Zheng Ge
21 papers · 2020–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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The Questioner
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Computer Vision
(9)
Core AI
(9)
Deep Learning
(7)
Analysis
(7)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Domain-Specific
(3)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Keywords
3d object detection
(3)
diffusion model
(2)
masked modeling
(2)
object detection
(2)
self-supervised learning
(2)
depth estimation
(2)
bird's eye view
(2)
vision-language model
(2)
multi-view detection
(2)
binary classification
(1)
mathematical reasoning
(1)
domain generalization
(1)
knowledge distillation
(1)
autoregressive generation
(1)
contrastive learning
(1)
optimal transport
(1)
image reconstruction
(1)
video generation
(1)
feature learning
(1)
pedestrian detection
(1)
Papers
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning
ACL 2026
PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering
ACL 2026
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
ICLR 2025
Perception in Reflection
ICML 2025
Reconstructive Visual Instruction Tuning
ICLR 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation
CVPR 2025
Unhackable Temporal Reward for Scalable Video MLLMs
ICLR 2025
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning
IJCAI 2024
DreamLLM: Synergistic Multimodal Comprehension and Creation
ICLR 2024
Merlin: Empowering Multimodal LLMs with Foresight Minds
ECCV 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction
ECCV 2024
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models
ECCV 2024
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
ICLR 2023
BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection
AAAI 2023
BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal Stereo
AAAI 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
ICML 2023
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
CVPR 2023
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception
ICCV 2023
Dense Teacher: Dense Pseudo-Labels for Semi-Supervised Object Detection
ECCV 2022
OTA: Optimal Transport Assignment for Object Detection
CVPR 2021
NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing
CVPR 2020