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ORCIDMichele Merler
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2020 – today
- 2024
[c27]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: 82:1-82:13- [i10]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 abs/2405.04324 (2024) - 2023
- [c26]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: 20-31 - [c25]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: 3637-3646 - [i9]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 abs/2303.09639 (2023) - [i8]Jiaqing Yuan, Michele Merler, Mihir Choudhury, Raju Pavuluri, Munindar P. Singh, Maja Vukovic:
CoSiNES: Contrastive Siamese Network for Entity Standardization. CoRR abs/2306.03316 (2023) - [i7]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 abs/2308.03109 (2023) - [i6]Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee:
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. CoRR abs/2310.08797 (2023) - 2021
- [c24]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: 9294-9302 - 2020
- [i5]Michele Merler, Cícero Nogueira dos Santos, Mauro Martino, Alfio Massimiliano Gliozzo, John R. Smith:
Covering the News with (AI) Style. CoRR abs/2002.02369 (2020) - [i4]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 abs/2006.13314 (2020) - [i3]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 abs/2011.10608 (2020)
2010 – 2019
- 2019
- [j6]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): 1147-1160 (2019) - [i2]Michele Merler, Nalini K. Ratha, Rogério Schmidt Feris, John R. Smith:
Diversity in Faces. CoRR abs/1901.10436 (2019) - 2018
- [c23]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: 2520-2523 - 2017
- [j5]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: 61-75 (2017) - [c22]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: 57-65 - [c21]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: 1249-1250 - [i1]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 abs/1707.07075 (2017) - 2016
- [j4]Quan Zou, Wei Liu, Michele Merler, Rongrong Ji:
Advanced learning for large-scale heterogeneous computing. Neurocomputing 217: 1-2 (2016) - [c20]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: 31-40 - [c19]Hui Wu, Michele Merler, Rosario Uceda-Sosa, John R. Smith:
Learning to Make Better Mistakes: Semantics-aware Visual Food Recognition. ACM Multimedia 2016: 172-176 - 2015
- [j3]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) - [j2]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) - [c18]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: 1-6 - [c17]Junjie Cai, Michele Merler, Sharath Pankanti, Qi Tian:
Heterogeneous Semantic Level Features Fusion for Action Recognition. ICMR 2015: 307-314 - 2014
- [c16]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: 487-495 - [c15]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: 977-980 - 2013
- [b1]Michele Merler:
Multimodal Indexing of Presentation Videos. Columbia University, USA, 2013 - [c14]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: 2877-2881 - [c13]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 - 2012
- [j1]Michele Merler, Bert Huang, Lexing Xie, Gang Hua, Apostol Natsev:
Semantic Model Vectors for Complex Video Event Recognition. IEEE Trans. Multim. 14(1): 88-101 (2012) - [c12]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 - [c11]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 - 2011
- [c10]Michele Merler:
Analysis, indexing and visualization of presentation videos. ACM Multimedia 2011: 871-872 - [c9]Michele Merler, John R. Kender:
Selecting the best faces to index presentation videos. ACM Multimedia 2011: 1461-1464 - [c8]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 - 2010
- [c7]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
2000 – 2009
- 2009
- [c6]Michele Merler, Rong Yan, John R. Smith:
Imbalanced RankBoost for efficiently ranking large-scale image/video collections. CVPR 2009: 2607-2614 - [c5]Michele Merler, John R. Kender:
Semantic keyword extraction via adaptive text binarization of unstructured unsourced video. ICIP 2009: 261-264 - [c4]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: 35-42 - [c3]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 - 2008
- [c2]Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Wei Jiang, Michele Merler:
IBM Research TRECVID-2008 Video Retrieval System. TRECVID 2008 - 2007
- [c1]Michele Merler, Carolina Galleguillos, Serge J. Belongie:
Recognizing Groceries in situ Using in vitro Training Data. CVPR 2007
Coauthor Index
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last updated on 2024-10-07 21:19 CEST by the dblp team
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