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- 2024
[j58]Chandan Singh, Sukhjeet Kaur Ranade
, Dalvinder Kaur, Anu Bala:
A novel approach for brain MRI segmentation and image restoration under intensity inhomogeneity and noisy conditions. Biomed. Signal Process. Control. 87(Part A): 105348 (2024)- [j57]Chandan Singh, Sukhjeet Kaur Ranade, Satinder Pal Singh:
Attention learning models using local Zernike moments-based normalized images and convolutional neural networks for skin lesion classification. Biomed. Signal Process. Control. 96: 106512 (2024) - [j56]Chandan Singh, Sukhjeet Kaur Ranade, Dalvinder Kaur, Anu Bala:
A kernelized-bias-corrected fuzzy C-means approach with moment domain filtering for segmenting brain magnetic resonance images. Soft Comput. 28(3): 1909-1933 (2024) - [c24]Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao:
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs. ICLR 2024 - [i36]Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao:
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning. CoRR abs/2401.13986 (2024) - [i35]Chandan Singh, Jeevana Priya Inala, Michel Galley, Rich Caruana, Jianfeng Gao:
Rethinking Interpretability in the Era of Large Language Models. CoRR abs/2402.01761 (2024) - [i34]Yufan Zhuang, Liyuan Liu, Chandan Singh, Jingbo Shang, Jianfeng Gao:
Learning a Decision Tree Algorithm with Transformers. CoRR abs/2402.03774 (2024) - [i33]Zelalem Gero, Chandan Singh, Yiqing Xie, Sheng Zhang, Tristan Naumann, Jianfeng Gao, Hoifung Poon:
Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries. CoRR abs/2403.01002 (2024) - [i32]Vinamra Benara, Chandan Singh, John X. Morris, Richard Antonello, Ion Stoica, Alexander G. Huth, Jianfeng Gao:
Crafting Interpretable Embeddings by Asking LLMs Questions. CoRR abs/2405.16714 (2024) - [i31]Chandan Singh, Vasileios G. Ntinas, Dimitrios A. Prousalis, Yongmin Wang, Ahmet Samil Demirkol, Ioannis Messaris, Vikas Rana, Stephan Menzel, Alon Ascoli, Ronald Tetzlaff:
Employing Vector Field Techniques on the Analysis of Memristor Cellular Nonlinear Networks Cell Dynamics. CoRR abs/2408.03260 (2024) - [i30]Qingru Zhang, Xiaodong Yu, Chandan Singh, Xiaodong Liu, Liyuan Liu, Jianfeng Gao, Tuo Zhao, Dan Roth, Hao Cheng:
Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering. CoRR abs/2409.10790 (2024) - [i29]Richard Antonello, Chandan Singh, Shailee Jain, Aliyah R. Hsu, Jianfeng Gao, Bin Yu, Alexander Huth:
A generative framework to bridge data-driven models and scientific theories in language neuroscience. CoRR abs/2410.00812 (2024) - [i28]Yufan Zhuang, Chandan Singh, Liyuan Liu, Jingbo Shang, Jianfeng Gao:
Vector-ICL: In-context Learning with Continuous Vector Representations. CoRR abs/2410.05629 (2024) - [i27]Jean Feng, Avni Kothari, Luke Zier, Chandan Singh, Yan Shuo Tan:
Bayesian Concept Bottleneck Models with LLM Priors. CoRR abs/2410.15555 (2024) - [i26]Eunji Kim, Sriya Mantena, Weiwei Yang, Chandan Singh, Sungroh Yoon, Jianfeng Gao:
Interpretable Language Modeling via Induction-head Ngram Models. CoRR abs/2411.00066 (2024) - 2023
- [j55]Jaspreet Singh, Chandan Singh:
Color object classification using multi-channel Zernike moments-based rotation invariant bag-of-visual-words and deep convolutional neural networks. Inf. Fusion 97: 101823 (2023) - [j54]Raaz Dwivedi, Chandan Singh, Bin Yu, Martin J. Wainwright:
Revisiting minimum description length complexity in overparameterized models. J. Mach. Learn. Res. 24: 268:1-268:59 (2023) - [j53]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c23]Chandan Singh, John X. Morris, Jyoti Aneja, Alexander M. Rush, Jianfeng Gao:
Explaining Data Patterns in Natural Language with Language Models. BlackboxNLP@EMNLP 2023: 31-55 - [c22]Chandan Singh, John X. Morris, Alexander M. Rush, Jianfeng Gao, Yuntian Deng:
Tree Prompting: Efficient Task Adaptation without Fine-Tuning. EMNLP 2023: 6253-6267 - [c21]Jaspreet Singh, Chandan Singh, Ankur Rana:
Orthogonal Transforms For Learning Invariant Representations In Equivariant Neural Networks. WACV 2023: 1523-1530 - [i25]Chandan Singh, Aliyah R. Hsu, Richard Antonello, Shailee Jain, Alexander G. Huth, Bin Yu, Jianfeng Gao:
Explaining black box text modules in natural language with language models. CoRR abs/2305.09863 (2023) - [i24]Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon:
Self-Verification Improves Few-Shot Clinical Information Extraction. CoRR abs/2306.00024 (2023) - [i23]John X. Morris, Chandan Singh, Alexander M. Rush, Jianfeng Gao, Yuntian Deng:
Tree Prompting: Efficient Task Adaptation without Fine-Tuning. CoRR abs/2310.14034 (2023) - [i22]Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao:
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs. CoRR abs/2311.02262 (2023) - 2022
- [b1]Chandan Singh:
Useful interpretability for real-world machine learning. University of California, Berkeley, USA, 2022 - [j52]James Duncan, Rush Kapoor, Abhineet Agarwal, Chandan Singh, Bin Yu:
VeridicalFlow: a Python package for building trustworthy data science pipelines with PCS. J. Open Source Softw. 7(69): 3895 (2022) - [j51]Chandan Singh, Shahbaz Majeed:
Novel and robust color texture descriptors for color face recognition. Multim. Tools Appl. 81(15): 21313-21347 (2022) - [c20]Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu:
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models. ICML 2022: 111-135 - [c19]Jaspreet Singh, Chandan Singh:
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments. IJCNN 2022: 1-8 - [i21]Yan Shuo Tan, Chandan Singh, Keyan Nasseri, Abhineet Agarwal, Bin Yu:
Fast Interpretable Greedy-Tree Sums (FIGS). CoRR abs/2201.11931 (2022) - [i20]Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu:
Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods. CoRR abs/2202.00858 (2022) - [i19]Keyan Nasseri, Chandan Singh, James Duncan, Aaron Kornblith, Bin Yu:
Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data. CoRR abs/2205.15135 (2022) - [i18]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - [i17]Jaspreet Singh, Chandan Singh:
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments. CoRR abs/2209.10944 (2022) - [i16]Chandan Singh, Jianfeng Gao:
Emb-GAM: an Interpretable and Efficient Predictor using Pre-trained Language Models. CoRR abs/2209.11799 (2022) - [i15]Chandan Singh, John X. Morris, Jyoti Aneja, Alexander M. Rush, Jianfeng Gao:
Explaining Patterns in Data with Language Models via Interpretable Autoprompting. CoRR abs/2210.01848 (2022) - 2021
- [j50]Chandan Singh, Anu Bala:
An unsupervised orthogonal rotation invariant moment based fuzzy C-means approach for the segmentation of brain magnetic resonance images. Expert Syst. Appl. 164: 113989 (2021) - [j49]Chandan Singh, Keyan Nasseri, Yan Shuo Tan, Tiffany M. Tang, Bin Yu:
imodels: a python package for fitting interpretable models. J. Open Source Softw. 6(61): 3192 (2021) - [j48]Chandan Singh, Jaspreet Singh:
A survey on rotation invariance of orthogonal moments and transforms. Signal Process. 185: 108086 (2021) - [c18]Chandan Singh, Samuli Pekkola:
Packaged Enterprise System Customization - A Systematic Literature Review. HICSS 2021: 1-8 - [c17]Jaspreet Singh, Chandan Singh:
Bag of Groups of Convolutional Features Model for Visual Object Recognition. MLSP 2021: 1-6 - [c16]Wooseok Ha, Chandan Singh, François Lanusse, Srigokul Upadhyayula, Bin Yu:
Adaptive wavelet distillation from neural networks through interpretations. NeurIPS 2021: 20669-20682 - [i14]Chandan Singh, Guha Balakrishnan, Pietro Perona:
Matched sample selection with GANs for mitigating attribute confounding. CoRR abs/2103.13455 (2021) - [i13]Wooseok Ha, Chandan Singh, François Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu:
Adaptive wavelet distillation from neural networks through interpretations. CoRR abs/2107.09145 (2021) - [i12]Chandan Singh, Wooseok Ha, Bin Yu:
Interpreting and improving deep-learning models with reality checks. CoRR abs/2108.06847 (2021) - [i11]Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, K. V. Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang:
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR abs/2112.02721 (2021) - 2020
- [j47]Chandan Singh, Ashutosh Aggarwal:
An Effective Approach for Noise Robust and Rotation Invariant Handwritten Character Recognition Using Zernike Moments Features and Optimal Similarity Measure. Appl. Artif. Intell. 34(13): 1011-1037 (2020) - [c15]Chandan Singh, Wooseok Ha, Bin Yu:
Interpreting and Improving Deep-Learning Models with Reality Checks. xxAI@ICML 2020: 229-254 - [c14]Laura Rieger, Chandan Singh, W. James Murdoch, Bin Yu:
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge. ICML 2020: 8116-8126 - [i10]Chandan Singh, Wooseok Ha, François Lanusse, Vanessa Böhm, Jia Liu, Bin Yu:
Transformation Importance with Applications to Cosmology. CoRR abs/2003.01926 (2020) - [i9]Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, Briton Park, Chandan Singh, Yan Shuo Tan, Tiffany M. Tang, Yu Wang, Bin Yu:
Curating a COVID-19 data repository and forecasting county-level death counts in the United States. CoRR abs/2005.07882 (2020) - [i8]Raaz Dwivedi, Chandan Singh, Bin Yu, Martin J. Wainwright:
Revisiting complexity and the bias-variance tradeoff. CoRR abs/2006.10189 (2020)
2010 – 2019
- 2019
- [j46]Chandan Singh, Anu Bala:
A transform-based fast fuzzy C-means approach for high brain MRI segmentation accuracy. Appl. Soft Comput. 76: 156-173 (2019) - [j45]Chandan Singh, Anu Bala:
A local Zernike moment-based unbiased nonlocal means fuzzy C-Means algorithm for segmentation of brain magnetic resonance images. Expert Syst. Appl. 118: 625-639 (2019) - [j44]Chandan Singh, Jaspreet Singh:
Geometrically invariant color, shape and texture features for object recognition using multiple kernel learning classification approach. Inf. Sci. 484: 135-152 (2019) - [j43]Jan Funke, Fabian Tschopp, William Grisaitis, Arlo Sheridan, Chandan Singh, Stephan Saalfeld, Srinivas C. Turaga:
Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 41(7): 1669-1680 (2019) - [c13]Chandan Singh, W. James Murdoch, Bin Yu:
Hierarchical interpretations for neural network predictions. ICLR (Poster) 2019 - [i7]W. James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, Bin Yu:
Interpretable machine learning: definitions, methods, and applications. CoRR abs/1901.04592 (2019) - [i6]Summer Devlin, Chandan Singh, W. James Murdoch, Bin Yu:
Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees. CoRR abs/1905.07631 (2019) - [i5]Laura Rieger, Chandan Singh, W. James Murdoch, Bin Yu:
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge. CoRR abs/1909.13584 (2019) - 2018
- [j42]Chandan Singh, Anu Bala:
A DCT-based local and non-local fuzzy C-means algorithm for segmentation of brain magnetic resonance images. Appl. Soft Comput. 68: 447-457 (2018) - [j41]Chandan Singh, Jaspreet Singh:
Multi-channel versus quaternion orthogonal rotation invariant moments for color image representation. Digit. Signal Process. 78: 376-392 (2018) - [j40]Danielle Morel, Chandan Singh, William B. Levy:
Linearization of excitatory synaptic integration at no extra cost. J. Comput. Neurosci. 44(2): 173-188 (2018) - [j39]Chandan Singh, Ekta Walia, Kanwal Preet Kaur:
Color texture description with novel local binary patterns for effective image retrieval. Pattern Recognit. 76: 50-68 (2018) - [i4]Chandan Singh, W. James Murdoch, Bin Yu:
Hierarchical interpretations for neural network predictions. CoRR abs/1806.05337 (2018) - 2017
- [j38]Amandeep Kaur, Chandan Singh:
Contrast enhancement for cephalometric images using wavelet-based modified adaptive histogram equalization. Appl. Soft Comput. 51: 180-191 (2017) - [j37]Chandan Singh, Ashutosh Aggarwal:
Single-image super-resolution using orthogonal rotation invariant moments. Comput. Electr. Eng. 62: 266-280 (2017) - [j36]Chandan Singh, Ashutosh Aggarwal:
An efficient approach for image sequence denoising using Zernike moments-based nonlocal means approach. Comput. Electr. Eng. 62: 330-344 (2017) - [j35]Karamjeet Singh, Sukhjeet K. Ranade, Chandan Singh:
A hybrid algorithm for speckle noise reduction of ultrasound images. Comput. Methods Programs Biomed. 148: 55-69 (2017) - [j34]Chandan Singh, Ashutosh Aggarwal:
An efficient and robust multi-frame image super-resolution reconstruction using orthogonal Fourier-Mellin moments. Displays 49: 101-115 (2017) - [c12]Jaspreet Singh, Chandan Singh:
Multi-channel generalized pseudo-Jacobi-Fourier moments for color image reconstruction and object recognition. ICAPR 2017: 1-6 - [i3]Jan Funke, Fabian Tschopp, William Grisaitis, Arlo Sheridan, Chandan Singh, Stephan Saalfeld, Srinivas C. Turaga:
A Deep Structured Learning Approach Towards Automating Connectome Reconstruction from 3D Electron Micrographs. CoRR abs/1709.02974 (2017) - [i2]Chandan Singh, Beilun Wang, Yanjun Qi:
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs. CoRR abs/1709.04090 (2017) - 2016
- [j33]Ashutosh Aggarwal, Chandan Singh:
Zernike Moments-Based Gurumukhi Character Recognition. Appl. Artif. Intell. 30(5): 429-444 (2016) - [j32]Chandan Singh, Sukhjeet K. Ranade, Karamjeet Singh:
Invariant moments and transform-based unbiased nonlocal means for denoising of MR images. Biomed. Signal Process. Control. 30: 13-24 (2016) - [j31]Chandan Singh, Kanwal Preet Kaur:
A fast and efficient image retrieval system based on color and texture features. J. Vis. Commun. Image Represent. 41: 225-238 (2016) - [c11]Karamjeet Singh, Sukhjeet Kaur Ranade, Chandan Singh:
Method Noise Based Two Stage Nonlocal Means Filtering Approach for Gaussian Noise Reduction. SocProS (2) 2016: 178-187 - 2015
- [j30]Chandan Singh, Amandeep Kaur:
Fast computation of polar harmonic transforms. J. Real Time Image Process. 10(1): 59-66 (2015) - [j29]Rahul Upneja, Chandan Singh:
Fast computation of Jacobi-Fourier moments for invariant image recognition. Pattern Recognit. 48(5): 1836-1843 (2015) - [j28]Amandeep Kaur, Chandan Singh:
Automatic cephalometric landmark detection using Zernike moments and template matching. Signal Image Video Process. 9(1): 117-132 (2015) - 2014
- [j27]Chandan Singh, Rahul Upneja:
Accurate calculation of high order pseudo-Zernike moments and their numerical stability. Digit. Signal Process. 27: 95-106 (2014) - [j26]Chandan Singh, Ashutosh Aggarwal:
A noise resistant image matching method using angular radial transform. Digit. Signal Process. 33: 116-124 (2014) - [j25]Chandan Singh, Neerja Mittal, Ekta Walia:
Complementary feature sets for optimal face recognition. EURASIP J. Image Video Process. 2014: 35 (2014) - [j24]Chandan Singh, Sukhjeet K. Ranade:
Image adaptive and high-capacity watermarking system using accurate Zernike moments. IET Image Process. 8(7): 373-382 (2014) - [j23]Chandan Singh, Dhananjay Yadav, Jinho Lee:
Reader comprehension ranking by monitoring eye gaze using eye tracker. Int. J. Intell. Syst. Technol. Appl. 13(4): 294-307 (2014) - [j22]Chandan Singh, Ali Mohammed Sahan, Rahul Upneja:
Effective and fast face recognition system using hybrid features of orthogonal rotation invariant moments and wavelet transforms. J. Electronic Imaging 23(4): 043020 (2014) - [j21]Chandan Singh, Rahul Upneja:
Error Analysis in the Computation of Orthogonal Rotation Invariant Moments. J. Math. Imaging Vis. 49(1): 251-271 (2014) - [c10]Kanwal Preet Kaur, Chandan Singh, Ekta Walia Bhullar:
Color Image Retrieval Using Color Histogram and Orthogonal Combination of Linear Binary Pattern. ICVGIP 2014: 48:1-48:8 - [c9]Carla Purdy, Chandan Singh, Rashna Seli:
Fixing power bugs at RTL stage using PSL assertions. MWSCAS 2014: 218-221 - 2013
- [j20]Chandan Singh, Sukhjeet K. Ranade:
A high capacity image adaptive watermarking scheme with radial harmonic Fourier moments. Digit. Signal Process. 23(5): 1470-1482 (2013) - [j19]Chandan Singh, Ekta Walia, Rahul Upneja:
Accurate calculation of Zernike moments. Inf. Sci. 233: 255-275 (2013) - [j18]Chandan Singh, Sukhjeet K. Ranade:
Rotation invariant moments and transforms for geometrically invariant image watermarking. J. Electronic Imaging 22(1): 013034 (2013) - [j17]Chandan Singh, Pooja Sharma:
Performance analysis of various local and global shape descriptors for image retrieval. Multim. Syst. 19(4): 339-357 (2013) - [c8]Chandan Singh, Dhananjay Yadav:
User Ranking by Monitoring Eye Gaze Using Eye Tracker. SocProS (1) 2013: 235-246 - 2012
- [j16]Chandan Singh, Rahul Upneja:
Fast and accurate method for high order Zernike moments computation. Appl. Math. Comput. 218(15): 7759-7773 (2012) - [j15]Chandan Singh, Ekta Walia, Pooja Sharma, Rahul Upneja:
Analysis of algorithms for fast computation of pseudo Zernike moments and their numerical stability. Digit. Signal Process. 22(6): 1031-1043 (2012) - [j14]Chandan Singh, Ekta Walia, Neerja Mittal:
Discriminative Zernike and Pseudo Zernike Moments for Face Recognition. Int. J. Comput. Vis. Image Process. 2(2): 12-35 (2012) - [j13]Chandan Singh, Rahul Upneja:
Accurate Computation of Orthogonal Fourier-Mellin Moments. J. Math. Imaging Vis. 44(3): 411-431 (2012) - [j12]Ekta Walia, Chandan Singh, Anjali Goyal:
On the fast computation of orthogonal Fourier-Mellin moments with improved numerical stability. J. Real Time Image Process. 7(4): 247-256 (2012) - [j11]Chandan Singh, Rahul Upneja:
Error analysis and accurate calculation of rotational moments. Pattern Recognit. Lett. 33(12): 1614-1622 (2012) - [j10]Ekta Walia, Chandan Singh, Rahul Upneja:
A comment on "Fast and accurate method for radial moment's computation" by Khalid M. Hosny [Pattern Recognition Letters, 31(2010), 143-150]. Pattern Recognit. Lett. 33(16): 2224-2225 (2012) - [j9]Ajay Jain, Chandan Singh:
"Ad you like it": advertisement sourcing and selection technique across multiple heterogeneous applications. ACM SIGSOFT Softw. Eng. Notes 37(4): 1-6 (2012) - [j8]Chandan Singh, Ekta Walia, Neerja Mittal:
Robust two-stage face recognition approach using global and local features. Vis. Comput. 28(11): 1085-1098 (2012) - 2011
- [j7]Chandan Singh, Ekta Walia:
Algorithms for fast computation of Zernike moments and their numerical stability. Image Vis. Comput. 29(4): 251-259 (2011) - 2010
- [j6]Amandeep Kaur, Chandan Singh:
A Hybrid Edge Detector Using Fuzzy Logic and Mathematical Morphology. Int. J. Image Graph. 10(2): 251-272 (2010) - [j5]Chandan Singh, Ekta Walia:
Fast and numerically stable methods for the computation of Zernike moments. Pattern Recognit. 43(7): 2497-2506 (2010) - [i1]Chandan Singh, Nitin Bhatia:
A Fast Decision Technique for Hierarchical Hough Transform for Line Detection. CoRR abs/1007.0547 (2010)
2000 – 2009
- 2009
- [j4]Chandan Singh, Ekta Walia:
Computation of Zernike moments in improved polar configuration. IET Image Process. 3(4): 217-227 (2009) - 2008
- [j3]Chandan Singh, Nitin Bhatia, Amandeep Kaur:
Hough transform based fast skew detection and accurate skew correction methods. Pattern Recognit. 41(12): 3528-3546 (2008) - 2006
- [j2]Chandan Singh:
Improved quality of reconstructed images using floating point arithmetic for moment calculation. Pattern Recognit. 39(11): 2047-2064 (2006) - [c7]Ekta Walia, Chandan Singh:
An Analysis of Linear and Non-Linear Interpolation Techniques for Three-Dimensional Rendering. GMAI 2006: 69-76 - 2005
- [j1]Chandan Singh, Ekta Walia:
Fast Hybrid Shading: an Application of Finite Element Methods in 3d Rendering. Int. J. Image Graph. 5(4): 789-810 (2005) - 2004
- [c6]Chandan Singh, Ekta Walia:
An Algorithm for Improved Shading of coarsely tessellated Polygonal Objects. ICCVG 2004: 72-79 - 2002
- [c5]G. S. Lehal, Chandan Singh:
A Complete OCR System for Gurmukhi Script. SSPR/SPR 2002: 358-367 - 2001
- [c4]G. S. Lehal, Chandan Singh:
A Technique for Segmentation of Gurmukhi Text. CAIP 2001: 191-200 - [c3]Gurpreet Singh Lehal, Chandan Singh:
Text segmentation of machine-printed Gurmukhi script. Document Recognition and Retrieval 2001: 223-231 - [c2]G. S. Lehal, Chandan Singh, Ritu Lehal:
A Shape Based Post Processor for Gurmukhi OCR. ICDAR 2001: 1105-1109 - 2000
- [c1]G. S. Lehal, Chandan Singh:
A Gurmukhi Script Recognition System. ICPR 2000: 2557-2560
Coauthor Index
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