Michele Merler

According to our database, Michele Merler authored at least 39 papers between 2007 and 2023.

Collaborative distances:

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

2023

Understanding the Effectiveness of Large Language Models in Code Translation.

Rangeet Pan, Ali Reza Ibrahimzada, Rahul Krishna, Divya Sankar, Lambert Pouguem Wassi, Michele Merler, Boris Sobolev, Raju Pavuluri, Saurabh Sinha, Reyhaneh Jabbarvand

CoRR, 2023

CoSiNES: Contrastive Siamese Network for Entity Standardization.

Jiaqing Yuan, Michele Merler, Mihir Choudhury, Raju Pavuluri, Munindar P. Singh, Maja Vukovic

CoRR, 2023

Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models.

Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee

CoRR, 2023

Cross-Lingual Transfer of Large Language Model by Visually-Derived Supervision Toward Low-Resource Languages.

Masayasu Muraoka, Bishwaranjan Bhattacharjee, Michele Merler, Graeme Blackwood, Yulong Li, Yang Zhao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models.

Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2021

NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search.

Rameswar Panda, Michele Merler, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu (Richard) Chen, Minsik Cho, Rogério Feris, David S. Kung, Bishwaranjan Bhattacharjee

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Large Scale Neural Architecture Search with Polyharmonic Splines.

Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David S. Kung, Rogério Feris, Bishwaranjan Bhattacharjee

CoRR, 2020

Covering the News with (AI) Style.

Michele Merler, Cícero Nogueira dos Santos, Mauro Martino, Alfio Massimiliano Gliozzo, John R. Smith

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

Diversity in Faces.

Michele Merler, Nalini K. Ratha, Rogério Schmidt Feris, John R. Smith

CoRR, 2019

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

Leveraging multiple cues for recognizing family photos.

Xiaolong Wang, Guodong Guo, Michele Merler, Noel C. F. Codella, M. V. Rohith, John R. Smith, Chandra Kambhamettu

Image Vis. Comput., 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

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

Advanced learning for large-scale heterogeneous computing.

Quan Zou, Wei Liu, Michele Merler, Rongrong Ji

Neurocomputing, 2016

Learning to Make Better Mistakes: Semantics-aware Visual Food Recognition.

Hui Wu, Michele Merler, Rosario Uceda-Sosa, John R. Smith

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Snap, Eat, RepEat: A Food Recognition Engine for Dietary Logging.

Michele Merler, Hui Wu, Rosario Uceda-Sosa, Quoc-Bao Nguyen, John R. Smith

Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

2015

Massive-scale learning of image and video semantic concepts.

John R. Smith, Liangliang Cao, Noel C. F. Codella, Matthew L. Hill, Michele Merler, Quoc-Bao Nguyen, E. Pring, Rosario A. Uceda-Sosa

IBM J. Res. Dev., 2015

A generalized framework for medical image classification and recognition.

Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood

IBM J. Res. Dev., 2015

Heterogeneous Semantic Level Features Fusion for Action Recognition.

Junjie Cai, Michele Merler, Sharath Pankanti, Qi Tian

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

You are what you tweet...pic! gender prediction based on semantic analysis of social media images.

Michele Merler, Liangliang Cao, John R. Smith

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014

Modeling Attributes from Category-Attribute Proportions.

Felix X. Yu, Liangliang Cao, Michele Merler, Noel C. F. Codella, Tao Chen, John R. Smith, Shih-Fu Chang

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

Automated Medical Image Modality Recognition by Fusion of Visual and Text Information.

Noel C. F. Codella, Jonathan H. Connell, Sharath Pankanti, Michele Merler, John R. Smith

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Multimodal Indexing of Presentation Videos.

Michele Merler

PhD thesis, 2013

IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems.

Lisa M. Brown, Liangliang Cao, Chih-Fu Chang, Yu Cheng, Alok N. Choudhary, Noel Codella, Courtenay V. Cotton, Dan Ellis, Quanfu Fan, Rogério Schmidt Feris, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Sharath Pankanti, John R. Smith, Felix X. Yu

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Large-scale video event classification using dynamic temporal pyramid matching of visual semantics.

Noel C. F. Codella, Gang Hua, Liangliang Cao, Michele Merler, Leiguang Gong, Matthew L. Hill, John R. Smith

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Semantic Model Vectors for Complex Video Event Recognition.

Michele Merler, Bert Huang, Lexing Xie, Gang Hua, Apostol Natsev

IEEE Trans. Multim., 2012

IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems.

Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay V. Cotton, Dan Ellis, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, John R. Smith, Felix X. Yu

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

IBM T.J. Watson Research Center, Multimedia Analytics: Modality Classification and Case-Based Retrieval Tasks of ImageCLEF2012.

Liangliang Cao, Yuan-Chi Chang, Noel C. F. Codella, Michele Merler, Quoc-Bao Nguyen, John R. Smith

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System.

Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay V. Cotton, Dan Ellis, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Apostol Natsev, John R. Smith

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Selecting the best faces to index presentation videos.

Michele Merler, John R. Kender

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

Analysis, indexing and visualization of presentation videos.

Michele Merler

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

2010

IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System.

Matthew L. Hill, Gang Hua, Apostol Natsev, John R. Smith, Lexing Xie, Bert Huang, Michele Merler, Hua Ouyang, Mingyuan Zhou

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

2009

IBM Research TRECVID-2009 Video Retrieval System.

Apostol Natsev, Matthew L. Hill, John R. Smith, Lexing Xie, Rong Yan, Shenghua Bao, Dong Wang, Michele Merler, Yi Zhang

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Large-scale multimedia semantic concept modeling using robust subspace bagging and MapReduce.

Rong Yan, Marc-Olivier Fleury, Michele Merler, Apostol Natsev, John R. Smith

Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, 2009

Semantic keyword extraction via adaptive text binarization of unstructured unsourced video.

Michele Merler, John R. Kender

Proceedings of the International Conference on Image Processing, 2009

Imbalanced RankBoost for efficiently ranking large-scale image/video collections.

Michele Merler, Rong Yan, John R. Smith

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

IBM Research TRECVID-2008 Video Retrieval System.

Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Wei Jiang, Michele Merler

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007

Recognizing Groceries in situ Using in vitro Training Data.

Michele Merler, Carolina Galleguillos, Serge J. Belongie

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007