b'Juncheng Li'

research

∙ 08/19/2023

ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval

Recent studies have shown that dense retrieval models, lacking dedicated...

0 Kaihang Pan, et al. ∙

research

∙ 08/08/2023

Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions

Multimodal Large Language Models (MLLMs) have recently sparked significa...

0 Juncheng Li, et al. ∙

research

∙ 07/05/2023

Multi-Scale Prototypical Transformer for Whole Slide Image Classification

Whole slide image (WSI) classification is an essential task in computati...

0 Saisai Ding, et al. ∙

research

∙ 06/12/2023

Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images

Deep learning (DL) has proven highly effective for ultrasound-based comp...

0 Jian Wang, et al. ∙

research

∙ 05/25/2023

Sim-Suction: Learning a Suction Grasp Policy for Cluttered Environments Using a Synthetic Benchmark

This paper presents Sim-Suction, a robust object-aware suction grasp pol...

0 Juncheng Li, et al. ∙

research

∙ 05/25/2023

Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification

The multi-scale information among the whole slide images (WSIs) is essen...

0 Saisai Ding, et al. ∙

research

∙ 05/23/2023

Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document

Visual relation extraction (VRE) aims to extract relations between entit...

0 Xiangnan Chen, et al. ∙

research

∙ 05/22/2023

Interactive Data Synthesis for Systematic Vision Adaptation via LLMs-AIGCs Collaboration

Recent text-to-image generation models have shown promising results in g...

0 Qifan Yu, et al. ∙

research

∙ 05/21/2023

InstructVid2Vid: Controllable Video Editing with Natural Language Instructions

We present an end-to-end diffusion-based method for editing videos with ...

0 Bosheng Qin, et al. ∙

research

∙ 05/17/2023

Sim-MEES: Modular End-Effector System Grasping Dataset for Mobile Manipulators in Cluttered Environments

In this paper, we present Sim-MEES: a large-scale synthetic dataset that...

0 Juncheng Li, et al. ∙

research

∙ 04/22/2023

Fast MRI Reconstruction via Edge Attention

Fast and accurate MRI reconstruction is a key concern in modern clinical...

0 Hanhui Yang, et al. ∙

research

∙ 04/13/2023

EWT: Efficient Wavelet-Transformer for Single Image Denoising

Transformer-based image denoising methods have achieved encouraging resu...

0 Juncheng Li, et al. ∙

research

∙ 03/24/2023

PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-Resolution

Stereo image super-resolution aims to boost the performance of image sup...

0 Hansheng Guo, et al. ∙

research

∙ 03/23/2023

Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World

Scene Graph Generation (SGG) aims to extract <subject, predicate, object...

0 Qifan Yu, et al. ∙

research

∙ 03/22/2023

Meta-augmented Prompt Tuning for Better Few-shot Learning

Prompt tuning is a parameter-efficient method, which freezes all PLM par...

0 Kaihang Pan, et al. ∙

research

∙ 03/12/2023

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models

Prompt tuning, a recently emerging paradigm, enables the powerful vision...

0 Juncheng Li, et al. ∙

research

∙ 02/21/2023

Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN

In the past decade, convolutional neural networks (CNNs) have shown prom...

0 Guoan Xu, et al. ∙

research

∙ 01/22/2023

Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding

Temporal grounding is the task of locating a specific segment from an un...

0 Juncheng Li, et al. ∙

research

∙ 12/29/2022

Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network

Recently, great progress has been made in single-image super-resolution ...

0 Wenjie Li, et al. ∙

research

∙ 10/12/2022

Auto-bidding Equilibrium in ROI-Constrained Online Advertising Markets

Most of the work in auction design literature assumes that bidders behav...

0 Juncheng Li, et al. ∙

research

∙ 08/04/2022

Fine-Grained Semantically Aligned Vision-Language Pre-Training

Large-scale vision-language pre-training has shown impressive advances i...

2 Juncheng Li, et al. ∙

research

∙ 08/03/2022

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos

Understanding human emotions is a crucial ability for intelligent robots...

2 Juncheng Li, et al. ∙

research

∙ 07/13/2022

Masked Autoencoders that Listen

This paper studies a simple extension of image-based Masked Autoencoders...

3 Po-Yao Huang, et al. ∙

research

∙ 07/11/2022

Snow Mask Guided Adaptive Residual Network for Image Snow Removal

Image restoration under severe weather is a challenging task. Most of th...

7 Bodong Cheng, et al. ∙

research

∙ 07/09/2022

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval

Content-Based Image Retrieval (CIR) aims to search for a target image by...

1 Wenqiao Zhang, et al. ∙

research

∙ 07/06/2022

Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution

With the development of deep learning, single image super-resolution (SI...

0 Wenjie Li, et al. ∙

research

∙ 04/29/2022

Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation

Single image denoising (SID) has achieved significant breakthroughs with...

1 Juncheng Li, et al. ∙

research

∙ 04/28/2022

Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer

Single-image super-resolution (SISR) has achieved significant breakthrou...

3 Guangwei Gao, et al. ∙

research

∙ 04/20/2022

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

In this paper, we summarize the 1st NTIRE challenge on stereo image supe...

7 Longguang Wang, et al. ∙

research

∙ 04/19/2022

CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution

Recently, deep convolution neural networks (CNNs) steered face super-res...

11 Guangwei Gao, et al. ∙

research

∙ 03/24/2022

Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning

Temporal grounding in videos aims to localize one target video segment t...

6 Juncheng Li, et al. ∙

research

∙ 12/16/2021

Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution

Convolutional neural networks based single-image super-resolution (SISR)...

14 Guangwei Gao, et al. ∙

research

∙ 12/13/2021

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning

Text-based image captioning (TextCap) requires simultaneous comprehensio...

5 Wenqiao Zhang, et al. ∙

research

∙ 09/29/2021

From Beginner to Master: A Survey for Deep Learning-based Single-Image Super-Resolution

Single-image super-resolution (SISR) is an important task in image proce...

10 Juncheng Li, et al. ∙

research

∙ 09/02/2021

FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation

Real-time semantic segmentation, which can be visually understood as the...

2 Guangwei Gao, et al. ∙

research

∙ 08/25/2021

Efficient Transformer for Single Image Super-Resolution

Single image super-resolution task has witnessed great strides with the ...

15 Zhisheng Lu, et al. ∙

research

∙ 08/20/2021

Structure-Preserving Deraining with Residue Channel Prior Guidance

Single image deraining is important for many high-level computer vision ...

1 Qiaosi Yi, et al. ∙

research

∙ 08/09/2021

Design and Experimental Evaluation of a Hierarchical Controller for an Autonomous Ground Vehicle with Large Uncertainties

Autonomous ground vehicles (AGVs) are receiving increasing attention, an...

0 Juncheng Li, et al. ∙

research

∙ 07/26/2021

Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference

Video-and-Language Inference is a recently proposed task for joint video...

0 Juncheng Li, et al. ∙

research

∙ 06/02/2021

Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation

Under stereo settings, the problem of image super-resolution (SR) and di...

7 Qinyan Dai, et al. ∙

research

∙ 03/24/2021

Lightweight Image Super-Resolution with Multi-scale Feature Interaction Network

Recently, the single image super-resolution (SISR) approaches with deep ...

14 Zhengxue Wang, et al. ∙

research

∙ 02/24/2021

Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing

Single image dehazing is a challenging ill-posed problem that has drawn ...

2 Qiaosi Yi, et al. ∙

research

∙ 01/05/2021

Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background

Crowd counting is an important task that shown great application value i...

11 Qiaosi Yi, et al. ∙

research

∙ 12/15/2020

Efficient Trajectory Planning for Multiple Non-holonomic Mobile Robots via Prioritized Trajectory Optimization

In this paper, we present a novel approach to efficiently generate colli...

0 Juncheng Li, et al. ∙

research

∙ 09/12/2020

Revisiting Factorizing Aggregated Posterior in Learning Disentangled Representations

In the problem of learning disentangled representations, one of the prom...

5 Ze Cheng, et al. ∙

research

∙ 08/30/2020

MDCN: Multi-scale Dense Cross Network for Image Super-Resolution

Convolutional neural networks have been proven to be of great benefit fo...

5 Juncheng Li, et al. ∙

research

∙ 08/11/2020

Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling

Visual Storytelling (VIST) is a task to tell a narrative story about a c...

7 Jiacheng Li, et al. ∙

research

∙ 06/24/2020

Disentangle Perceptual Learning through Online Contrastive Learning

Pursuing realistic results according to human visual perception is the c...

17 Kangfu Mei, et al. ∙

research

∙ 03/26/2020

Integrating Combined Task and Motion Planning with Compliant Control

Planning a motion for inserting pegs remains an open problem. The diffic...

0 Hao Chen, et al. ∙

research

∙ 02/26/2020

Universal Phone Recognition with a Multilingual Allophone System

Multilingual models can improve language processing, particularly for lo...

0 Xinjian Li, et al. ∙

Juncheng Li

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