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ORCIDChandan Gautam
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2020 – today
- 2024
[c8]Chandan Gautam, Sethupathy Parameswaran, Aditya Kane, Yuan Fang, Savitha Ramasamy, Suresh Sundaram, Sunil Sahu, Xiaoli Li:
Class Name Guided Out-of-Scope Intent Classification. EMNLP (Findings) 2024: 9100-9112- [c7]Ankit Das, Chandan Gautam, Hisham Cholakkal, Pritee Agrawal, Feng Yang, Ramasamy Savitha, Yong Liu:
Decoupled Training for Semi-supervised Medical Image Segmentation with Worst-Case-Aware Learning. MICCAI (12) 2024: 45-55 - 2023
- [c6]Chandan Gautam, Aditya Kane, Savitha Ramasamy, Suresh Sundaram:
Unsupervised Out-of-Distribution Detection Using Few in-Distribution Samples. ICASSP 2023: 1-5 - 2022
- [j12]Chandan Gautam
, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram:
Tf-GCZSL: Task-free generalized continual zero-shot learning. Neural Networks 155: 487-497 (2022) - [c5]Chandan Gautam, Sethupathy Parameswaran, Vinay Verma, Suresh Sundaram, Savitha Ramasamy:
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning. EMNLP (Findings) 2022: 6127-6140 - 2021
- [j11]Chandan Gautam, Aruna Tiwari, Pratik K. Mishra, Suresh Sundaram, Alexandros Iosifidis, Muhammad Tanveer:
Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. Cogn. Comput. 13(2): 552-569 (2021) - [j10]Pratik K. Mishra, Chandan Gautam, Aruna Tiwari:
Minimum variance embedded auto-associative kernel extreme learning machine for one-class classification. Neural Comput. Appl. 33(19): 12973-12987 (2021) - [j9]Chandan Gautam, Aruna Tiwari, Suresh Sundaram, Kapil Ahuja:
Adaptive Online Learning With Regularized Kernel for One-Class Classification. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1917-1932 (2021) - [c4]Sannidhi P. Kumar, Chandan Gautam, Suresh Sundaram:
Meta-Cognition-Based Simple And Effective Approach To Object Detection. ICASSP 2021: 3795-3799 - [i11]Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram:
Generative Replay-based Continual Zero-Shot Learning. CoRR abs/2101.08894 (2021) - [i10]Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram:
Online Lifelong Generalized Zero-Shot Learning. CoRR abs/2103.10741 (2021) - 2020
- [j8]Chandan Gautam, Aruna Tiwari, Muhammad Tanveer:
AEKOC+: Kernel Ridge Regression-Based Auto-Encoder for One-Class Classification Using Privileged Information. Cogn. Comput. 12(2): 412-425 (2020) - [j7]Chandan Gautam, Pratik K. Mishra, Aruna Tiwari, Bharat Richhariya, Hari Mohan Pandey, Shuihua Wang, Muhammad Tanveer:
Minimum variance-embedded deep kernel regularized least squares method for one-class classification and its applications to biomedical data. Neural Networks 123: 191-216 (2020) - [i9]Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram:
Generalized Continual Zero-Shot Learning. CoRR abs/2011.08508 (2020) - [i8]Pratik K. Mishra, Chandan Gautam, Aruna Tiwari:
Minimum Variance Embedded Auto-associative Kernel Extreme Learning Machine for One-class Classification. CoRR abs/2011.12208 (2020) - [i7]Sannidhi P. Kumar, Chandan Gautam, Suresh Sundaram:
Meta-Cognition-Based Simple And Effective Approach To Object Detection. CoRR abs/2012.01201 (2020)
2010 – 2019
- 2019
- [j6]Muhammad Tanveer, Chandan Gautam, Ponnuthurai N. Suganthan:
Comprehensive evaluation of twin SVM based classifiers on UCI datasets. Appl. Soft Comput. 83 (2019) - [j5]Chandan Gautam, Aruna Tiwari, Muhammad Tanveer:
KOC+: Kernel ridge regression based one-class classification using privileged information. Inf. Sci. 504: 324-333 (2019) - [j4]Chandan Gautam, Ramesh Balaji, Sudharsan K, Aruna Tiwari, Kapil Ahuja:
Localized Multiple Kernel learning for Anomaly Detection: One-class Classification. Knowl. Based Syst. 165: 241-252 (2019) - [i6]Chandan Gautam, Aruna Tiwari, Muhammad Tanveer:
Graph-Embedded Multi-layer Kernel Extreme Learning Machine for One-class Classification or (Graph-Embedded Multi-layer Kernel Ridge Regression for One-class Classification). CoRR abs/1904.06491 (2019) - [i5]Chandan Gautam, Aruna Tiwari, Muhammad Tanveer:
OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information). CoRR abs/1904.08338 (2019) - 2018
- [c3]Chandan Gautam, Aruna Tiwari:
Localized Multiple Kernel Support Vector Data Description. ICDM Workshops 2018: 1514-1521 - [c2]Chandan Gautam, Aruna Tiwari, Alexandros Iosifidis:
Minimum Variance-Embedded Multi-layer Kernel Ridge Regression for One-class Classification. SSCI 2018: 389-396 - [i4]Chandan Gautam, Aruna Tiwari, Suresh Sundaram, Alexandros Iosifidis:
Multi-layer Kernel Ridge Regression for One-class Classification. CoRR abs/1805.07808 (2018) - [i3]Chandan Gautam, Ramesh Balaji, Sudharsan K, Aruna Tiwari, Kapil Ahuja:
Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification. CoRR abs/1805.07892 (2018) - 2017
- [j3]Chandan Gautam, Aruna Tiwari, Qian Leng:
On the construction of extreme learning machine for online and offline one-class classification - An expanded toolbox. Neurocomputing 261: 126-143 (2017) - [i2]Chandan Gautam, Aruna Tiwari, Suresh Sundaram, Kapil Ahuja:
Online Learning with Regularized Kernel for One-class Classification. CoRR abs/1701.04508 (2017) - [i1]Chandan Gautam, Aruna Tiwari, Qian Leng:
On The Construction of Extreme Learning Machine for Online and Offline One-Class Classification - An Expanded Toolbox. CoRR abs/1701.04516 (2017) - 2016
- [c1]Chandan Gautam, Aruna Tiwari, Sriram Ravindran:
Construction of multi-class classifiers by Extreme Learning Machine based one-class classifiers. IJCNN 2016: 2001-2007 - 2015
- [j2]Chandan Gautam, Vadlamani Ravi:
Data imputation via evolutionary computation, clustering and a neural network. Neurocomputing 156: 134-142 (2015) - [j1]Chandan Gautam, Vadlamani Ravi:
Counter propagation auto-associative neural network based data imputation. Inf. Sci. 325: 288-299 (2015)
Coauthor Index
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