Scott Cohen
54 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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(32)
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(33)
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(12)
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Research topics
Computer Vision
(42)
Processing
(32)
Deep Learning
(23)
Analysis
(20)
Machine Learning
(18)
Learning Types Β· Deep Learning
(15)
Core Methods
(13)
Generation
(12)
Artificial Intelligence
(9)
Core AI
(9)
Architectures
(8)
Models
(7)
Computer Science
(6)
Applications
(6)
Learning Types Β· Machine Learning
(5)
Keywords
convolutional neural network
(6)
image restoration
(6)
image editing
(6)
image segmentation
(6)
object segmentation
(6)
semantic segmentation
(6)
interactive segmentation
(5)
image generation
(4)
color constancy
(4)
diffusion model
(4)
object detection
(4)
fully convolutional network
(3)
computer vision
(3)
color correction
(3)
depth estimation
(3)
image processing
(3)
image retrieval
(3)
generative model
(3)
image matting
(3)
neural network
(3)
Papers
LightMover: Generative Light Movement with Color and Intensity Controls
CVPR 2026
CompleteMe: Reference-based Human Image Completion
ICCV 2025
MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
CVPR 2025
Polarized Color Screen Matting
CVPR 2025
Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment
ICLR 2025
The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
CVPR 2025
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
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation
CVPR 2024
Latent Feature-Guided Diffusion Models for Shadow Removal
WACV 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data
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
GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing
ECCV 2022
Image Inpainting with Cascaded Modulation GAN and Object-Aware Training
ECCV 2022
Improving Closed and Open-Vocabulary Attribute Prediction Using Transformers
ECCV 2022
AESOP: Abstract Encoding of Stories, Objects, and Pictures
ICCV 2021
Deep Interactive Thin Object Selection
WACV 2021
Learning To Predict Visual Attributes in the Wild
CVPR 2021
Answering Questions about Data Visualizations using Efficient Bimodal Fusion
WACV 2020
Deepstrip: High-Resolution Boundary Refinement
CVPR 2020
Figure Captioning with Relation Maps for Reasoning
WACV 2020
PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click
ECCV 2020
PhraseCut: Language-Based Image Segmentation in the Wild
CVPR 2020
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input
ICCV 2019
Unconstrained Foreground Object Search
ICCV 2019
When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images
CVPR 2019
Concept Mask: Large-Scale Segmentation from Semantic Concepts
ECCV 2018
Discriminability Objective for Training Descriptive Captions
CVPR 2018
DVQA: Understanding Data Visualizations via Question Answering
CVPR 2018
Interactive Boundary Prediction for Object Selection
ECCV 2018
Start, Follow, Read: End-to-End Full-Page Handwriting Recognition
ECCV 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation
ECCV 2018
Deep Image Matting
CVPR 2017
Depth From Defocus in the Wild
CVPR 2017
Forecasting Human Dynamics From Static Images
CVPR 2017
Relationship Proposal Networks
CVPR 2017
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition
CVPR 2017
Deep Interactive Object Selection
CVPR 2016
Interactive Segmentation on RGBD Images via Cue Selection
CVPR 2016
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network
CVPR 2016
SURGE: Surface Regularized Geometry Estimation from a Single Image
NeurIPS 2016
Two Illuminant Estimation and User Correction Preference
CVPR 2016
Beyond White: Ground Truth Colors for Color Constancy Correction
ICCV 2015
Effective Learning-Based Illuminant Estimation Using Simple Features
CVPR 2015
Joint Object and Part Segmentation Using Deep Learned Potentials
ICCV 2015
PatchCut: Data-Driven Object Segmentation via Local Shape Transfer
CVPR 2015
Towards Unified Depth and Semantic Prediction From a Single Image
CVPR 2015
Context Driven Scene Parsing with Attention to Rare Classes
CVPR 2014
Semantic Object Selection
CVPR 2014
Fast Image Super-Resolution Based on In-Place Example Regression
CVPR 2013
Improving Image Matting Using Comprehensive Sampling Sets
CVPR 2013
Large Displacement Optical Flow from Nearest Neighbor Fields
CVPR 2013