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open-world-classification

Here are 16 public repositories matching this topic...

NVlabs / ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

deep-learning pytorch semantic-segmentation zero-shot-learning instance-segmentation panoptic-segmentation open-world-classification diffusion-models text-image-retrieval open-vocabulary open-vocabulary-semantic-segmentation open-world-object-detection open-vocabulary-segmentation

Updated Jul 6, 2024
Python

thuiar / OKD-Reading-List

Papers for Open Knowledge Discovery

machine-learning natural-language-processing computer-vision natural-language-understanding open-set-recognition out-of-distribution-detection intent-discovery open-world-classification deep-clustering out-of-domain-detection

Updated Dec 21, 2023
TeX

Lingkai-Kong / SDE-Net

Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates

deep-learning uncertainty-quantification robustness open-world-classification

Updated Oct 22, 2020
Python

CVMI-Lab / SimGCD

(ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study

open-world-classification open-world-semi-supervised-learning novel-category-discovery

Updated Dec 30, 2023
Python

Lingkai-Kong / Calibrated-BERT-Fine-Tuning

Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

nlp deep-learning text-classification calibration language-model uncertainty-quantification uncertainty-estimation nlp-machine-learning bert robustness open-world-classification ood-detection

Updated Nov 16, 2020
Python

thuiar / DeepUnkID

Deep Unknown Intent Detection with Margin Loss (ACL2019)

natural-language-processing deep-learning outlier-detection dialogue-systems open-world-classification

Updated Dec 8, 2022
Jupyter Notebook

nayeemrizve / OpenLDN

"OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (ECCV 2022)

machine-learning deep-learning clustering open-world semi-supervised-learning pseudo-labeling open-world-classification bi-level-optimization novel-class open-world-semi-supervised-learning

Updated Mar 14, 2023
Python

mashijie1028 / ActiveGCD

Official code for CVPR 2024 paper "Active Generalized Category Discovery"

machine-learning active-learning open-world-classification novel-class-discovery

Updated Oct 17, 2024
Python

Nik-V9 / AirObject

AirObject: A Temporally Evolving Graph Embedding for Object Identification (CVPR 2022)

deep-learning object-tracking temporal graph-neural-networks open-world-classification object-matching

Updated Aug 19, 2023
Python

mashijie1028 / Happy-CGCD

Official code for NeurIPS 2024 paper "Happy: A Debiased Learning Framework for Continual Generalized Category Discovery"

machine-learning continual-learning open-world-classification novel-class-discovery

Updated Oct 15, 2024
Python

TrustAGI-Lab / OpenWGL

OpenWGL: Open-World Graph Learning, ICDM-2020

graph-neural-networks open-world-classification

Updated Apr 12, 2021
Python

tnlin / SMDN

A simple yet effective post-processing method for detecting unknown intent in dialogue systems based on pre-trained deep neural network classifiers

deep-neural-networks outlier-detection dialogue-systems probability-calibration novelty-detection platt-scaling intent-discovery open-world-classification

Updated Apr 25, 2019
Python

mala-lab / DFB

Official PyTorch implementation of the ACM Multimedia 2024 paper “Improving Out-of-distribution Detection with Disentangled Foreground and Background Features”

disentangled-representations out-of-distribution-detection open-world-classification

Updated Oct 9, 2024
Python

colts661 / Incomplete-Text-Classification

machine-learning text-classification weak-supervision capstone-project bert-embeddings open-world-classification

Updated Mar 14, 2023
Python

luizcoletta / fce-open-world-crop-classification

Python code for detecting and learning new classes of threats present in crops

remote-sensing uav-images novelty-detection open-set-recognition open-world-classification

Updated Jul 3, 2023
Python

mala-lab / ASE

Source code of PRJ paper "Learning Adversarial Semantic Embeddings for Zero-Shot Recognition in Open Worlds"

zero-shot-learning open-set-recognition open-world-classification open-set-classification

Updated Jul 10, 2023
Python

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