Open World Compositional Zero Shot Learning

June 4, 2026
Media Summary: ICCV 2023 Tutorial (October 2, 2023): Visual Recognition Beyond the Comfort Zone: Adapting to Unseen Concepts on the Fly ... Parts represent a basic unit of geometric and semantic similarity across different objects. We argue that part knowledge should be ... Authors: Guangyue Xu; Joyce Chai; Parisa Kordjamshidi Description: Pre-trained vision-language models (VLMs) have achieved ...

Open World Compositional Zero Shot Learning - Detailed Analysis & Overview

ICCV 2023 Tutorial (October 2, 2023): Visual Recognition Beyond the Comfort Zone: Adapting to Unseen Concepts on the Fly ... Parts represent a basic unit of geometric and semantic similarity across different objects. We argue that part knowledge should be ... Authors: Guangyue Xu; Joyce Chai; Parisa Kordjamshidi Description: Pre-trained vision-language models (VLMs) have achieved ... Hello i'm yuvalet zmond from nvidia research presenting our work on a causal view of Separated Inter/Intra-Modal Fusion Prompts for Authors: Khan, Muhammad Gul Zain Ali*; Naeem, Muhammad Ferjad; Van Gool, Luc; Pagani, A.; Stricker, Didier; Afzal, ...

Thomas Mensink; Efstratios Gavves; Zeynep Akata; Cees G.M. Snoek We live in the age of Big Data, featuring huge image and ... Video presentation for our paper: Learning to Compose Soft Prompts for Title: MSCI: Addressing CLIP's Inherent Limitations for Authors: Zhaoheng Zheng; Haidong Zhu; Ram Nevatia Description: In this paper, we study the problem of This video introduces the paper titled "Context-based and Diversity-driven Specificity in

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Open World Compositional Zero-Shot Learning
Open World Compositional Zero-Shot Learning - CVPR 2021
Unified Framework for Open-World Compositional Zero-shot Learning
ICCV 2023 Tutorial: Open-World Learning: From Zero-Shot to Truly Open-World
3D Compositional Zero-shot Learning with DeCompositional Consensus - ECCV 2022
ICCV 2023 Tutorial: Compositional Zero-Shot Learning
Learning Graph Embeddings for Open World Compositional Zero Shot Learning
[ECCV 2024 Oral][Indepth Reading]C2C: Component-to-Composition Learning for Zero-Shot Compositional
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning
A Causal View of Compositional Zero Shot Recognition
Separated Inter/Intra-Modal Fusion Prompts for Compositional Zero-Shot Learning
Compositional Zero-Shot Learning - Dr. Massimiliano Mancini

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Open World Compositional Zero-Shot Learning

Open World Compositional Zero-Shot Learning

Abstract: In

Open World Compositional Zero-Shot Learning - CVPR 2021

Open World Compositional Zero-Shot Learning - CVPR 2021

Compositional Zero

Unified Framework for Open-World Compositional Zero-shot Learning

Unified Framework for Open-World Compositional Zero-shot Learning

Open

ICCV 2023 Tutorial: Open-World Learning: From Zero-Shot to Truly Open-World

ICCV 2023 Tutorial: Open-World Learning: From Zero-Shot to Truly Open-World

ICCV 2023 Tutorial (October 2, 2023): Visual Recognition Beyond the Comfort Zone: Adapting to Unseen Concepts on the Fly ...

3D Compositional Zero-shot Learning with DeCompositional Consensus - ECCV 2022

3D Compositional Zero-shot Learning with DeCompositional Consensus - ECCV 2022

Parts represent a basic unit of geometric and semantic similarity across different objects. We argue that part knowledge should be ...

ICCV 2023 Tutorial: Compositional Zero-Shot Learning

ICCV 2023 Tutorial: Compositional Zero-Shot Learning

ICCV 2023 Tutorial (October 2, 2023): Visual Recognition Beyond the Comfort Zone: Adapting to Unseen Concepts on the Fly ...

Learning Graph Embeddings for Open World Compositional Zero Shot Learning

Learning Graph Embeddings for Open World Compositional Zero Shot Learning

Learning Graph Embeddings for

[ECCV 2024 Oral][Indepth Reading]C2C: Component-to-Composition Learning for Zero-Shot Compositional

[ECCV 2024 Oral][Indepth Reading]C2C: Component-to-Composition Learning for Zero-Shot Compositional

Title: C2C: Component-to-

GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning

GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning

Authors: Guangyue Xu; Joyce Chai; Parisa Kordjamshidi Description: Pre-trained vision-language models (VLMs) have achieved ...

A Causal View of Compositional Zero Shot Recognition

A Causal View of Compositional Zero Shot Recognition

Hello i'm yuvalet zmond from nvidia research presenting our work on a causal view of

Separated Inter/Intra-Modal Fusion Prompts for Compositional Zero-Shot Learning

Separated Inter/Intra-Modal Fusion Prompts for Compositional Zero-Shot Learning

Separated Inter/Intra-Modal Fusion Prompts for

Compositional Zero-Shot Learning - Dr. Massimiliano Mancini

Compositional Zero-Shot Learning - Dr. Massimiliano Mancini

In

Learning Graph Embeddings for Compositional Zero-shot Learning - CVPR2021

Learning Graph Embeddings for Compositional Zero-shot Learning - CVPR2021

In

Learning Attention Propagation for Compositional Zero-Shot Learning

Learning Attention Propagation for Compositional Zero-Shot Learning

Authors: Khan, Muhammad Gul Zain Ali*; Naeem, Muhammad Ferjad; Van Gool, Luc; Pagani, A.; Stricker, Didier; Afzal, ...

Tutorial : Zero-Shot Learning for Computer Vision

Tutorial : Zero-Shot Learning for Computer Vision

Thomas Mensink; Efstratios Gavves; Zeynep Akata; Cees G.M. Snoek We live in the age of Big Data, featuring huge image and ...

Learning to Compose Soft Prompts for Compositional Zero-Shot Learning | ICLR 2023

Learning to Compose Soft Prompts for Compositional Zero-Shot Learning | ICLR 2023

Video presentation for our paper: Learning to Compose Soft Prompts for

MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning (May 2025)

MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning (May 2025)

Title: MSCI: Addressing CLIP's Inherent Limitations for

CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning

CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning

Authors: Zhaoheng Zheng; Haidong Zhu; Ram Nevatia Description: In this paper, we study the problem of

Learning Attention as Disentangler for Compositional Zero-shot Learning (CVPR 2023)

Learning Attention as Disentangler for Compositional Zero-shot Learning (CVPR 2023)

Project page: https://haoosz.github.io/ade-czsl/

CVPR 2024: Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning

CVPR 2024: Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning

This video introduces the paper titled "Context-based and Diversity-driven Specificity in