b'Weidi Xie'

research

∙ 05/18/2023

Annotation-free Audio-Visual Segmentation

The objective of Audio-Visual Segmentation (AVS) is to locate sounding o...

12 Jinxiang Liu, et al. ∙

research

∙ 05/17/2023

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

In this paper, we focus on the problem of Medical Visual Question Answer...

10 Xiaoman Zhang, et al. ∙

research

∙ 04/27/2023

PMC-LLaMA: Further Finetuning LLaMA on Medical Papers

Large Language Models (LLMs) have showcased remarkable capabilities in n...

13 Chaoyi Wu, et al. ∙

research

∙ 04/27/2023

Zero-shot Unsupervised Transfer Instance Segmentation

Segmentation is a core computer vision competency, with applications spa...

2 Gyungin Shin, et al. ∙

research

∙ 04/04/2023

Towards Open-Vocabulary Video Instance Segmentation

Video Instance Segmentation(VIS) aims at segmenting and categorizing obj...

2 Haochen Wang, et al. ∙

research

∙ 03/29/2023

AutoAD: Movie Description in Context

The objective of this paper is an automatic Audio Description (AD) model...

14 Tengda Han, et al. ∙

research

∙ 03/23/2023

Collaboration Helps Camera Overtake LiDAR in 3D Detection

Camera-only 3D detection provides an economical solution with a simple c...

7 Yue Hu, et al. ∙

research

∙ 03/21/2023

Multi-modal Prompting for Low-Shot Temporal Action Localization

In this paper, we consider the problem of temporal action localization u...

1 Chen Ju, et al. ∙

research

∙ 03/13/2023

PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents

Foundation models trained on large-scale dataset gain a recent surge in ...

3 Weixiong Lin, et al. ∙

research

∙ 02/27/2023

Knowledge-enhanced Pre-training for Auto-diagnosis of Chest Radiology Images

Despite of the success of multi-modal foundation models pre-trained on l...

9 Xiaoman Zhang, et al. ∙

research

∙ 02/22/2023

K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging

In this paper, we consider the problem of disease diagnosis. Unlike the ...

2 Chaoyi Wu, et al. ∙

research

∙ 01/23/2023

OvarNet: Towards Open-vocabulary Object Attribute Recognition

In this paper, we consider the problem of simultaneously detecting objec...

5 Keyan Chen, et al. ∙

research

∙ 01/22/2023

Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision

In this paper, we consider the problem of open-vocabulary semantic segme...

7 Jilan Xu, et al. ∙

research

∙ 01/12/2023

Guiding Text-to-Image Diffusion Model Towards Grounded Generation

The goal of this paper is to augment a pre-trained text-to-image diffusi...

0 Ziyi Li, et al. ∙

research

∙ 01/05/2023

MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training

In this paper, we consider the problem of enhancing self-supervised visu...

38 Chaoyi Wu, et al. ∙

research

∙ 10/27/2022

Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models

When trained at a sufficient scale, self-supervised learning has exhibit...

8 Chaofan Ma, et al. ∙

research

∙ 10/18/2022

A Tri-Layer Plugin to Improve Occluded Detection

Detecting occluded objects still remains a challenge for state-of-the-ar...

3 Guanqi Zhan, et al. ∙

research

∙ 10/13/2022

Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors

The objective of this paper is audio-visual synchronisation of general v...

21 Vladimir Iashin, et al. ∙

research

∙ 10/10/2022

Turbo Training with Token Dropout

The objective of this paper is an efficient training method for video ta...

8 Tengda Han, et al. ∙

research

∙ 10/07/2022

A Simple Plugin for Transforming Images to Arbitrary Scales

Existing models on super-resolution often specialized for one scale, fun...

7 Qinye Zhou, et al. ∙

research

∙ 10/01/2022

Motion-inductive Self-supervised Object Discovery in Videos

In this paper, we consider the task of unsupervised object discovery in ...

7 Shuangrui Ding, et al. ∙

research

∙ 09/22/2022

NamedMask: Distilling Segmenters from Complementary Foundation Models

The goal of this work is to segment and name regions of images without a...

0 Gyungin Shin, et al. ∙

research

∙ 09/12/2022

Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images

Two-dimensional (2D) freehand ultrasound is the mainstay in prenatal car...

7 Pak Hei Yeung, et al. ∙

research

∙ 08/29/2022

CounTR: Transformer-based Generalised Visual Counting

In this paper, we consider the problem of generalised visual object coun...

2 Chang Liu, et al. ∙

research

∙ 08/20/2022

Transforming the Interactive Segmentation for Medical Imaging

The goal of this paper is to interactively refine the automatic segmenta...

12 Wentao Liu, et al. ∙

research

∙ 08/08/2022

Aerial Monocular 3D Object Detection

Drones equipped with cameras can significantly enhance human ability to ...

2 Yue Hu, et al. ∙

research

∙ 07/05/2022

Segmenting Moving Objects via an Object-Centric Layered Representation

The objective of this paper is a model that is able to discover, track a...

1 Junyu Xie, et al. ∙

research

∙ 06/26/2022

Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation

We present a simple yet effective self-supervised framework for audio-vi...

6 Jinxiang Liu, et al. ∙

research

∙ 06/14/2022

ReCo: Retrieve and Co-segment for Zero-shot Transfer

Semantic segmentation has a broad range of applications, but its real-wo...

1 Gyungin Shin, et al. ∙

research

∙ 06/14/2022

K-Space Transformer for Fast MRI Reconstruction with Implicit Representation

This paper considers the problem of fast MRI reconstruction. We propose ...

4 Ziheng Zhao, et al. ∙

research

∙ 04/06/2022

Temporal Alignment Networks for Long-term Video

The objective of this paper is a temporal alignment network that ingests...

0 Tengda Han, et al. ∙

research

∙ 03/23/2022

Unsupervised Salient Object Detection with Spectral Cluster Voting

In this paper, we tackle the challenging task of unsupervised salient ob...

21 Gyungin Shin, et al. ∙

research

∙ 12/10/2021

Label, Verify, Correct: A Simple Few Shot Object Detection Method

The objective of this paper is few-shot object detection (FSOD) – the ta...

2 Prannay Kaul, et al. ∙

research

∙ 12/08/2021

Prompting Visual-Language Models for Efficient Video Understanding

Visual-language pre-training has shown great success for learning joint ...

0 Chen Ju, et al. ∙

research

∙ 12/08/2021

Audio-Visual Synchronisation in the wild

In this paper, we consider the problem of audio-visual synchronisation a...

2 Honglie Chen, et al. ∙

research

∙ 11/17/2021

It's About Time: Analog Clock Reading in the Wild

In this paper, we present a framework for reading analog clocks in natur...

2 Charig Yang, et al. ∙

research

∙ 09/24/2021

ImplicitVol: Sensorless 3D Ultrasound Reconstruction with Deep Implicit Representation

The objective of this work is to achieve sensorless reconstruction of a ...

14 Pak Hei Yeung, et al. ∙

research

∙ 09/07/2021

Self-supervised Tumor Segmentation through Layer Decomposition

In this paper, we propose a self-supervised approach for tumor segmentat...

10 Xiaoman Zhang, et al. ∙

research

∙ 05/26/2021

Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-Supervised Learning

The objective of this work is to segment any arbitrary structures of int...

11 Pak Hei Yeung, et al. ∙

research

∙ 04/15/2021

Self-supervised Video Object Segmentation by Motion Grouping

Animals have evolved highly functional visual systems to understand moti...

21 Charig Yang, et al. ∙

research

∙ 04/13/2021

All you need are a few pixels: semantic segmentation with PixelPick

A central challenge for the task of semantic segmentation is the prohibi...

2 Gyungin Shin, et al. ∙

research

∙ 04/06/2021

Localizing Visual Sounds the Hard Way

The objective of this work is to localize sound sources that are visible...

7 Honglie Chen, et al. ∙

research

∙ 03/26/2021

Quantum Self-Supervised Learning

The popularisation of neural networks has seen incredible advances in pa...

13 Ben Jaderberg, et al. ∙

research

∙ 02/14/2021

NeRF–: Neural Radiance Fields Without Known Camera Parameters

This paper tackles the problem of novel view synthesis (NVS) from 2D ima...

5 Zirui Wang, et al. ∙

research

∙ 11/23/2020

Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation

The objective of this paper is to design a computational architecture th...

8 Hala Lamdouar, et al. ∙

research

∙ 10/19/2020

Self-supervised Co-training for Video Representation Learning

The objective of this paper is visual-only self-supervised video represe...

9 Tengda Han, et al. ∙

research

∙ 09/16/2020

Layered Neural Rendering for Retiming People in Video

We present a method for retiming people in an ordinary, natural video—ma...

10 Erika Lu, et al. ∙

research

∙ 09/01/2020

Inducing Predictive Uncertainty Estimation for Face Recognition

Knowing when an output can be trusted is critical for reliably using fac...

4 Weidi Xie, et al. ∙

research

∙ 08/03/2020

Memory-augmented Dense Predictive Coding for Video Representation Learning

The objective of this paper is self-supervised learning from video, in p...

6 Tengda Han, et al. ∙

research

∙ 06/22/2020

Self-supervised Video Object Segmentation

The objective of this paper is self-supervised representation learning, ...

16 Fangrui Zhu, et al. ∙

Weidi Xie

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