Tianheng Cheng
18 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π€ Dynamic Duo (17)
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Research topics
Computer Vision
(11)
Analysis
(10)
Deep Learning
(8)
Artificial Intelligence
(7)
Core AI
(6)
Architectures
(5)
Machine Learning
(4)
Domain-Specific
(4)
Processing
(3)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Application Areas
(1)
Keywords
vision-language model
(4)
object detection
(4)
semantic segmentation
(3)
instance segmentation
(2)
image segmentation
(1)
vision transformer
(1)
reinforcement learning
(1)
vision-based perception
(1)
open-vocabulary detection
(1)
self-supervised learning
(1)
knowledge mining
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
point cloud
(1)
autonomous driving
(1)
bipartite matching
(1)
depth estimation
(1)
scene understanding
(1)
zero-shot learning
(1)
Papers
LENS: Learning to Segment Anything with Unified Reinforced Reasoning
AAAI 2026
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation
ICCV 2025
ControlAR: Controllable Image Generation with Autoregressive Models
ICLR 2025
GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding
CVPR 2025
GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding
ICCV 2025
Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation
CVPR 2025
Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction
ECCV 2024
MobileInst: Video Instance Segmentation on the Mobile
AAAI 2024
Occupancy as Set of Points
ECCV 2024
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
CVPR 2024
YOLO-World: Real-Time Open-Vocabulary Object Detection
CVPR 2024
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation
CVPR 2023
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
ICLR 2023
AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception
CVPR 2022
Knowledge Mining With Scene Text for Fine-Grained Recognition
CVPR 2022
Sparse Instance Activation for Real-Time Instance Segmentation
CVPR 2022
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation
CoRL 2022
Boundary-preserving Mask R-CNN
ECCV 2020