Zhengqiang Zhang
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(8)
Computer Vision
(7)
Models
(6)
Processing
(6)
Generation
(4)
Machine Learning
(3)
Architectures
(2)
Optimization & Theory
(2)
Techniques
(2)
Artificial Intelligence
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
image super-resolution
(4)
diffusion model
(4)
image generation
(2)
reinforcement learning
(1)
object detection
(1)
direct preference optimization
(1)
neural rendering
(1)
gaussian splatting
(1)
generative prior
(1)
prompt learning
(1)
visual context
(1)
implicit neural representation
(1)
spatial structure
(1)
reward function
(1)
neural representation
(1)
attention mechanism
(1)
state space model
(1)
vision transformer
(1)
image classification
(1)
model compression
(1)
Papers
BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers
CVPR 2026
GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution
CVPR 2026
VOSR: A Vision-Only Generative Model for Image Super-Resolution
CVPR 2026
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling
ICLR 2025
Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution
ICCV 2025
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
ICLR 2025
SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing
AAAI 2025
Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding
ECCV 2024
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
CVPR 2024