b'Liang Lin'

research

∙ 09/18/2023

VisualProg Distiller: Learning to Fine-tune Non-differentiable Visual Programming Frameworks

As an interpretable and universal neuro-symbolic paradigm based on Large...

0 Wentao Wan, et al. ∙

research

∙ 09/09/2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method

Despite substantial advances, single-image super-resolution (SISR) is al...

0 Pengxu Wei, et al. ∙

research

∙ 08/23/2023

EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE

Building scalable vision-language models to learn from diverse, multimod...

0 Junyi Chen, et al. ∙

research

∙ 08/22/2023

DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment

Cross-modal garment synthesis and manipulation will significantly benefi...

0 Xujie Zhang, et al. ∙

research

∙ 08/20/2023

Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos

Multi-person 3D mesh recovery from videos is a critical first step towar...

0 Haoyuan Li, et al. ∙

research

∙ 08/19/2023

Understanding Self-attention Mechanism via Dynamical System Perspective

The self-attention mechanism (SAM) is widely used in various fields of a...

0 Zhongzhan Huang, et al. ∙

research

∙ 08/13/2023

LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts

Thanks to the rapid development of diffusion models, unprecedented progr...

0 Binbin Yang, et al. ∙

research

∙ 06/30/2023

Exploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning

In this paper, we address a complex but practical scenario in semi-super...

0 Ganlong Zhao, et al. ∙

research

∙ 05/23/2023

Control-A-Video: Controllable Text-to-Video Generation with Diffusion Models

This paper presents a controllable text-to-video (T2V) diffusion model, ...

0 Weifeng Chen, et al. ∙

research

∙ 05/15/2023

Identity-Preserving Talking Face Generation with Landmark and Appearance Priors

Generating talking face videos from audio attracts lots of research inte...

0 Weizhi Zhong, et al. ∙

research

∙ 05/09/2023

SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models

Diffusion models, which have emerged to become popular text-to-image gen...

0 Shanshan Zhong, et al. ∙

research

∙ 05/06/2023

Multi-object Video Generation from Single Frame Layouts

In this paper, we study video synthesis with emphasis on simplifying the...

0 Yang Wu, et al. ∙

research

∙ 04/13/2023

ASR: Attention-alike Structural Re-parameterization

The structural re-parameterization (SRP) technique is a novel deep learn...

0 Shanshan Zhong, et al. ∙

research

∙ 03/20/2023

Open-World Pose Transfer via Sequential Test-Time Adaption

Pose transfer aims to transfer a given person into a specified posture, ...

0 Junyang Chen, et al. ∙

research

∙ 03/06/2023

Masked Images Are Counterfactual Samples for Robust Fine-tuning

Deep learning models are challenged by the distribution shift between th...

0 Yao Xiao, et al. ∙

research

∙ 02/13/2023

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation

Vision-Language Navigation (VLN) is a challenging task which requires an...

2 Bingqian Lin, et al. ∙

research

∙ 02/05/2023

On Robust Numerical Solver for ODE via Self-Attention Mechanism

With the development of deep learning techniques, AI-enhanced numerical ...

0 Zhongzhan Huang, et al. ∙

research

∙ 01/03/2023

OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup

Image Virtual try-on aims at replacing the cloth on a personal image wit...

1 Zhijing Yang, et al. ∙

research

∙ 01/02/2023

Multi-Stage Spatio-Temporal Aggregation Transformer for Video Person Re-identification

In recent years, the Transformer architecture has shown its superiority ...

0 Ziyi Tang, et al. ∙

research

∙ 12/06/2022

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Geometry problem solving is a well-recognized testbed for evaluating the...

18 Jiaqi Chen, et al. ∙

research

∙ 11/21/2022

DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning

Large-scale text-to-image generation models have achieved remarkable pro...

0 Ziyi Dong, et al. ∙

research

∙ 11/15/2022

Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels

As a promising solution of reducing annotation cost, training multi-labe...

0 Tao Pu, et al. ∙

research

∙ 11/12/2022

Structure-Preserving 3D Garment Modeling with Neural Sewing Machines

3D Garment modeling is a critical and challenging topic in the area of c...

0 Xipeng Chen, et al. ∙

research

∙ 11/12/2022

Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning

We investigate a practical domain adaptation task, called source-free do...

0 Ziyi Zhang, et al. ∙

research

∙ 10/28/2022

OhMG: Zero-shot Open-vocabulary Human Motion Generation

Generating motion in line with text has attracted increasing attention n...

0 Junfan Lin, et al. ∙

research

∙ 10/27/2022

Layer-wise Shared Attention Network on Dynamical System Perspective

Attention networks have successfully boosted accuracy in various vision ...

0 Zhongzhan Huang, et al. ∙

research

∙ 08/07/2022

Accelerating Numerical Solvers for Large-Scale Simulation of Dynamical System via NeurVec

Ensemble-based large-scale simulation of dynamical systems is essential ...

8 Zhongzhan Huang, et al. ∙

research

∙ 07/31/2022

Robust Real-World Image Super-Resolution against Adversarial Attacks

Recently deep neural networks (DNNs) have achieved significant success i...

0 Jiutao Yue, et al. ∙

research

∙ 07/13/2022

Adversarially-Aware Robust Object Detector

Object detection, as a fundamental computer vision task, has achieved a ...

0 Ziyi Dong, et al. ∙

research

∙ 07/04/2022

Discourse-Aware Graph Networks for Textual Logical Reasoning

Textual logical reasoning, especially question answering (QA) tasks with...

0 Yinya Huang, et al. ∙

research

∙ 06/06/2022

Real-World Image Super-Resolution by Exclusionary Dual-Learning

Real-world image super-resolution is a practical image restoration probl...

12 Hao Li, et al. ∙

research

∙ 05/23/2022

Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels

Multi-label image recognition with partial labels (MLR-PL), in which som...

0 Tianshui Chen, et al. ∙

research

∙ 05/17/2022

LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning

Recently, deep learning models have made great progress in MWP solving o...

0 Zhicheng Yang, et al. ∙

research

∙ 05/07/2022

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution

Due to the sophisticated imaging process, an identical scene captured by...

0 Xiaoqian Xu, et al. ∙

research

∙ 05/06/2022

Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism

Continual learning is a challenging real-world problem for constructing ...

0 Binbin Yang, et al. ∙

research

∙ 04/08/2022

Semantic Representation and Dependency Learning for Multi-Label Image Recognition

Recently many multi-label image recognition (MLR) works have made signif...

0 Tao Pu, et al. ∙

research

∙ 03/07/2022

Open Set Domain Adaptation By Novel Class Discovery

In Open Set Domain Adaptation (OSDA), large amounts of target samples ar...

0 Jingyu Zhuang, et al. ∙

research

∙ 03/04/2022

Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels

Training the multi-label image recognition models with partial labels, i...

0 Tao Pu, et al. ∙

research

∙ 02/26/2022

Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning

Recent advances in deep learning significantly boost the performance of ...

0 Pengxiang Yan, et al. ∙

research

∙ 12/21/2021

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels

Multi-label image recognition is a fundamental yet practical task becaus...

0 Tianshui Chen, et al. ∙

research

∙ 11/30/2021

Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction

Land remote sensing analysis is a crucial research in earth science. In ...

0 Lingbo Liu, et al. ∙

research

∙ 11/08/2021

Enhancing Prototypical Few-Shot Learning by Leveraging the Local-Level Strategy

Aiming at recognizing the samples from novel categories with few referen...

0 Junying Huang, et al. ∙

research

∙ 10/27/2021

Image Comes Dancing with Collaborative Parsing-Flow Video Synthesis

Transferring human motion from a source to a target person poses great p...

6 Bowen Wu, et al. ∙

research

∙ 10/26/2021

Plug-and-Play Few-shot Object Detection with Meta Strategy and Explicit Localization Inference

Aiming at recognizing and localizing the object of novel categories by a...

13 Junying Huang, et al. ∙

research

∙ 10/16/2021

Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation

An embodied task such as embodied question answering (EmbodiedQA), requi...

0 Yang Wu, et al. ∙

research

∙ 09/29/2021

Road Network Guided Fine-Grained Urban Traffic Flow Inference

Accurate inference of fine-grained traffic flow from coarse-grained one ...

0 Lingbo Liu, et al. ∙

research

∙ 09/19/2021

Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition

Unifying acoustic and linguistic representation learning has become incr...

0 Guolin Zheng, et al. ∙

research

∙ 08/22/2021

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift

Recently proposed neural architecture search (NAS) methods co-train bill...

11 Jiefeng Peng, et al. ∙

research

∙ 08/12/2021

Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning

Open-set semi-supervised learning (open-set SSL) investigates a challeng...

0 Junkai Huang, et al. ∙

research

∙ 07/23/2021

Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation

Language instruction plays an essential role in the natural language gro...

5 Bingqian Lin, et al. ∙

Liang Lin

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