b'Lin Ma'

research

∙ 07/23/2022

Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations

Visual Entailment with natural language explanations aims to infer the r...

Qian Yang, et al. ∙

research

∙ 07/11/2022

MT-Net Submission to the Waymo 3D Detection Leaderboard

In this technical report, we introduce our submission to the Waymo 3D De...

Shaoxiang Chen, et al. ∙

research

∙ 07/03/2022

Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement

Getting rid of the fundamental limitations in fitting to the paired trai...

Zhangkai Ni, et al. ∙

research

∙ 05/13/2022

Leveraging Global Binary Masks for Structure Segmentation in Medical Images

Deep learning (DL) models for medical image segmentation are highly infl...

Mahdieh Kazemimoghadam, et al. ∙

research

∙ 03/10/2022

A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach

Temporal Sentence Grounding in Videos (TSGV), which aims to ground a nat...

Xiaohan Lan, et al. ∙

research

∙ 03/10/2022

MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes

3D dense captioning is a recently-proposed novel task, where point cloud...

Yang Jiao, et al. ∙

research

∙ 03/10/2022

Suspected Object Matters: Rethinking Model's Prediction for One-stage Visual Grounding

Recently, one-stage visual grounders attract high attention due to the c...

Yang Jiao, et al. ∙

research

∙ 12/02/2021

Controllable Video Captioning with an Exemplar Sentence

In this paper, we investigate a novel and challenging task, namely contr...

Yitian Yuan, et al. ∙

research

∙ 12/02/2021

Syntax Customized Video Captioning by Imitating Exemplar Sentences

Enhancing the diversity of sentences to describe video contents is an im...

Yitian Yuan, et al. ∙

research

∙ 10/09/2021

Two-stage Visual Cues Enhancement Network for Referring Image Segmentation

Referring Image Segmentation (RIS) aims at segmenting the target object ...

Yang Jiao, et al. ∙

research

∙ 10/01/2021

Video Temporal Relationship Mining for Data-Efficient Person Re-identification

This paper is a technical report to our submission to the ICCV 2021 VIPr...

Siyu Chen, et al. ∙

research

∙ 07/27/2021

Discriminative-Generative Representation Learning for One-Class Anomaly Detection

As a kind of generative self-supervised learning methods, generative adv...

Xuan Xia, et al. ∙

research

∙ 05/29/2021

ECMO: Peripheral Transplantation to Rehost Embedded Linux Kernels

Dynamic analysis based on the full-system emulator QEMU is widely used f...

Muhui Jiang, et al. ∙

research

∙ 05/29/2021

Revisiting Challenges for Selective Data Protection of Real Applications

Selective data protection is a promising technique to defend against the...

Lin Ma, et al. ∙

research

∙ 05/09/2021

Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior

Rain is a common natural phenomenon. Taking images in the rain however o...

Kaihao Zhang, et al. ∙

research

∙ 03/24/2021

Relation-aware Instance Refinement for Weakly Supervised Visual Grounding

Visual grounding, which aims to build a correspondence between visual ob...

Yongfei Liu, et al. ∙

research

∙ 03/12/2021

Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal

Rain streaks and rain drops are two natural phenomena, which degrade ima...

Kaihao Zhang, et al. ∙

research

∙ 02/18/2021

SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering

Medical visual question answering (Med-VQA) has tremendous potential in ...

Bo Liu, et al. ∙

research

∙ 01/05/2021

Similarity Reasoning and Filtration for Image-Text Matching

Image-text matching plays a critical role in bridging the vision and lan...

Haiwen Diao, et al. ∙

research

∙ 12/30/2020

Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network

In this work, we aim to learn an unpaired image enhancement model, which...

Zhangkai Ni, et al. ∙

research

∙ 12/30/2020

Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network

Improving the aesthetic quality of images is challenging and eager for t...

Zhangkai Ni, et al. ∙

research

∙ 11/18/2020

Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis

We tackle human image synthesis, including human motion imitation, appea...

Wen Liu, et al. ∙

research

∙ 10/16/2020

Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning

We propose a parsimonious quantile regression framework to learn the dyn...

Xing Yan, et al. ∙

research

∙ 09/02/2020

Intrinsic Relationship Reasoning for Small Object Detection

The small objects in images and videos are usually not independent indiv...

Kui Fu, et al. ∙

research

∙ 07/17/2020

Consensus-Aware Visual-Semantic Embedding for Image-Text Matching

Image-text matching plays a central role in bridging vision and language...

Haoran Wang, et al. ∙

research

∙ 04/04/2020

Deblurring by Realistic Blurring

Existing deep learning methods for image deblurring typically train mode...

Kaihao Zhang, et al. ∙

research

∙ 03/18/2020

STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition

Effective and Efficient spatio-temporal modeling is essential for action...

Xu Li, et al. ∙

research

∙ 03/16/2020

Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos

The task of temporally grounding textual queries in videos is to localiz...

Yijun Song, et al. ∙

research

∙ 03/01/2020

Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension

Referring expression comprehension (REF) aims at identifying a particula...

Zhenfang Chen, et al. ∙

research

∙ 01/25/2020

Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video

In this paper, we study the problem of weakly-supervised temporal ground...

Zhenfang Chen, et al. ∙

research

∙ 01/12/2020

Fine-grained Image-to-Image Transformation towards Visual Recognition

Existing image-to-image transformation approaches primarily focus on syn...

Wei Xiong, et al. ∙

research

∙ 12/18/2019

Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling

Pedestrian detection methods have been significantly improved with the d...

Tianrui Liu, et al. ∙

research

∙ 11/26/2019

LaFIn: Generative Landmark Guided Face Inpainting

It is challenging to inpaint face images in the wild, due to the large v...

Yang Yang, et al. ∙

research

∙ 11/24/2019

EDIT: Exemplar-Domain Aware Image-to-Image Translation

Image-to-image translation is to convert an image of the certain style t...

Yuanbin Fu, et al. ∙

research

∙ 11/13/2019

Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations

In this paper, we propose one novel model for point cloud semantic segme...

Xu Wang, et al. ∙

research

∙ 10/31/2019

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos

Temporal sentence grounding in videos aims to detect and localize one ta...

Yitian Yuan, et al. ∙

research

∙ 10/12/2019

Context-Gated Convolution

As the basic building block of Convolutional Neural Networks (CNNs), the...

Xudong Lin, et al. ∙

research

∙ 09/26/2019

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

We tackle the human motion imitation, appearance transfer, and novel vie...

Wen Liu, et al. ∙

research

∙ 09/11/2019

Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction

The task of temporally grounding language queries in videos is to tempor...

Jingwen Wang, et al. ∙

research

∙ 08/27/2019

Controllable Video Captioning with POS Sequence Guidance Based on Gated Fusion Network

In this paper, we propose to guide the video caption generation with Par...

Bairui Wang, et al. ∙

research

∙ 08/14/2019

MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences

Chinese meme-face is a special kind of internet subculture widely spread...

Yifu Chen, et al. ∙

research

∙ 08/12/2019

Sentence Specified Dynamic Video Thumbnail Generation

With the tremendous growth of videos over the Internet, video thumbnails...

Yiitan Yuan, et al. ∙

research

∙ 07/23/2019

Position Focused Attention Network for Image-Text Matching

Image-text matching tasks have recently attracted a lot of attention in ...

Yaxiong Wang, et al. ∙

research

∙ 06/06/2019

Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video

In this paper, we address a novel task, namely weakly-supervised spatio-...

Zhenfang Chen, et al. ∙

research

∙ 06/03/2019

Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning

In this paper, the problem of describing visual contents of a video sequ...

Wei Zhang, et al. ∙

research

∙ 05/28/2019

Hallucinating Optical Flow Features for Video Classification

Appearance and motion are two key components to depict and characterize ...

Yongyi Tang, et al. ∙

research

∙ 05/28/2019

Image Deformation Meta-Networks for One-Shot Learning

Humans can robustly learn novel visual concepts even when images undergo...

Zitian Chen, et al. ∙

research

∙ 05/10/2019

Spatio-temporal Video Re-localization by Warp LSTM

The need for efficiently finding the video content a user wants is incre...

Yang Feng, et al. ∙

research

∙ 02/28/2019

PFLD: A Practical Facial Landmark Detector

Being accurate, efficient, and compact is essential to a facial landmark...

Xiaojie Guo, et al. ∙

research

∙ 02/02/2019

Hierarchical Photo-Scene Encoder for Album Storytelling

In this paper, we propose a novel model with a hierarchical photo-scene ...

Bairui Wang, et al. ∙

Lin Ma

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