code seems to support only a single negative class estimate.

Looking forward to your reply, best wishes!

Request pretrained models

Hi,

I am highly interested in your work, TANE, and want to reproduce the results.
I found out that your links for pre-trained models only include 'archive' directory with some data not the pre-trained model.
Could you check this problem?

Best

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.