Fuxin Li

发表

Web-based Deep Segmentation of Indoor Point Clouds

Yelda Turkan, Erzhuo Che, Zehuan Chen, 2019, Proceedings of the 36th International Symposium on Automation and Robotics in Construction (ISARC).

Embedding Deep Networks into Visual Explanations pdf

Fuxin Li, Zhongang Qi, Fuxin Li, 2017, Artif. Intell..

Multiple Hypothesis Tracking Revisited

James M. Rehg, Chanho Kim, Fuxin Li, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Joint Semantic Segmentation and 3D Reconstruction from Monocular Video

James M. Rehg, Frank Dellaert, Yin Li, 2014, ECCV.

Object recognition as ranking holistic figure-ground hypotheses

Cristian Sminchisescu, João Carreira, Fuxin Li, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

VisIRR: Interactive Visual Information Retrieval and Recommendation for Large-scale Document Data

Alexander G. Gray, Hua Ouyang, Jaegul Choo, 2013 .

A Continuous Optimization Approach for Efficient and Accurate Scene Flow

Frank Dellaert, Pablo Fernández Alcantarilla, Fuxin Li, 2016, ECCV.

ElevateNet: A Convolutional Neural Network for Estimating the Missing Dimension in 2D Underwater Sonar Images

Geoffrey A. Hollinger, Fuxin Li, Robert DeBortoli, 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data

John T. Stasko, Jaegul Choo, Changhyun Lee, 2018, ACM Trans. Knowl. Discov. Data.

Convex Multiple-Instance Learning by Estimating Likelihood Ratio

Cristian Sminchisescu, Fuxin Li, Fuxin Li, 2010, NIPS.

Purely Geometric Scene Association and Retrieval - A Case for Macro Scale 3D Geometry pdf

Henrik I. Christensen, Fuxin Li, Rahul Sawhney, 2018, ArXiv.

Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

Fuxin Li, Liefeng Bo, Xinyao Wang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Ranking with decision tree

Wensheng Zhang, Yanwu Yang, Fen Xia, 2008, Knowledge and Information Systems.

Video Segmentation by Tracking Many Figure-Ground Segments

James M. Rehg, Taeyoung Kim, Fuxin Li, 2013, 2013 IEEE International Conference on Computer Vision.

A Visual Analytics Approach for Protein Disorder Prediction

Keehyoung Joo, Jaegul Choo, Haesun Park, 2012, Expanding the Frontiers of Visual Analytics and Visualization.

Adaptive co-training SVM for sentiment classification on tweets

Xueqi Cheng, Huawei Shen, Shenghua Liu, 2013, CIKM.

First International Workshop on Video Segmentation - Panel Discussion

James M. Rehg, Thomas Brox, Bernt Schiele, 2014, ECCV Workshops.

Topology-Preserving Deep Image Segmentation

Dimitris Samaras, Fuxin Li, Xiaoling Hu, 2019, NeurIPS.

Beyond Sentiment: The Manifold of Human Emotions pdf

Irfan A. Essa, Guy Lebanon, Fuxin Li, 2012, AISTATS.

Learning contact locations for pushing and orienting unknown objects

James M. Rehg, Aaron F. Bobick, Tucker Hermans, 2013, 2013 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids).

Path Algorithms for One-Class SVM

Liang Zhou, Yanwu Yang, Fuxin Li, 2008, ISNN.

The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals

James M. Rehg, Fuxin Li, Ahmad Humayun, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

The Feature Selection Path in Kernel Methods

Cristian Sminchisescu, Fuxin Li, Fuxin Li, 2010, AISTATS.

Exploiting external knowledge sources to improve kernel-based Word Sense Disambiguation

Peng Jin, Shiwen Yu, Yunfang Wu, 2008, 2008 International Conference on Natural Language Processing and Knowledge Engineering.

iGOS++: Integrated Gradient Optimized Saliency by Bilateral Perturbations pdf

Fuxin Li, Tyler Lawson, Saeed Khorram, 2020, ArXiv.

Composite Statistical Inference for Semantic Segmentation

Cristian Sminchisescu, Guy Lebanon, João Carreira, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

TASC:Topic-Adaptive Sentiment Classification on Dynamic Tweets

Xueqi Cheng, Shenghua Liu, Fuxin Li, 2015, IEEE Transactions on Knowledge and Data Engineering.

Implicit Generative Modeling for Efficient Exploration pdf

Wei Xu, Fuxin Li, Qinxun Bai, 2019, ICML.

Boundary Flow: A Siamese Network that Predicts Boundary Motion Without Training on Motion

Sinisa Todorovic, Fuxin Li, Peng Lei, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Kernel Learning by Unconstrained Optimization

Cristian Sminchisescu, Fuxin Li, Jue Wang, 2009, AISTATS.

Learning stable pushing locations

James M. Rehg, Aaron F. Bobick, Tucker Hermans, 2013, 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL).

Unifying Bilateral Filtering and Adversarial Training for Robust Neural Networks pdf

Fuxin Li, Neale Ratzlaff, 2018, ArXiv.

PointPWC-Net: Cost Volume on Point Clouds for (Self-)Supervised Scene Flow Estimation

Zhuwen Li, Wenxuan Wu, Wei Liu, 2020, ECCV.

A Comparative Study of Social Media and Traditional Polling in the Egyptian Uprising of 2011

Guy Lebanon, Fuxin Li, Erica Briscoe, 2013, SBP.

VISUALIZING POINT CLOUD CLASSIFIERS BY MORPHING POINT CLOUDS INTO POTATOES

Wenxuan Wu, Fuxin Li, Zhongang Qi, 2019 .

RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions

James M. Rehg, Fuxin Li, Ahmad Humayun, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Learning multiple-question decision trees for cold-start recommendation

Mingxuan Sun, Hongyuan Zha, Guy Lebanon, 2013, WSDM.

Random Fourier Approximations for Skewed Multiplicative Histogram Kernels

Cristian Sminchisescu, Fuxin Li, Catalin Ionescu, 2010, DAGM-Symposium.

A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning

Daniel Dajun Zeng, Min Cai, Liang Zhou, 2009, Pattern Recognit..

Visualizing Deep Networks by Optimizing with Integrated Gradients

Fuxin Li, Zhongang Qi, Saeed Khorram, 2019, CVPR Workshops.

Multi-object Tracking with Neural Gating Using Bilinear LSTM

James M. Rehg, Chanho Kim, Fuxin Li, 2018, ECCV.

Deep Variational Instance Segmentation pdf

Chao Chen, Fuxin Li, Jialin Yuan, 2020, NeurIPS.

Counterfactual States for Atari Agents via Generative Deep Learning pdf

Weng-Keen Wong, Fuxin Li, Lawrence Neal, 2019, ArXiv.

Robust video segment proposals with painless occlusion handling

James M. Rehg, Zhengyang Wu, Rahul Sukthankar, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Generating virtual images for promoting visual artificial intelligence

David Vázquez, Visvanathan Ramesh, Kunfeng Wang, 2020, Neurocomputing.

Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform pdf

Jun Li, Sinisa Todorovic, Fuxin Li, 2020, ICLR.

Fourier Kernel Learning

Cristian Sminchisescu, Fuxin Li, Eduard Gabriel Bazavan, 2012, ECCV.

PointConv: Deep Convolutional Networks on 3D Point Clouds

Fuxin Li, Zhongang Qi, Wenxuan Wu, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

GASP: Geometric Association with Surface Patches

Henrik I. Christensen, Fuxin Li, Rahul Sawhney, 2014, 2014 2nd International Conference on 3D Vision.

Visualizing point cloud classifiers by curvature smoothing pdf

Wenxuan Wu, Fuxin Li, Zhongang Qi, 2019, BMVC.

Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics

Xin Li, Fuxin Li, Fuxin Li, 2016, 2017 IEEE International Conference on Computer Vision (ICCV).

Building Roof Detection from a Single High-resolution Satellite Image in Dense Urban Areas

Chunhong Pan, Wei Li, Fuxin Li, 2008 .

Interactive Naming for Explaining Deep Neural Networks: A Formative Study pdf

Alan Fern, Prasad Tadepalli, Fuxin Li, 2018, IUI Workshops.

Digging into Human Rights Violations: phrase mining and trigram visualization

Karthikeyan Umapathy, Ben Miller, Fuxin Li, 2013, DH.

Learning Random Kernel Approximations for Object Recognition pdf

Cristian Sminchisescu, Fuxin Li, Eduard Gabriel Bazavan, 2012, ArXiv.

Ranking video segments with LSTM and determinantal point processes

Zhengyang Wu, Juan Liu, Fuxin Li, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Digging into human rights violations: Data modelling and collective memory

Karthikeyan Umapathy, Ben Miller, Fuxin Li, 2013, 2013 IEEE International Conference on Big Data.

Computer vision, machine learning, pattern recognition and natural language processing. Specic interests in segment-based object recognition, scene understanding and semantic segmentation, video object segmentation and recognition, composite statistical inference, large-scale machine learning, Monte

Fuxin Li, 2015 .

Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression

Le Song, James M. Rehg, Shuang Li, 2015, NIPS.

Chebyshev approximations to the histogram χ2 kernel

Cristian Sminchisescu, Guy Lebanon, Fuxin Li, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Open Set Learning with Counterfactual Images

Weng-Keen Wong, Xiaoli Z. Fern, Fuxin Li, 2018, ECCV.

PKU: Combining Supervised Classifiers with Features Selection

Peng Jin, Yunfang Wu, Fuxin Li, 2007, SemEval@ACL.

PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds pdf

Zhuwen Li, Wei Liu, Wenxuan Wu, 2019, ArXiv.

Open Set Recognition with Generated Data

Weng-Keen Wong, Xiaoli Z. Fern, Fuxin Li, 2018 .

The Manifold of Human Emotions pdf

Irfan A. Essa, Guy Lebanon, Fuxin Li, 2013, ICLR.

Joint Spatio-Temporal Boundary Detection and Boundary Flow Prediction with a Fully Convolutional Siamese Network pdf

Sinisa Todorovic, Fuxin Li, Peng Lei, 2017, ArXiv.

HyperGAN: A Generative Model for Diverse, Performant Neural Networks

Fuxin Li, Neale Ratzlaff, Fuxin Li, 2019, ICML.

Filter shaping for Convolutional Neural Networks

Xingyi Li, Xiaoli Z. Fern, Raviv Raich, 2016, International Conference on Learning Representations.

Latent structured models for human pose estimation

Cristian Sminchisescu, Fuxin Li, Catalin Ionescu, 2011, 2011 International Conference on Computer Vision.

Learning Continuous-Time Hidden Markov Models for Event Data

Le Song, James M. Rehg, Shuang Li, 2017, Mobile Health - Sensors, Analytic Methods, and Applications.

A Linear Approximation to the chi^2 Kernel with Geometric Convergence

Cristian Sminchisescu, Guy Lebanon, Fuxin Li, 2012 .

Structured Attention Graphs for Understanding Deep Image Classifications pdf

Alan Fern, Prasad Tadepalli, Minsuk Kahng, 2020, ArXiv.

Real-Time Underwater 3D Reconstruction Using Global Context and Active Labeling

Geoffrey A. Hollinger, Austin Nicolai, Fuxin Li, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

A transductive framework of distance metric learning by spectral dimensionality reduction

Jian Yang, Fuxin Li, Jue Wang, 2007, ICML '07.

Object Recognition by Sequential Figure-Ground Ranking

Cristian Sminchisescu, João Carreira, Fuxin Li, 2011, International Journal of Computer Vision.

Deep Superpixel Convolutional Network for Image Recognition

Xianfang Zeng, Fuxin Li, Yong Liu, 2021, IEEE Signal Processing Letters.

Space Time Recurrent Memory Network pdf

Fuxin Li, Hung Nguyen, 2021, ArXiv.

Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning pdf

Weng-Keen Wong, Fuxin Li, Lawrence Neal, 2021, Artif. Intell..

Topology-Aware Segmentation Using Discrete Morse Theory pdf

Dimitris Samaras, Fuxin Li, Yusu Wang, 2021, ICLR.

iGOS++: integrated gradient optimized saliency by bilateral perturbations

Fuxin Li, Tyler Lawson, Saeed Khorram, 2021, CHIL.

Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking

Chanho Kim, Fuxin Li, James M. Rehg, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling pdf

Le Song, James M. Rehg, Agata Rozga, 2021, ArXiv.

Generative Particle Variational Inference via Estimation of Functional Gradients

Wei Xu, Fuxin Li, Qinxun Bai, 2021, ICML.

Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation pdf

Fuxin Li, Jay Patravali, Ye Yu, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Learning Explainable Embeddings for Deep Networks

Fuxin Li, Zhongang Qi, 2017 .

A Linear Approximation to the χ 2 Kernel with Geometric Convergence 1 I NTRODUCTION

Cristian Sminchisescu, Guy Lebanon, Fuxin Li, 2013 .

Assessing Perception Quality in Sonar Images Using Global Context

Geoffrey A. Hollinger, Austin Nicolai, Fuxin Li, 2017 .