bin xia
19 papers · 2021–2026 · 9 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.
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Research topics
Deep Learning
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Computer Vision
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Machine Learning
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Models
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Artificial Intelligence
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Core AI
(6)
Generation
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Mathematics & Optimization
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Keywords
image restoration
(5)
contrastive learning
(3)
video generation
(3)
efficient computing
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diffusion model
(3)
model compression
(2)
credit assignment
(2)
image editing
(2)
image generation
(2)
policy optimization
(2)
text-to-image generation
(2)
batch normalization
(1)
domain adaptation
(1)
multimodal learning
(1)
in-context learning
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knowledge distillation
(1)
transfer learning
(1)
gaussian splatting
(1)
attention mechanism
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video super-resolution
(1)
Papers
DreamOmni2: Multimodal Instruction-based Generation and Editing
CVPR 2026
DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior
CVPR 2026
TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization
ACL 2026
UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation
CVPR 2026
Unlocking Token Rewards via Training-Free Reward Attribution
CVPR 2026
DreamOmni: Unified Image Generation and Editing
CVPR 2025
GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution
AAAI 2025
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
ICML 2025
MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers
ICCV 2025
LLMGA: Multimodal Large Language Model based Generation Assistant
ECCV 2024
Basic Binary Convolution Unit for Binarized Image Restoration Network
ICLR 2023
DiffIR: Efficient Diffusion Model for Image Restoration
ICCV 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
NeurIPS 2023
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
ICLR 2023
Structured Sparsity Learning for Efficient Video Super-Resolution
CVPR 2023
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution
AAAI 2022
Efficient Non-local Contrastive Attention for Image Super-resolution
AAAI 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization
CVPR 2022
Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain
IJCAI 2021