Tao Deng
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Machine Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
semantic segmentation
(1)
anomaly detection
(1)
attention mechanism
(1)
multi-label classification
(1)
class-incremental learning
(1)
saliency detection
(1)
real-time processing
(1)
semantic information
(1)
generative model
(1)
state space model
(1)
real-time inference
(1)
label correlation
(1)
lightweight model
(1)
exemplar-free learning
(1)
text segmentation
(1)
model expansion
(1)
driver attention
(1)
traffic scene perception
(1)
Papers
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking
AAAI 2025
Free Lunch of Image-mask Alignment for Anomaly Image Generation and Segmentation
IJCAI 2025
SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention
AAAI 2025
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts
EMNLP 2024