Michele Merler

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 26

Top Topics

Neural Architecture

Action Recognition

Top Venues

IBM J. Res. Dev.

Publications

Mayank Mishra, Matt Stallone, Gaoyuan Zhang, Yikang Shen, Aditya Prasad, Adriana Meza Soria, Michele Merler, Parameswaran Selvam, Saptha Surendran, Shivdeep Singh, Manish Sethi, Xuan-Hong Dang, Pengyuan Li, Kun-Lung Wu, Syed Zawad, Andrew Coleman, Matthew White, Mark Lewis, Raju Pavuluri, Yan Koyfman, Boris Lublinsky, Maximilien de Bayser, Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Yi Zhou, Chris Johnson, Aanchal Goyal, Hima Patel, S. Yousaf Shah, Petros Zerfos, Heiko Ludwig, Asim Munawar, Maxwell Crouse, Pavan Kapanipathi, Shweta Salaria, Bob Calio, Sophia Wen, Seetharami Seelam, Brian Belgodere, Carlos A. Fonseca, Amith Singhee, Nirmit Desai, David D. Cox, Ruchir Puri, Rameswar Panda
Granite Code Models: A Family of Open Foundation Models for Code Intelligence. CoRR (2024)
Rangeet Pan, Ali Reza Ibrahimzada, Rahul Krishna, Divya Sankar, Lambert Pouguem Wassi, Michele Merler, Boris Sobolev, Raju Pavuluri, Saurabh Sinha, Reyhaneh Jabbarvand
Lost in Translation: A Study of Bugs Introduced by Large Language Models while Translating Code. ICSE (2024)
Masayasu Muraoka, Bishwaranjan Bhattacharjee, Michele Merler, Graeme Blackwood, Yulong Li, Yang Zhao
Cross-Lingual Transfer of Large Language Model by Visually-Derived Supervision Toward Low-Resource Languages. ACM Multimedia (2023)
Jiaqing Yuan, Michele Merler, Mihir Choudhury, Raju Pavuluri, Munindar P. Singh, Maja Vukovic
CoSiNES: Contrastive Siamese Network for Entity Standardization. CoRR (2023)
Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models. CoRR (2023)
Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. CoRR (2023)
Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. EMNLP (Industry Track) (2023)
Rangeet Pan, Ali Reza Ibrahimzada, Rahul Krishna, Divya Sankar, Lambert Pouguem Wassi, Michele Merler, Boris Sobolev, Raju Pavuluri, Saurabh Sinha, Reyhaneh Jabbarvand
Understanding the Effectiveness of Large Language Models in Code Translation. CoRR (2023)
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
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search. AAAI (2021)
Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David S. Kung, Rogério Feris, Bishwaranjan Bhattacharjee
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search. CoRR (2020)
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
Large Scale Neural Architecture Search with Polyharmonic Splines. CoRR (2020)
Michele Merler, Cícero Nogueira dos Santos, Mauro Martino, Alfio Massimiliano Gliozzo, John R. Smith
Covering the News with (AI) Style. CoRR (2020)
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
Automatic Curation of Sports Highlights Using Multimodal Excitement Features. IEEE Trans. Multim. 21 (5) (2019)
Michele Merler, Nalini K. Ratha, Rogério Schmidt Feris, John R. Smith
Diversity in Faces. CoRR (2019)
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
The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues. CVPR Workshops (2018)
Xiaolong Wang, Guodong Guo, Michele Merler, Noel C. F. Codella, M. V. Rohith, John R. Smith, Chandra Kambhamettu
Leveraging multiple cues for recognizing family photos. Image Vis. Comput. 58 (2017)
Michele Merler, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogério Schmidt Feris
Automatic Curation of Golf Highlights using Multimodal Excitement Features. CoRR (2017)
Dhiraj Joshi, Michele Merler, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogério Schmidt Feris
IBM High-Five: Highlights From Intelligent Video Engine. ACM Multimedia (2017)
Michele Merler, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogério Schmidt Feris
Automatic Curation of Golf Highlights Using Multimodal Excitement Features. CVPR Workshops (2017)
Michele Merler, Hui Wu, Rosario Uceda-Sosa, Quoc-Bao Nguyen, John R. Smith
Snap, Eat, RepEat: A Food Recognition Engine for Dietary Logging. MADiMa @ ACM Multimedia (2016)
Hui Wu, Michele Merler, Rosario Uceda-Sosa, John R. Smith
Learning to Make Better Mistakes: Semantics-aware Visual Food Recognition. ACM Multimedia (2016)
Quan Zou, Wei Liu, Michele Merler, Rongrong Ji
Advanced learning for large-scale heterogeneous computing. Neurocomputing 217 (2016)
Michele Merler, Liangliang Cao, John R. Smith
You are what you tweet...pic! gender prediction based on semantic analysis of social media images. ICME (2015)
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
A generalized framework for medical image classification and recognition. IBM J. Res. Dev. 59 (2/3) (2015)
John R. Smith, Liangliang Cao, Noel C. F. Codella, Matthew L. Hill, Michele Merler, Quoc-Bao Nguyen, E. Pring, Rosario A. Uceda-Sosa
Massive-scale learning of image and video semantic concepts. IBM J. Res. Dev. 59 (2/3) (2015)
Junjie Cai, Michele Merler, Sharath Pankanti, Qi Tian
Heterogeneous Semantic Level Features Fusion for Action Recognition. ICMR (2015)
Noel C. F. Codella, Jonathan H. Connell, Sharath Pankanti, Michele Merler, John R. Smith
Automated Medical Image Modality Recognition by Fusion of Visual and Text Information. MICCAI (2) (2014)
Felix X. Yu, Liangliang Cao, Michele Merler, Noel C. F. Codella, Tao Chen, John R. Smith, Shih-Fu Chang
Modeling Attributes from Category-Attribute Proportions. ACM Multimedia (2014)
Noel C. F. Codella, Gang Hua, Liangliang Cao, Michele Merler, Leiguang Gong, Matthew L. Hill, John R. Smith
Large-scale video event classification using dynamic temporal pyramid matching of visual semantics. ICIP (2013)
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
IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems. TRECVID (2013)
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
IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems. TRECVID (2012)
Michele Merler, Bert Huang, Lexing Xie, Gang Hua, Apostol Natsev
Semantic Model Vectors for Complex Video Event Recognition. IEEE Trans. Multim. 14 (1) (2012)
Liangliang Cao, Yuan-Chi Chang, Noel C. F. Codella, Michele Merler, Quoc-Bao Nguyen, John R. Smith
IBM T.J. Watson Research Center, Multimedia Analytics: Modality Classification and Case-Based Retrieval Tasks of ImageCLEF2012. CLEF (Online Working Notes/Labs/Workshop) (2012)
Michele Merler
Analysis, indexing and visualization of presentation videos. ACM Multimedia (2011)
Michele Merler, John R. Kender
Selecting the best faces to index presentation videos. ACM Multimedia (2011)
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
IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System. TRECVID (2011)
Matthew L. Hill, Gang Hua, Apostol Natsev, John R. Smith, Lexing Xie, Bert Huang, Michele Merler, Hua Ouyang, Mingyuan Zhou
IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System. TRECVID (2010)
Apostol Natsev, Matthew L. Hill, John R. Smith, Lexing Xie, Rong Yan, Shenghua Bao, Dong Wang, Michele Merler, Yi Zhang
IBM Research TRECVID-2009 Video Retrieval System. TRECVID (2009)
Michele Merler, John R. Kender
Semantic keyword extraction via adaptive text binarization of unstructured unsourced video. ICIP (2009)
Michele Merler, Rong Yan, John R. Smith
Imbalanced RankBoost for efficiently ranking large-scale image/video collections. CVPR (2009)
Rong Yan, Marc-Olivier Fleury, Michele Merler, Apostol Natsev, John R. Smith
Large-scale multimedia semantic concept modeling using robust subspace bagging and MapReduce. LS-MMRM@ACM Multimedia (2009)
Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Wei Jiang, Michele Merler
IBM Research TRECVID-2008 Video Retrieval System. TRECVID (2008)
Michele Merler, Carolina Galleguillos, Serge J. Belongie
Recognizing Groceries in situ Using in vitro Training Data. CVPR (2007)