Guangliang Cheng
21 papers · 2020–2026 · 7 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (34) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (11)
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Research topics
Computer Vision
(12)
Analysis
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Machine Learning
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Deep Learning
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Artificial Intelligence
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Core AI
(5)
Processing
(5)
Architectures
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Core Methods
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Domain-Specific
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Optimization & Theory
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Models
(2)
Computer Science
(1)
Keywords
semantic segmentation
(5)
object detection
(3)
instance segmentation
(2)
attention mechanism
(2)
graph convolution network
(2)
image segmentation
(2)
video segmentation
(2)
information bottleneck
(1)
multimodal learning
(1)
anomaly detection
(1)
feature distribution
(1)
autonomous driving
(1)
video understanding
(1)
neural architecture search
(1)
domain adaptation
(1)
object tracking
(1)
video instance segmentation
(1)
bird's eye view
(1)
deepfake detection
(1)
adversarial robustness
(1)
Papers
Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection
CVPR 2026
Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization
WACV 2026
A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection
AAAI 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis
CVPR 2025
Disentangling Tabular Data Towards Better One-Class Anomaly Detection
AAAI 2025
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
CVPR 2025
ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck
ICML 2025
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
CVPR 2025
Volumetric Axial Disentanglement Enabling Advancing in Medical Image Segmentation
IJCAI 2025
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation
ICCV 2023
Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation
ICCV 2023
"Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition"
ECCV 2022
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation
ECCV 2022
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation
ECCV 2022
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation
CVPR 2022
Enhanced Boundary Learning for Glass-Like Object Segmentation
ICCV 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation
ICCV 2021
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation
CVPR 2021
Graph-Guided Architecture Search for Real-Time Semantic Segmentation
CVPR 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision
ECCV 2020
Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization
ECCV 2020