← Authors

Scott Cohen

53 papers · 2013–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (75) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (31) 🀝 Dynamic Duo (33) πŸ† Keyword Champion πŸ”¬ Deep Specialist (12) 🌱 Topic Pioneer πŸ—ƒοΈ Keyword Collector (224) πŸ”₯ Unstoppable (13) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (53) πŸ“ˆ Trend Setter

Conferences

CVPR (31) ECCV (9) ICCV (6) WACV (5) ICLR (1) NIPS (1)

Top co-authors

Brian Price (33) Zhe Lin (19) Kushal Kafle (8) Jianming Zhang (6) Zhihong Ding (6) Jimei Yang (5) Xiaohui Shen (5) Michael S. Brown (5) Zhifei Zhang (5) Ming-Hsuan Yang (4)

Keywords

image segmentation (6) semantic segmentation (6) convolutional neural network (6) object segmentation (6) interactive segmentation (5) image editing (5) image restoration (5) object detection (4) color constancy (4) fully convolutional network (3) computer vision (3) color correction (3) image generation (3) depth estimation (3) diffusion model (3) image processing (3) image retrieval (3) generative model (3) image matting (3) neural network (3)

Papers

MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis CVPR 2025
Polarized Color Screen Matting CVPR 2025
The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025
Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment ICLR 2025
CompleteMe: Reference-based Human Image Completion ICCV 2025
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation CVPR 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication CVPR 2024
FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction ECCV 2024
Latent Feature-Guided Diffusion Models for Shadow Removal WACV 2024
GamutMLP: A Lightweight MLP for Color Loss Recovery CVPR 2023
ObjectStitch: Object Compositing With Diffusion Model CVPR 2023
TopNet: Transformer-Based Object Placement Network for Image Compositing CVPR 2023
Image Inpainting with Cascaded Modulation GAN and Object-Aware Training ECCV 2022
GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing ECCV 2022
Improving Closed and Open-Vocabulary Attribute Prediction Using Transformers ECCV 2022
Learning To Predict Visual Attributes in the Wild CVPR 2021
AESOP: Abstract Encoding of Stories, Objects, and Pictures ICCV 2021
Deep Interactive Thin Object Selection WACV 2021
Figure Captioning with Relation Maps for Reasoning WACV 2020
PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click ECCV 2020
Deepstrip: High-Resolution Boundary Refinement CVPR 2020
PhraseCut: Language-Based Image Segmentation in the Wild CVPR 2020
Answering Questions about Data Visualizations using Efficient Bimodal Fusion WACV 2020
When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images CVPR 2019
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input ICCV 2019
Unconstrained Foreground Object Search ICCV 2019
DVQA: Understanding Data Visualizations via Question Answering CVPR 2018
Start, Follow, Read: End-to-End Full-Page Handwriting Recognition ECCV 2018
Interactive Boundary Prediction for Object Selection ECCV 2018
Concept Mask: Large-Scale Segmentation from Semantic Concepts ECCV 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation ECCV 2018
Discriminability Objective for Training Descriptive Captions CVPR 2018
Forecasting Human Dynamics From Static Images CVPR 2017
Depth From Defocus in the Wild CVPR 2017
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR 2017
Relationship Proposal Networks CVPR 2017
Deep Image Matting CVPR 2017
Interactive Segmentation on RGBD Images via Cue Selection CVPR 2016
SURGE: Surface Regularized Geometry Estimation from a Single Image NIPS 2016
Two Illuminant Estimation and User Correction Preference CVPR 2016
Deep Interactive Object Selection CVPR 2016
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR 2016
Joint Object and Part Segmentation Using Deep Learned Potentials ICCV 2015
Beyond White: Ground Truth Colors for Color Constancy Correction ICCV 2015
Towards Unified Depth and Semantic Prediction From a Single Image CVPR 2015
PatchCut: Data-Driven Object Segmentation via Local Shape Transfer CVPR 2015
Effective Learning-Based Illuminant Estimation Using Simple Features CVPR 2015
Semantic Object Selection CVPR 2014
Context Driven Scene Parsing with Attention to Rare Classes CVPR 2014
Improving Image Matting Using Comprehensive Sampling Sets CVPR 2013
Large Displacement Optical Flow from Nearest Neighbor Fields CVPR 2013
Fast Image Super-Resolution Based on In-Place Example Regression CVPR 2013