b'Zhe Lin'

research

∙ 08/24/2023

SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data

We propose Subject-Conditional Relation Detection SCoRD, where condition...

0 Ziyan Yang, et al. ∙

research

∙ 07/23/2023

MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems

Along with the fast evolution of deep neural networks, the hardware syst...

0 Guan Shen, et al. ∙

research

∙ 05/28/2023

SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation Network

In photo editing, it is common practice to remove visual distractions to...

0 Chuong Huynh, et al. ∙

research

∙ 05/18/2023

XFormer: Fast and Accurate Monocular 3D Body Capture

We present XFormer, a novel human mesh and motion capture method that ac...

0 Lihui Qian, et al. ∙

research

∙ 04/06/2023

InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Recent advances in personalized image generation allow a pre-trained tex...

0 Jing Shi, et al. ∙

research

∙ 04/01/2023

Automatic High Resolution Wire Segmentation and Removal

Wires and powerlines are common visual distractions that often undermine...

0 Mang Tik Chiu, et al. ∙

research

∙ 03/08/2023

Video-P2P: Video Editing with Cross-attention Control

This paper presents Video-P2P, a novel framework for real-world video ed...

0 Shaoteng Liu, et al. ∙

research

∙ 12/13/2022

Structure-Guided Image Completion with Image-level and Object-level Semantic Discriminators

Structure-guided image completion aims to inpaint a local region of an i...

0 Haitian Zheng, et al. ∙

research

∙ 12/02/2022

ObjectStitch: Generative Object Compositing

Object compositing based on 2D images is a challenging problem since it ...

0 Yizhi Song, et al. ∙

research

∙ 08/24/2022

3D-FM GAN: Towards 3D-Controllable Face Manipulation

3D-controllable portrait synthesis has significantly advanced, thanks to...

0 Yuchen Liu, et al. ∙

research

∙ 08/09/2022

HyperNST: Hyper-Networks for Neural Style Transfer

We present HyperNST; a neural style transfer (NST) technique for the art...

11 Dan Ruta, et al. ∙

research

∙ 08/06/2022

Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation

Recently, deep models have established SOTA performance for low-resoluti...

19 Lingzhi Zhang, et al. ∙

research

∙ 08/05/2022

Perceptual Artifacts Localization for Inpainting

Image inpainting is an essential task for multiple practical application...

10 Lingzhi Zhang, et al. ∙

research

∙ 04/16/2022

Shape-guided Object Inpainting

Previous works on image inpainting mainly focus on inpainting background...

0 Yu Zeng, et al. ∙

research

∙ 03/29/2022

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

Recent studies have shown the importance of modeling long-range interact...

8 Wenbo Li, et al. ∙

research

∙ 03/22/2022

CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training

Recent image inpainting methods have made great progress but often strug...

0 Haitian Zheng, et al. ∙

research

∙ 03/17/2022

CoGS: Controllable Generation and Search from Sketch and Style

We present CoGS, a novel method for the style-conditioned, sketch-driven...

0 Cusuh Ham, et al. ∙

research

∙ 03/10/2022

StyleBabel: Artistic Style Tagging and Captioning

We present StyleBabel, a unique open access dataset of natural language ...

8 Dan Ruta, et al. ∙

research

∙ 01/25/2022

PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs

Power estimation is the basis of many hardware optimization strategies. ...

4 Zhe Lin, et al. ∙

research

∙ 01/22/2022

Visual Information Guided Zero-Shot Paraphrase Generation

Zero-shot paraphrase generation has drawn much attention as the large-sc...

0 Zhe Lin, et al. ∙

research

∙ 12/20/2021

Lite Vision Transformer with Enhanced Self-Attention

Despite the impressive representation capacity of vision transformer mod...

0 Chenglin Yang, et al. ∙

research

∙ 11/30/2021

SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches

Sketch-based image manipulation is an interactive image editing task to ...

9 Yu Zeng, et al. ∙

research

∙ 09/15/2021

Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering

Paraphrase generation is an important task in natural language processin...

0 Zhe Lin, et al. ∙

research

∙ 09/04/2021

Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach

In recent years, neural paraphrase generation based on Seq2Seq has achie...

0 Zhe Lin, et al. ∙

research

∙ 08/15/2021

SSH: A Self-Supervised Framework for Image Harmonization

Image harmonization aims to improve the quality of image compositing by ...

0 Yifan Jiang, et al. ∙

research

∙ 06/17/2021

Learning to Predict Visual Attributes in the Wild

Visual attributes constitute a large portion of information contained in...

0 Khoi Pham, et al. ∙

research

∙ 06/09/2021

Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing

Abstract Meaning Representation (AMR) is a rooted, labeled, acyclic grap...

0 Yitao Cai, et al. ∙

research

∙ 04/06/2021

Content-Aware GAN Compression

Generative adversarial networks (GANs), e.g., StyleGAN2, play a vital ro...

0 Yuchen Liu, et al. ∙

research

∙ 03/27/2021

Going Deeper Into Face Detection: A Survey

Face detection is a crucial first step in many facial recognition and fa...

25 Shervin Minaee, et al. ∙

research

∙ 03/17/2021

ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity

We present ALADIN (All Layer AdaIN); a novel architecture for searching ...

0 Dan Ruta, et al. ∙

research

∙ 12/14/2020

Semantic Layout Manipulation with High-Resolution Sparse Attention

We tackle the problem of semantic image layout manipulation, which aims ...

0 Haitian Zheng, et al. ∙

research

∙ 12/13/2020

Meticulous Object Segmentation

Compared with common image segmentation tasks targeted at low-resolution...

0 Chenglin Yang, et al. ∙

research

∙ 12/12/2020

Mask Guided Matting via Progressive Refinement Network

We propose Mask Guided (MG) Matting, a robust matting framework that tak...

0 Qihang Yu, et al. ∙

research

∙ 12/11/2020

Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System

Decision trees are machine learning models commonly used in various appl...

6 Zhe Lin, et al. ∙

research

∙ 11/25/2020

CR-Fill: Generative Image Inpainting with Auxiliary Contexutal Reconstruction

Recent deep generative inpainting methods use attention layers to allow ...

0 Yu Zeng, et al. ∙

research

∙ 11/04/2020

Deep Image Compositing

Image compositing is a task of combining regions from different images t...

0 He Zhang, et al. ∙

research

∙ 10/06/2020

Scene Graph Modification Based on Natural Language Commands

Structured representations like graphs and parse trees play a crucial ro...

0 Xuanli He, et al. ∙

research

∙ 09/03/2020

Scalable Light-Weight Integration of FPGA Based Accelerators with Chip Multi-Processors

Modern multicore systems are migrating from homogeneous systems to heter...

0 Zhe Lin, et al. ∙

research

∙ 09/03/2020

Decision Tree Based Hardware Power Monitoring for Run Time Dynamic Power Management in FPGA

Fine-grained runtime power management techniques could be promising solu...

0 Zhe Lin, et al. ∙

research

∙ 09/03/2020

An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power

As field-programmable gate arrays become prevalent in critical applicati...

0 Zhe Lin, et al. ∙

research

∙ 09/03/2020

Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA

Decision trees are machine learning models commonly used in various appl...

0 Zhe Lin, et al. ∙

research

∙ 09/02/2020

HL-Pow: A Learning-Based Power Modeling Framework for High-Level Synthesis

High-level synthesis (HLS) enables designers to customize hardware desig...

0 Zhe Lin, et al. ∙

research

∙ 08/04/2020

Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions

We propose a novel algorithm, named Open-Edit, which is the first attemp...

13 Xihui Liu, et al. ∙

research

∙ 08/03/2020

PhraseCut: Language-based Image Segmentation in the Wild

We consider the problem of segmenting image regions given a natural lang...

5 Chenyun Wu, et al. ∙

research

∙ 08/03/2020

Shape Adaptor: A Learnable Resizing Module

We present a novel resizing module for neural networks: shape adaptor, a...

12 Shikun Liu, et al. ∙

research

∙ 07/29/2020

Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild

Due to the ubiquity of smartphones, it is popular to take photos of one'...

8 Liqian Ma, et al. ∙

research

∙ 07/20/2020

Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation

Autoregressive models recently achieved comparable results versus state-...

8 Kenan E. Ak, et al. ∙

research

∙ 07/07/2020

Real-time Semantic Segmentation with Fast Attention

In deep CNN based models for semantic segmentation, high accuracy relies...

0 Ping Hu, et al. ∙

research

∙ 05/24/2020

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

Existing image inpainting methods often produce artifacts when dealing w...

2 Yu Zeng, et al. ∙

research

∙ 04/07/2020

Context-Aware Group Captioning via Self-Attention and Contrastive Features

While image captioning has progressed rapidly, existing works focus main...

1 Zhuowan Li, et al. ∙

Zhe Lin

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