Lingchen Meng
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(4)
Machine Learning
(4)
Analysis
(4)
Application Areas
(4)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Models
(2)
Core AI · Computer Vision
(1)
Core Methods
(1)
Processing
(1)
Techniques
(1)
Keywords
object detection
(3)
vision-language model
(2)
multimodal learning
(2)
vision transformer
(2)
image segmentation
(1)
domain adaptation
(1)
open-vocabulary detection
(1)
prototype learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
efficient inference
(1)
semantic alignment
(1)
feature representation
(1)
class imbalance
(1)
adaptive computation
(1)
language model
(1)
large multimodal model
(1)
language embedding
(1)
long-tailed distribution
(1)
visual token
(1)
Papers
Comprehensive Multi-Modal Prototypes Are Simple and Effective Classifiers for Vast-Vocabulary Object Detection
AAAI 2025
FOCUS: Towards Universal Foreground Segmentation
AAAI 2025
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
NeurIPS 2024
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation
ECCV 2024
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
CVPR 2023
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
NeurIPS 2023
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition
CVPR 2022