Jiawen Chen
16 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(75)
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(8)
Machine Learning
(8)
Processing
(8)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Natural Language Processing
(2)
Analysis
(2)
Core AI
(2)
Domain-Specific
(2)
Generation
(2)
Keywords
neural network
(3)
convolutional neural network
(2)
image restoration
(2)
depth estimation
(2)
synthetic data generation
(2)
image denoising
(2)
self-supervised learning
(1)
video frame interpolation
(1)
neural network training
(1)
text summarization
(1)
multilingual summarization
(1)
multimodal learning
(1)
instruction following
(1)
style transfer
(1)
gene expression
(1)
machine translation
(1)
multi-frame processing
(1)
machine learning
(1)
differentiable programming
(1)
knowledge distillation
(1)
Papers
Hist2Style: Histogram-Guided Stylization with Bilateral Grids
CVPR 2026
Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable
CVPR 2025
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
NAACL 2024
Rethinking Efficient Multilingual Text Summarization Meta-Evaluation
ACL 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
NeurIPS 2024
On the Identifiability and Interpretability of Gaussian Process Models
NeurIPS 2023
Self-Supervised Burst Super-Resolution
ICCV 2023
Splatting-Based Synthesis for Video Frame Interpolation
WACV 2023
The Implicit Values of a Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement
CVPR 2022
Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image
ICCV 2021
How To Train Neural Networks for Flare Removal
ICCV 2021
Real-Time Localized Photorealistic Video Style Transfer
WACV 2021
D2D-LSTM: LSTM-Based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks
AAAI 2020
Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer
ECCV 2020
Unprocessing Images for Learned Raw Denoising
CVPR 2019
Burst Denoising With Kernel Prediction Networks
CVPR 2018