Liang Gou
7 papers · 2022–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Keywords
semantic segmentation
(3)
vision-language model
(3)
self-supervised learning
(2)
pixel embedding
(2)
feature extraction
(1)
orthogonal projection
(1)
hierarchical representation
(1)
semantic structure
(1)
cluster structure
(1)
false positive rate
(1)
visual concept
(1)
foundation model
(1)
out-of-distribution detection
(1)
open-vocabulary segmentation
(1)
gradient projection
(1)
ood detection
(1)
open-world object detection
(1)
unknown object detection
(1)
hyperbolic embedding
(1)
gradient subspace
(1)
Papers
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection
AAAI 2024
MetaAT: Active Testing for Label-Efficient Evaluation of Dense Recognition Tasks
ECCV 2024
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
CVPR 2024
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation
CVPR 2023
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
NeurIPS 2023
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models
NeurIPS 2023
Self-supervised Semantic Segmentation Grounded in Visual Concepts
IJCAI 2022