b'Yifan Jiang'

research

∙ 08/28/2023

FIRE: Food Image to REcipe generation

Food computing has emerged as a prominent multidisciplinary field of res...

0 Prateek Chhikara, et al. ∙

research

∙ 06/16/2023

Wasserstein distributional robustness of neural networks

Deep neural networks are known to be vulnerable to adversarial attacks (...

0 Xingjian Bai, et al. ∙

research

∙ 05/25/2023

POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference

Despite the significant progress in six degrees-of-freedom (6DoF) object...

0 Zhiwen Fan, et al. ∙

research

∙ 05/16/2023

The Weighted Möbius Score: A Unified Framework for Feature Attribution

Feature attribution aims to explain the reasoning behind a black-box mod...

0 Yifan Jiang, et al. ∙

research

∙ 05/01/2023

In-Context Learning Unlocked for Diffusion Models

We present Prompt Diffusion, a framework for enabling in-context learnin...

0 Zhendong Wang, et al. ∙

research

∙ 04/26/2023

Transferring Procedural Knowledge across Commonsense Tasks

Stories about everyday situations are an essential part of human communi...

0 Yifan Jiang, et al. ∙

research

∙ 04/25/2023

Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models

Diffusion models are powerful, but they require a lot of time and data t...

0 Zhendong Wang, et al. ∙

research

∙ 03/30/2023

PAIR-Diffusion: Object-Level Image Editing with Structure-and-Appearance Paired Diffusion Models

Image editing using diffusion models has witnessed extremely fast-paced ...

0 Vidit Goel, et al. ∙

research

∙ 02/26/2023

Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition

Recently, skeleton-based human action has become a hot research topic be...

0 Yifan Jiang, et al. ∙

research

∙ 01/24/2023

Sequential propagation of chaos

A new class of particle systems with sequential interaction is proposed ...

0 Kai Du, et al. ∙

research

∙ 11/29/2022

NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views

Virtual reality and augmented reality (XR) bring increasing demand for 3...

0 Dejia Xu, et al. ∙

research

∙ 11/17/2022

AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training

Neural Radiance Fields (NeRFs) are a powerful representation for modelin...

0 Yifan Jiang, et al. ∙

research

∙ 10/17/2022

Signal Processing for Implicit Neural Representations

Implicit Neural Representations (INRs) encoding continuous multi-media d...

0 Dejia Xu, et al. ∙

research

∙ 10/10/2022

Pose-Guided Graph Convolutional Networks for Skeleton-Based Action Recognition

Graph convolutional networks (GCNs), which can model the human body skel...

0 Han Chen, et al. ∙

research

∙ 09/19/2022

NeRF-SOS: Any-View Self-supervised Object Segmentation from Complex Real-World Scenes

Neural volumetric representations have shown the potential that Multi-la...

0 Zhiwen Fan, et al. ∙

research

∙ 09/11/2022

Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis

To what extent do pre-trained language models grasp semantic knowledge r...

0 Pangbo Ban, et al. ∙

research

∙ 04/05/2022

Unified Implicit Neural Stylization

Representing visual signals by implicit representation (e.g., a coordina...

14 Zhiwen Fan, et al. ∙

research

∙ 04/02/2022

SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image

Despite the rapid development of Neural Radiance Field (NeRF), the neces...

0 Dejia Xu, et al. ∙

research

∙ 03/11/2022

TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley

In recent years, deep learning approaches have been proved good performa...

0 Yifan Jiang, et al. ∙

research

∙ 01/02/2022

Fast and High-Quality Image Denoising via Malleable Convolutions

Many image processing networks apply a single set of static convolutiona...

15 Yifan Jiang, et al. ∙

research

∙ 12/09/2021

Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search

Efficient video architecture is the key to deploying video recognition s...

0 Yifan Jiang, et al. ∙

research

∙ 11/19/2021

Action Recognition with Domain Invariant Features of Skeleton Image

Due to the fast processing-speed and robustness it can achieve, skeleton...

0 Han Chen, 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

∙ 08/01/2021

CERL: A Unified Optimization Framework for Light Enhancement with Realistic Noise

Low-light images captured in the real world are inevitably corrupted by ...

0 Zeyuan Chen, et al. ∙

research

∙ 06/23/2021

IA-RED^2: Interpretability-Aware Redundancy Reduction for Vision Transformers

The self-attention-based model, transformer, is recently becoming the le...

0 Bowen Pan, et al. ∙

research

∙ 04/22/2021

InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks

The promise of Deep Neural Network (DNN) powered Internet of Thing (IoT)...

0 Yonggan Fu, et al. ∙

research

∙ 04/08/2021

A Design Space Study for LISTA and Beyond

In recent years, great success has been witnessed in building problem-sp...

0 Tianjian Meng, et al. ∙

research

∙ 02/14/2021

TransGAN: Two Transformers Can Make One Strong GAN

The recent explosive interest on transformers has suggested their potent...

0 Yifan Jiang, et al. ∙

research

∙ 02/01/2021

Few-shot Learning for CT Scan based COVID-19 Diagnosis

Coronavirus disease 2019 (COVID-19) is a Public Health Emergency of Inte...

0 Yifan Jiang, et al. ∙

research

∙ 01/06/2021

Convergence of the Deep BSDE method for FBSDEs with non-Lipschitz coefficients

This paper is dedicated to solve high-dimensional coupled FBSDEs with no...

0 Yifan Jiang, et al. ∙

research

∙ 07/29/2020

COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network

Coronavirus disease 2019 (COVID-19) is an ongoing global pandemic that h...

25 Yifan Jiang, et al. ∙

research

∙ 08/11/2019

AutoGAN: Neural Architecture Search for Generative Adversarial Networks

Neural architecture search (NAS) has witnessed prevailing success in ima...

10 Xinyu Gong, et al. ∙

research

∙ 06/17/2019

EnlightenGAN: Deep Light Enhancement without Paired Supervision

Deep learning-based methods have achieved remarkable success in image re...

26 Yifan Jiang, et al. ∙

research

∙ 04/05/2018

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

State-of-the-art pedestrian detection models have achieved great success...

0 Xi Ouyang, et al. ∙

Yifan Jiang

Featured Co-authors