research
∙
08/11/2023
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow
Virtual try-on is a critical image synthesis task that aims to transfer ...
share
research
∙
08/05/2023
Deep Image Harmonization in Dual Color Spaces
Image harmonization is an essential step in image composition that adjus...
research
∙
08/04/2023
Painterly Image Harmonization using Diffusion Model
Painterly image harmonization aims to insert photographic objects into p...
research
∙
08/01/2023
Deep Image Harmonization with Learnable Augmentation
The goal of image harmonization is adjusting the foreground appearance i...
research
∙
08/01/2023
Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation
Given a composite image, image harmonization aims to adjust the foregrou...
research
∙
05/11/2023
WeditGAN: Few-shot Image Generation via Latent Space Relocation
In few-shot image generation, directly training GAN models on just a han...
research
∙
03/04/2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation
The performances of defect inspection have been severely hindered by ins...
research
∙
10/05/2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer
Semantic segmentation is an important and prevalent task, but severely s...
research
∙
10/05/2022
Inharmonious Region Localization via Recurrent Self-Reasoning
Synthetic images created by image editing operations are prevalent, but ...
research
∙
10/05/2022
Inharmonious Region Localization with Auxiliary Style Feature
With the prevalence of image editing techniques, users can create fantas...
research
∙
07/23/2022
Learning Object Placement via Dual-path Graph Completion
Object placement aims to place a foreground object over a background ima...
research
∙
07/22/2022
Few-shot Image Generation Using Discrete Content Representation
Few-shot image generation and few-shot image translation are two related...
research
∙
07/21/2022
Human-centric Image Cropping with Partition-aware and Content-preserving Features
Image cropping aims to find visually appealing crops in an image, which ...
research
∙
07/06/2022
Spatial Transformation for Image Composition via Correspondence Learning
When using cut-and-paste to acquire a composite image, the geometry inco...
research
∙
05/30/2022
From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering
Video understanding has achieved great success in representation learnin...
research
∙
05/02/2022
Deep Video Harmonization with Color Mapping Consistency
Video harmonization aims to adjust the foreground of a composite video t...
research
∙
03/14/2022
XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding
Recently, various multimodal networks for Visually-Rich Document Underst...
research
∙
10/27/2021
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity
Object detection has achieved promising success, but requires large-scal...
research
∙
10/04/2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary
Weakly-supervised semantic segmentation (WSSS) with image-level labels h...
research
∙
09/18/2021
HYouTube: Video Harmonization Dataset
Video composition aims to generate a composite video by combining the fo...
research
∙
09/14/2021
High-Resolution Image Harmonization via Collaborative Dual Transformations
Given a composite image, image harmonization aims to adjust the foregrou...
research
∙
08/08/2021
Visible Watermark Removal via Self-calibrated Localization and Background Refinement
Superimposing visible watermarks on images provides a powerful weapon to...
research
∙
08/03/2021
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
Vision transformers have recently received explosive popularity, but the...
research
∙
07/05/2021
OPA: Object Placement Assessment Dataset
Image composition aims to generate realistic composite image by insertin...
research
∙
06/28/2021
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
As a common image editing operation, image composition aims to cut the f...
research
∙
05/23/2021
End-to-End Video Object Detection with Spatial-Temporal Transformers
Recently, DETR and Deformable DETR have been proposed to eliminate the n...
research
∙
04/21/2021
Shadow Generation for Composite Image in Real-world Scenes
Image composition targets at inserting a foreground object on a backgrou...
research
∙
04/19/2021
Inharmonious Region Localization
The advance of image editing techniques allows users to create artistic ...
research
∙
04/07/2021
Image Composition Assessment with Saliency-augmented Multi-pattern Pooling
Image composition assessment is crucial in aesthetic assessment, which a...
research
∙
03/31/2021
Deep Image Harmonization by Bridging the Reality Gap
Image harmonization has been significantly advanced with large-scale har...
research
∙
12/14/2020
Disentangled Information Bottleneck
The information bottleneck (IB) method is a technique for extracting inf...
research
∙
09/25/2020
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation
Zero-shot learning has been actively studied for image classification ta...
research
∙
09/19/2020
Weak-shot Fine-grained Classification via Similarity Transfer
Recognizing fine-grained categories remains a challenging task, due to t...
research
∙
09/19/2020
BargainNet: Background-Guided Domain Translation for Image Harmonization
Image composition is a fundamental operation in image editing field. How...
research
∙
09/18/2020
DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta
Learning to generate new images for a novel category based on only a few...
research
∙
08/16/2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation
Existing semantic segmentation models heavily rely on dense pixel-wise a...
research
∙
08/05/2020
F2GAN: Fusing-and-Filling GAN for Few-shot Image Generation
In order to generate images for a given category, existing deep generati...
research
∙
03/15/2020
Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets
Multi-task Learning (MTL) for classification with disjoint datasets aims...
research
∙
03/07/2020
MatchingGAN: Matching-based Few-shot Image Generation
To generate new images for a given category, most deep generative models...
research
∙
12/01/2019
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition
Static image action recognition, which aims to recognize action based on...
research
∙
11/29/2019
Bi-Directional Domain Translation for Zero-Shot Sketch-Based Image Retrieval
The goal of Sketch-Based Image Retrieval (SBIR) is using free-hand sketc...
research
∙
11/27/2019
Deep Image Harmonization via Domain Verification
Image composition is an important operation in image processing, but the...
research
∙
11/24/2019
A Proposal-based Approach for Activity Image-to-Video Retrieval
Activity image-to-video retrieval task aims to retrieve videos containin...
research
∙
11/24/2019
Image Cropping with Composition and Saliency Aware Aesthetic Score Map
Aesthetic image cropping is a practical but challenging task which aims ...
research
∙
08/28/2019
Image Harmonization Datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night
Image composition is an important operation in image processing, but the...
research
∙
06/28/2019
ProtoNet: Learning from Web Data with Memory
Learning from web data has attracted lots of research interest in recent...
research
∙
06/27/2019
Hard Pixels Mining: Learning Using Privileged Information for Semantic Segmentation
Semantic segmentation has achieved significant progress but is still cha...
research
∙
12/19/2017
Multi-shot Pedestrian Re-identification via Sequential Decision Making
Multi-shot pedestrian re-identification problem is at the core of survei...
research
∙
09/10/2016
Rectifier Neural Network with a Dual-Pathway Architecture for Image Denoising
Recently deep neural networks based on tanh activation function have sho...
research
∙
06/17/2016