Xin Deng
18 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
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Dynamic Duo
(14)
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Keywords
image restoration
(4)
diffusion model
(3)
generative adversarial network
(3)
neural network
(3)
image compression
(2)
variational autoencoder
(2)
image denoising
(2)
perceptual quality
(2)
point cloud
(1)
point cloud analysis
(1)
knowledge distillation
(1)
semantic segmentation
(1)
entropy coding
(1)
deep regression
(1)
video super-resolution
(1)
image reconstruction
(1)
image deblurring
(1)
stereo matching
(1)
3d vision
(1)
distribution matching
(1)
Papers
Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks
AAAI 2026
Rethinking Diffusion Model-Based Video Super-Resolution: Leveraging Dense Guidance from Aligned Features
CVPR 2026
Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers
AAAI 2026
CODA: Repurposing Continuous VAEs for Discrete Tokenization
ICCV 2025
Spherical Manifold Guided Diffusion Model for Panoramic Image Generation
CVPR 2025
Spherical-Nested Diffusion Model for Panoramic Image Outpainting
ICML 2025
Causal Context Adjustment Loss for Learned Image Compression
NeurIPS 2024
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain
CVPR 2024
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback
EACL 2024
Neural Characteristic Function Learning for Conditional Image Generation
ICCV 2023
PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting
ICCV 2023
PointVector: A Vector Representation in Point Cloud Analysis
CVPR 2023
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching
ICCV 2023
Deep Homography for Efficient Stereo Image Compression
CVPR 2021
HiNet: Deep Image Hiding by Invertible Network
ICCV 2021
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution
CVPR 2021
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video
ECCV 2020
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution
ICCV 2019