Dhiraj Joshi

According to our database, Dhiraj Joshi authored at least 61 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Data-Prep-Kit: getting your data ready for LLM application development.

David Wood, Boris Lublinsky, Alexy Roytman, Shivdeep Singh, Abdulhamid Adebayo, Revital Eres, Mohammad Nassar, Hima Patel, S. Yousaf Shah, Constantin Adam, Petros Zerfos, Nirmit Desai, Daiki Tsuzuku, Takuya Goto, Michele Dolfi, Saptha Surendran, Paramesvaran Selvam, Sungeun An, Yuan Chi Chang, Dhiraj Joshi, Hajar Emami-Gohari, Xuan-Hong Dang, Yan Koyfman, Shahrokh Daijavad

CoRR, 2024

2023

HASSOD: Hierarchical Adaptive Self-Supervised Object Detection.

Shengcao Cao, Dhiraj Joshi, Liangyan Gui, Yu-Xiong Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning.

Hanjing Wang, Dhiraj Joshi, Shiqiang Wang, Qiang Ji

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Contrastive Mean Teacher for Domain Adaptive Object Detectors.

Shengcao Cao, Dhiraj Joshi, Liang-Yan Gui, Yu-Xiong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

AVLnet: Learning Audio-Visual Language Representations from Instructional Videos.

Andrew Rouditchenko, Angie W. Boggust, David Harwath, Brian Chen, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Hilde Kuehne, Rameswar Panda, Rogério Schmidt Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

AVLnet: Learning Audio-Visual Language Representations from Instructional Videos.

Andrew Rouditchenko, Angie W. Boggust, David Harwath, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Rogério Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass

CoRR, 2020

2019

Automatic Curation of Sports Highlights Using Multimodal Excitement Features.

Michele Merler, Khoi-Nguyen C. Mac, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, Jinjun Xiong, Minh N. Do, John R. Smith, Rogério Schmidt Feris

IEEE Trans. Multim., 2019

Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey.

Sicheng Zhao, Shangfei Wang, Mohammad Soleymani, Dhiraj Joshi, Qiang Ji

CoRR, 2019

Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection.

Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh, Jinjun Xiong, Rogério Schmidt Feris, Minh N. Do

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Grounding Spoken Words in Unlabeled Video.

Angie W. Boggust, Kartik Audhkhasi, Dhiraj Joshi, David Harwath, Samuel Thomas, Rogério Schmidt Feris, Danny Gutfreund, Yang Zhang, Antonio Torralba, Michael Picheny, James R. Glass

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection.

Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh, Jinjun Xiong, Rogério Schmidt Feris, Minh N. Do

CoRR, 2018

The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues.

Michele Merler, Dhiraj Joshi, Khoi-Nguyen C. Mac, Quoc-Bao Nguyen, Stephen Hammer, John Kent, Jinjun Xiong, Minh N. Do, John R. Smith, Rogério Schmidt Feris

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation.

John R. Smith, Dhiraj Joshi, Benoit Huet, Winston H. Hsu, Jozef Cota

Proceedings of the 2017 ACM on Multimedia Conference, 2017

IBM High-Five: Highlights From Intelligent Video Engine.

Dhiraj Joshi, Michele Merler, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogério Schmidt Feris

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Image-based user profiling of frequent and regular venue categories.

Ryosuke Shigenaka, Yan-Ying Chen, Francine Chen, Dhiraj Joshi, Yukihiro Tsuboshita

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Automatic Curation of Golf Highlights Using Multimodal Excitement Features.

Michele Merler, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogério Schmidt Feris

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Using business-aware latent topics for image captioning in social media.

Yan-Ting Chen, Francine Chen, Matthew Cooper, Dhiraj Joshi

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Business-Aware Visual Concept Discovery from Social Media for Multimodal Business Venue Recognition.

Bor-Chun Chen, Yan-Ying Chen, Francine Chen, Dhiraj Joshi

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Building User Profiles from Shared Photos.

Dhiraj Joshi, Matthew Cooper, Francine Chen, Yan-Ying Chen

Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015

Inferring crowd-sourced venues for tweets.

Bokai Cao, Francine Chen, Dhiraj Joshi, Philip S. Yu

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Finding selfies of users in microblogged photos.

Dhiraj Joshi, Francine Chen, Lynn Wilcox

Proceedings of the SoMeRA'14, 2014

Social Media-based Profiling of Business Locations.

Francine Chen, Dhiraj Joshi, Yasuhide Miura, Tomoko Ohkuma

Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, 2014

Multi-modal Language Models for Lecture Video Retrieval.

Huizhong Chen, Matthew Cooper, Dhiraj Joshi, Bernd Girod

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Scalable Image Search with Multiple Index Tables.

Junjie Cai, Qiong Liu, Francine Chen, Dhiraj Joshi, Qi Tian

Proceedings of the International Conference on Multimedia Retrieval, 2014

2013

Reinforced Similarity Integration in Image-Rich Information Networks.

Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2013

2012

Inferring photographic location using geotagged web images.

Dhiraj Joshi, Andrew C. Gallagher, Jie Yu, Jiebo Luo

Multim. Tools Appl., 2012

Simultaneous Image Annotation and Geo-Tag Prediction via Correlation Guided Multi-task Learning.

Hua Wang, Dhiraj Joshi, Jiebo Luo, Heng Huang, Minwoo Park

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Tag Cloud++ - Scalable Tag Clouds for Arbitrary Layouts.

Minwoo Park, Dhiraj Joshi, Alexander C. Loui

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

2011

Aesthetics and Emotions in Images.

Dhiraj Joshi, Ritendra Datta, Elena A. Fedorovskaya, Quang-Tuan Luong, James Ze Wang, Jia Li, Jiebo Luo

IEEE Signal Process. Mag., 2011

Geotagging in multimedia and computer vision - a survey.

Jiebo Luo, Dhiraj Joshi, Jie Yu, Andrew C. Gallagher

Multim. Tools Appl., 2011

Reliving on demand: a total viewer experience.

Vivek K. Singh, Jiebo Luo, Dhiraj Joshi, Phoury Lei, Madirakshi Das, Peter O. Stubler

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Dynamic media show drivable by semantics.

Vivek K. Singh, Jiebo Luo, Dhiraj Joshi, Madirakshi Das, Phoury Lei, Peter O. Stubler

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Finding geographically representative music via social media.

Charles Parker, Dhiraj Joshi, Phoury Lei, Jiebo Luo

Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011

Using Geotags to Derive Rich Tag-Clouds for Image Annotation.

Dhiraj Joshi, Jiebo Luo, Jie Yu, Phoury Lei, Andrew C. Gallagher

Proceedings of the Social Media Modeling and Computing., 2011

2010

iRIN: image retrieval in image-rich information networks.

Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi, Jiawei Han

Proceedings of the 19th International Conference on World Wide Web, 2010

Semantic understanding of geotagged pictures.

Dhiraj Joshi

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Suggesting Songs for Media Creation Using Semantics.

Dhiraj Joshi, Mark D. Wood, Jiebo Luo

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Exploring user image tags for geo-location inference.

Dhiraj Joshi, Andrew C. Gallagher, Jie Yu, Jiebo Luo

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

<i>Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval</i>.

Matthieu Cord, Padraig Cunningham, Dhiraj Joshi

J. Electronic Imaging, 2009

Connecting people in photo-sharing sites by photo content and user annotations.

Jie Yu, Dhiraj Joshi, Jiebo Luo

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Geo-location inference from image content and user tags.

Andrew C. Gallagher, Dhiraj Joshi, Jie Yu, Jiebo Luo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008

<i>Multimedia Retrieval</i>.

Henk M. Blanken, Arjen P. de Vries, Henk Ernst Blok, Ling Feng, Dhiraj Joshi

J. Electronic Imaging, 2008

Image retrieval: Ideas, influences, and trends of the new age.

Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang

ACM Comput. Surv., 2008

Event recognition: viewing the world with a third eye.

Jiebo Luo, Jie Yu, Dhiraj Joshi, Wei Hao

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Recognizing picture-taking environment from satellite images: A feasibility study.

Jiebo Luo, Wei Hao, Dale McIntyre, Dhiraj Joshi, Jie Yu

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Inferring generic activities and events from image content and bags of geo-tags.

Dhiraj Joshi, Jiebo Luo

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007

Tagging over time: real-world image annotation by lightweight meta-learning.

Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang

Proceedings of the 15th International Conference on Multimedia 2007, 2007

A Greedy Performance Driven Algorithm for Decision Fusion Learning.

Dhiraj Joshi, Milind R. Naphade, Apostol Natsev

Proceedings of the International Conference on Image Processing, 2007

Semantics reinforcement and fusion learning for multimedia streams.

Dhiraj Joshi, Milind R. Naphade, Apostol Natsev

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

The Story Picturing Engine - a system for automatic text illustration.

Dhiraj Joshi, James Ze Wang, Jia Li

ACM Trans. Multim. Comput. Commun. Appl., 2006

A Computationally Efficient Approach to the Estimation of Two- and Three-Dimensional Hidden Markov Models.

Dhiraj Joshi, Jia Li, James Ze Wang

IEEE Trans. Image Process., 2006

PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying.

Dhiraj Joshi, Ritendra Datta, Ziming Zhuang, W. P. Weiss, Marc Friedenberg, Jia Li, James Ze Wang

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

IBM Research TRECVID-2006 Video Retrieval System.

Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Discovering groups of people in Google news.

Dhiraj Joshi, Daniel Gatica-Perez

Proceedings of the 1st ACM international workshop on Human-centered multimedia, 2006

Studying Aesthetics in Photographic Images Using a Computational Approach.

Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang

Proceedings of the Computer Vision, 2006

2005

Multimedia Systems and Content-Based Image Retrieval. By Sagarmay Deb, Idea Group Publishing, 2004, $79.95 ISBN 1-59140-156-9.

Dhiraj Joshi, James Ze Wang

Inf. Process. Manag., 2005

Parameter estimation of multi-dimensional hidden Markov models - a scalable approach.

Dhiraj Joshi, Jia Li, James Ze Wang

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

The story picturing engine: finding elite images to illustrate a story using mutual reinforcement.

Dhiraj Joshi, James Ze Wang, Jia Li

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Stochastic modeling of volume images with a 3-d hidden markov model.

Jia Li, Dhiraj Joshi, James Ze Wang

Proceedings of the 2004 International Conference on Image Processing, 2004

2002

A Computationally Efficient Evolutionary Algorithm for Real-Parameter Optimization.

Kalyanmoy Deb, Ashish Anand, Dhiraj Joshi

Evol. Comput., 2002

Real-coded evolutionary algorithms with parent-centric recombination.

Kalyanrnoy Deb, Dhiraj Joshi, Ashish Anand

Proceedings of the 2002 Congress on Evolutionary Computation, 2002