Tianfan Xue
39 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (10)
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Academic Marathon
(10)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(60)
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Dynamic Duo
(11)
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Conference Pioneer
β‘
Prolific Year
(14)
ποΈ
Keyword Collector
(185)
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Century Club
(39)
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Trend Setter
π₯
Unstoppable
(11)
Conferences
CVPR (14)
ECCV (8)
ICCV (8)
NIPS (7)
WACV (2)
Top co-authors
Keywords
diffusion model
(6)
reinforcement learning
(4)
3d reconstruction
(4)
neural network
(4)
3d generation
(3)
image reconstruction
(3)
generative model
(3)
motion estimation
(3)
image restoration
(3)
optical flow
(3)
video generation
(3)
synthetic datum
(2)
image processing pipeline
(2)
convolutional neural network
(2)
photorealistic rendering
(2)
pose estimation
(2)
image synthesis
(2)
image processing
(2)
depth estimation
(2)
domain adaptation
(2)
Papers
AdaptiveAE: An Adaptive Exposure Strategy for HDR Capturing in Dynamic Scenes
ICCV 2025
GLEAM: Learning Generalizable Exploration Policy for Active Mapping in Complex 3D Indoor Scene
ICCV 2025
From Gallery to Wrist: Realistic 3D Bracelet Insertion in Videos
ICCV 2025
From One to More: Contextual Part Latents for 3D Generation
ICCV 2025
Token-Efficient VLM: High-Resolution Image Understanding via Dynamic Region Proposal
ICCV 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution
CVPR 2025
PolarFree: Polarization-based Reflection-Free Imaging
CVPR 2025
A Physics-Informed Blur Learning Framework for Imaging Systems
CVPR 2025
NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images
CVPR 2025
UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion
CVPR 2025
Multi-identity Human Image Animation with Structural Video Diffusion
ICCV 2025
DualDn: Dual-domain Denoising via Differentiable ISP
ECCV 2024
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
NIPS 2024
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
NIPS 2024
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
NIPS 2024
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
NIPS 2024
Interactive3D: Create What You Want by Interactive 3D Generation
CVPR 2024
HDRFlow: Real-Time HDR Video Reconstruction with Large Motions
CVPR 2024
EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI
CVPR 2024
Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors
CVPR 2024
GenNBV: Generalizable Next-Best-View Policy for Active 3D Reconstruction
CVPR 2024
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models
ECCV 2024
Event-Based Motion Magnification
ECCV 2024
TimeLens-XL: Real-time Event-based Video Frame Interpolation with Large Motion
ECCV 2024
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
ECCV 2024
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training
CVPR 2023
Fast and High Quality Image Denoising via Malleable Convolution
ECCV 2022
Real-Time Localized Photorealistic Video Style Transfer
WACV 2021
How To Train Neural Networks for Flare Removal
ICCV 2021
Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image
ICCV 2021
Learned Dual-View Reflection Removal
WACV 2021
Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer
ECCV 2020
Unprocessing Images for Learned Raw Denoising
CVPR 2019
Seeing Tree Structure from Vibration
ECCV 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
CVPR 2018
MarrNet: 3D Shape Reconstruction via 2.5D Sketches
NIPS 2017
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
NIPS 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks
NIPS 2016
The Aperture Problem for Refractive Motion
CVPR 2015