Ta-Ying Cheng
10 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (51)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(7)
Analysis
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI · Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Domain-Specific
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
3d reconstruction
(2)
point cloud
(2)
feature learning
(1)
domain generalization
(1)
domain adaptation
(1)
feature extraction
(1)
motion estimation
(1)
visual reasoning
(1)
self-supervised learning
(1)
image fusion
(1)
scene understanding
(1)
3d vision
(1)
pedestrian detection
(1)
multispectral imaging
(1)
few-shot learning
(1)
text-to-image generation
(1)
continuous control
(1)
image clustering
(1)
3d object detection
(1)
zero-shot learning
(1)
Papers
Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs
AAAI 2026
Beyond Fusion: Modality Hallucination-Based Multispectral Fusion for Pedestrian Detection
WACV 2024
Learning Continuous 3D Words for Text-to-Image Generation
CVPR 2024
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
NeurIPS 2024
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
NeurIPS 2024
ZeST: Zero-Shot Material Transfer from a Single Image
ECCV 2024
3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets
ICCV 2023
Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation
NeurIPS 2023
Meta-Sampler: Almost-Universal yet Task-Oriented Sampling for Point Clouds
ECCV 2022
Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction
AAAI 2022