b'Jia-Bin Huang'

research

∙ 04/13/2023

Expressive Text-to-Image Generation with Rich Text

Plain text has become a prevalent interface for text-to-image synthesis....

0 Songwei Ge, et al. ∙

research

∙ 04/06/2023

DC^2: Dual-Camera Defocus Control by Learning to Refocus

Smartphone cameras today are increasingly approaching the versatility an...

0 Hadi AlZayer, et al. ∙

research

∙ 03/30/2023

Consistent View Synthesis with Pose-Guided Diffusion Models

Novel view synthesis from a single image has been a cornerstone problem ...

0 Hung-Yu Tseng, et al. ∙

research

∙ 03/24/2023

Progressively Optimized Local Radiance Fields for Robust View Synthesis

We present an algorithm for reconstructing the radiance field of a large...

0 Andreas Meuleman, et al. ∙

research

∙ 02/23/2023

DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs

Close-up facial images captured at close distances often suffer from per...

0 Zhixiang Wang, et al. ∙

research

∙ 02/16/2023

Text-driven Visual Synthesis with Latent Diffusion Prior

There has been tremendous progress in large-scale text-to-image synthesi...

0 Ting-Hsuan Liao, et al. ∙

research

∙ 02/09/2023

In-N-Out: Face Video Inversion and Editing with Volumetric Decomposition

3D-aware GANs offer new capabilities for creative content editing, such ...

0 Yiran Xu, et al. ∙

research

∙ 01/30/2023

Shape-aware Text-driven Layered Video Editing

Temporal consistency is essential for video editing applications. Existi...

0 Yao-Chih Lee, et al. ∙

research

∙ 01/05/2023

Robust Dynamic Radiance Fields

Dynamic radiance field reconstruction methods aim to model the time-vary...

0 Yu-Lun Liu, et al. ∙

research

∙ 01/05/2023

HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling

Volumetric scene representations enable photorealistic view synthesis fo...

0 Benjamin Attal, et al. ∙

research

∙ 10/11/2022

AMICO: Amodal Instance Composition

Image composition aims to blend multiple objects to form a harmonized im...

0 Peiye Zhuang, et al. ∙

research

∙ 06/21/2022

Temporally Consistent Semantic Video Editing

Generative adversarial networks (GANs) have demonstrated impressive imag...

1 Yiran Xu, et al. ∙

research

∙ 04/22/2022

Learning Dynamic View Synthesis With Few RGBD Cameras

There have been significant advancements in dynamic novel view synthesis...

3 Shengze Wang, et al. ∙

research

∙ 04/07/2022

Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer

Videos are created to express emotion, exchange information, and share e...

3 Songwei Ge, et al. ∙

research

∙ 04/03/2022

Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature

Most computer vision systems assume distortion-free images as inputs. Th...

0 Zhixiang Wang, et al. ∙

research

∙ 03/30/2022

Learning Instance-Specific Adaptation for Cross-Domain Segmentation

We propose a test-time adaptation method for cross-domain image segmenta...

4 Yuliang Zou, et al. ∙

research

∙ 12/20/2021

Towards Computational Awareness in Autonomous Robots: An Empirical Study of Computational Kernels

The potential impact of autonomous robots on everyday life is evident in...

0 Ashrarul H. Sifat, et al. ∙

research

∙ 12/02/2021

Learning Neural Light Fields with Ray-Space Embedding Networks

Neural radiance fields (NeRFs) produce state-of-the-art view synthesis r...

0 Benjamin Attal, et al. ∙

research

∙ 09/13/2021

Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

We present an algorithm for re-rendering a person from a single image un...

0 Badour AlBahar, et al. ∙

research

∙ 05/13/2021

Dynamic View Synthesis from Dynamic Monocular Video

We present an algorithm for generating novel views at arbitrary viewpoin...

0 Chen Gao, et al. ∙

research

∙ 04/13/2021

DropLoss for Long-Tail Instance Segmentation

Long-tailed class distributions are prevalent among the practical applic...

0 Ting-I Hsieh, et al. ∙

research

∙ 03/30/2021

Learning Representational Invariances for Data-Efficient Action Recognition

Data augmentation is a ubiquitous technique for improving image classifi...

0 Yuliang Zou, et al. ∙

research

∙ 12/10/2020

Robust Consistent Video Depth Estimation

We present an algorithm for estimating consistent dense depth maps and c...

0 Johannes Kopf, et al. ∙

research

∙ 11/25/2020

Space-time Neural Irradiance Fields for Free-Viewpoint Video

We present a method that learns a spatiotemporal neural irradiance field...

1 Wenqi Xian, et al. ∙

research

∙ 10/22/2020

Few-Shot Adaptation of Generative Adversarial Networks

Generative Adversarial Networks (GANs) have shown remarkable performance...

5 Esther Robb, et al. ∙

research

∙ 10/19/2020

PseudoSeg: Designing Pseudo Labels for Semantic Segmentation

Recent advances in semi-supervised learning (SSL) demonstrate that a com...

15 Yuliang Zou, et al. ∙

research

∙ 09/03/2020

Flow-edge Guided Video Completion

We present a new flow-based video completion algorithm. Previous flow co...

9 Chen Gao, et al. ∙

research

∙ 08/26/2020

DRG: Dual Relation Graph for Human-Object Interaction Detection

We tackle the challenging problem of human-object interaction (HOI) dete...

11 Chen Gao, et al. ∙

research

∙ 08/26/2020

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Recent work has shown that the structure of deep convolutional neural ne...

14 Yun-Chun Chen, et al. ∙

research

∙ 08/24/2020

Semantic View Synthesis

We tackle a new problem of semantic view synthesis – generating free-vie...

8 Hsin-Ping Huang, et al. ∙

research

∙ 07/21/2020

Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling

Monocular visual odometry (VO) suffers severely from error accumulation ...

12 Yuliang Zou, et al. ∙

research

∙ 07/16/2020

FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

Recent state-of-the-art semi-supervised learning (SSL) methods use a com...

10 Chia-Wen Kuo, et al. ∙

research

∙ 05/21/2020

Instance-aware Image Colorization

Image colorization is inherently an ill-posed problem with multi-modal u...

5 Jheng-Wei Su, et al. ∙

research

∙ 04/30/2020

Consistent Video Depth Estimation

We present an algorithm for reconstructing dense, geometrically consiste...

8 Xuan Luo, et al. ∙

research

∙ 04/09/2020

3D Photography using Context-aware Layered Depth Inpainting

We propose a method for converting a single RGB-D input image into a 3D ...

13 Meng-Li Shih, et al. ∙

research

∙ 04/02/2020

Learning to See Through Obstructions

We present a learning-based approach for removing unwanted obstructions,...

23 Yu-Lun Liu, et al. ∙

research

∙ 04/02/2020

Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

Recovering a high dynamic range (HDR) image from a single low dynamic ra...

13 Yu-Lun Liu, et al. ∙

research

∙ 03/31/2020

Deep Semantic Matching with Foreground Detection and Cycle-Consistency

Establishing dense semantic correspondences between object instances rem...

3 Yun-Chun Chen, et al. ∙

research

∙ 01/23/2020

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

Few-shot classification aims to recognize novel categories with only few...

15 Hung-Yu Tseng, et al. ∙

research

∙ 01/09/2020

CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency

Unsupervised domain adaptation algorithms aim to transfer the knowledge ...

29 Yun-Chun Chen, et al. ∙

research

∙ 12/11/2019

Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

Human activities often occur in specific scene contexts, e.g., playing b...

24 Jinwoo Choi, et al. ∙

research

∙ 10/24/2019

Guided Image-to-Image Translation with Bi-Directional Feature Transformation

We address the problem of guided image-to-image translation where we tra...

32 Badour AlBahar, et al. ∙

research

∙ 06/13/2019

Show, Match and Segment: Joint Learning of Semantic Matching and Object Co-segmentation

We present an approach for jointly matching and segmenting object instan...

0 Yun-Chun Chen, et al. ∙

research

∙ 06/12/2019

Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification

Recent advances in semi-supervised learning methods rely on estimating c...

10 Chia-Wen Kuo, et al. ∙

research

∙ 05/02/2019

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations

Image-to-image translation aims to learn the mapping between two visual ...

8 Hsin-Ying Lee, et al. ∙

research

∙ 04/08/2019

A Closer Look at Few-shot Classification

Few-shot classification aims to learn a classifier to recognize unseen c...

8 Wei-Yu Chen, et al. ∙

research

∙ 12/20/2018

Deep Paper Gestalt

Recent years have witnessed a significant increase in the number of pape...

30 Jia-Bin Huang, et al. ∙

research

∙ 09/05/2018

DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

We present an unsupervised learning framework for simultaneously trainin...

6 Yuliang Zou, et al. ∙

research

∙ 09/04/2018

Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation

Unsupervised video segmentation plays an important role in a wide variet...

0 Yuan-Ting Hu, et al. ∙

research

∙ 09/04/2018

VideoMatch: Matching based Video Object Segmentation

Video object segmentation is challenging yet important in a wide variety...

6 Yuan-Ting Hu, et al. ∙

Jia-Bin Huang

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