Charles Herrmann
29 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(123)
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Research topics
Computer Vision
(22)
Deep Learning
(15)
Machine Learning
(13)
Analysis
(13)
Models
(11)
Generation
(10)
Processing
(9)
Artificial Intelligence
(8)
Learning Types Β· Machine Learning
(7)
Application Areas
(6)
Core AI Β· Artificial Intelligence
(6)
Learning Types Β· Deep Learning
(6)
Core AI Β· Computer Vision
(3)
Core Methods
(3)
Computer Science
(2)
Keywords
diffusion model
(7)
depth estimation
(4)
zero-shot learning
(3)
video generation
(3)
optical flow
(3)
3d scene generation
(3)
vision-language model
(3)
video processing
(2)
novel view synthesis
(2)
view synthesis
(2)
generative model
(2)
motion control
(2)
differentiable rendering
(2)
semantic correspondence
(2)
synthetic data generation
(2)
motion estimation
(2)
data augmentation
(2)
self-supervised learning
(2)
dynamic scene
(2)
single image
(2)
Papers
MotionV2V: Editing Motion in a Video
CVPR 2026
VLIC: Vision-Language Models As Perceptual Judges for Human-Aligned Image Compression
CVPR 2026
A Simple Approach to Unifying Diffusion-based Conditional Generation
ICLR 2025
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback
NAACL 2025
High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion
AAAI 2025
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
ICLR 2025
Motion Prompting: Controlling Video Generation with Motion Trajectories
CVPR 2025
Toward Material-Agnostic System Identification from Videos
ICCV 2025
WonderPlay: Dynamic 3D Scene Generation from a Single Image and Actions
ICCV 2025
WonderWorld: Interactive 3D Scene Generation from a Single Image
CVPR 2025
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
CVPR 2024
WonderJourney: Going from Anywhere to Everywhere
CVPR 2024
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image
CVPR 2024
Accidental Light Probes
CVPR 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
NeurIPS 2023
Self-Supervised AutoFlow
CVPR 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
NeurIPS 2023
VQ3D: Learning a 3D-Aware Generative Model on ImageNet
ICCV 2023
Disentangling Architecture and Training for Optical Flow
ECCV 2022
Kubric: A Scalable Dataset Generator
CVPR 2022
Pyramid Adversarial Training Improves ViT Performance
CVPR 2022
AutoFlow: Learning a Better Training Set for Optical Flow
CVPR 2021
Deep Survival Analysis With Longitudinal X-Rays for COVID-19
ICCV 2021
OCONet: Image Extrapolation by Object Completion
CVPR 2021
Channel selection using Gumbel Softmax
ECCV 2020
Learning to Autofocus
CVPR 2020
Object-centered image stitching
ECCV 2018
Robust image stitching with multiple registrations
ECCV 2018
A Discriminative View of MRF Pre-Processing Algorithms
ICCV 2017