Vineeth N Balasubramanian
Associate Professor
Publications - 141Publications - 141
Publications - 141Publications (141)
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ConferencesADINE: An adaptive momentum method for stochastic gradient descent2018 | Association for Computing Machinery
ConferencesFrom Recognition to Generation Using Deep Learning: A Case Study with Video Generation2018 | Springer Verlag- OtherWelcome Message from the General and PC Chairs of ICVGIP 20182018 | Association for Computing Machinery
ConferencesAttentive Semantic Video Generation Using Captions2017 | Institute of Electrical and Electronics Engineers Inc.- ConferencesHave i reached the intersection: A deep learning-based approach for intersection detection from monocular cameras2017 | Institute of Electrical and Electronics Engineers Inc.
- Book ChapterOn the relevance of very deep networks for diabetic retinopathy diagnostics2017 | Springer Singapore
- ConferencesSync-DRAW: Automatic video generation using deep recurrent attentive architectures2017 | Association for Computing Machinery, Inc
- ConferencesOnline Bengali handwritten numerals recognition using Deep Autoencoders2016 | Institute of Electrical and Electronics Engineers Inc.
- ConferencesFine-tuning human pose estimations in videos2016 | Institute of Electrical and Electronics Engineers Inc.
- ConferencesA crowdsourced approach to student engagement recognition in e-learning environments2016 | Institute of Electrical and Electronics Engineers Inc.
ConferencesSimilarity-based contrastive divergence methods for energy-based deep learning models2015 | Asian Conference on Machine Learning- ConferencesBatchRank: A novel batch mode active learning framework for hierarchical classification2015 | Association for Computing Machinery
- ConferencesScaling Up the Training of Deep CNNs for Human Action Recognition2015 | Institute of Electrical and Electronics Engineers Inc.
- ArticlesConformal predictions for information fusion: A comparative study of p-value combination methods2015 | Kluwer Academic Publishers
- ArticlesAdaptive Batch Mode Active Learning2015 | Institute of Electrical and Electronics Engineers Inc.
- ArticlesActive Batch Selection via Convex Relaxations with Guaranteed Solution Bounds2015 | IEEE Computer Society
- BookConformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications2014 | Elsevier Inc.
