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Siddharth Srivastava
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Publications
- 2024
- [c43]Siddharth Srivastava, Gaurav Sharma:
OmniVec: Learning robust representations with cross modal sharing. WACV 2024: 1225-1237 - 2023
- [c41]Siddharth Srivastava, Swati Bhugra, Vinay Kaushik, Brejesh Lall:
Hierarchical Multi-task Learning via Task Affinity Groupings. ICIP 2023: 3289-3293 - [c40]Siddharth Srivastava, Anurag Tripathi:
DiscSumm: A Discourse Based Saliency Model to Generate Abstract Summaries for Conversation. SMC 2023: 2648-2653 - [i34]Vikrant Dewangan, Tushar Choudhary, Shivam Chandhok, Shubham Priyadarshan, Anushka Jain, Arun Kumar Singh, Siddharth Srivastava, Krishna Murthy Jatavallabhula, K. Madhava Krishna:
Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving. CoRR abs/2310.02251 (2023) - [i33]Siddharth Srivastava, Gaurav Sharma:
OmniVec: Learning robust representations with cross modal sharing. CoRR abs/2311.05709 (2023) - 2022
- [c37]Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma:
Beyond Mono to Binaural: Generating Binaural Audio from Mono Audio with Depth and Cross Modal Attention. WACV 2022: 2151-2160 - 2021
- [j7]P. Venkatappareddy, Jayanth Culli, Siddharth Srivastava, Brejesh Lall:
A Legendre polynomial based activation function: An aid for modeling of max pooling. Digit. Signal Process. 115: 103093 (2021) - [c36]Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma:
Beyond Image to Depth: Improving Depth Prediction Using Echoes. CVPR 2021: 8268-8277 - [c32]Siddharth Srivastava, Gaurav Sharma:
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks. ICRA 2021: 12903-12909 - [c30]Siddharth Srivastava, Gaurav Sharma:
Self Attention Guided Depth Completion using RGB and Sparse LiDAR Point Clouds. IROS 2021: 2643-2650 - [i27]Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma:
Beyond Image to Depth: Improving Depth Prediction using Echoes. CoRR abs/2103.08468 (2021) - [i26]Siddharth Srivastava, Gaurav Sharma:
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks. CoRR abs/2103.15226 (2021) - [i25]Kranti Kumar Parida, Siddharth Srivastava, Neeraj Matiyali, Gaurav Sharma:
Depth Infused Binaural Audio Generation using Hierarchical Cross-Modal Attention. CoRR abs/2108.04906 (2021) - [i22]Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma:
Beyond Mono to Binaural: Generating Binaural Audio from Mono Audio with Depth and Cross Modal Attention. CoRR abs/2111.08046 (2021) - 2020
- [j6]Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang:
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41(4): 100-114 (2020) - [c29]Abhijat Chaturvedi, Siddharth Srivastava, Astha Rai, Amarjeet Singh Cheema:
A Hybrid Approach to Develop and Integrate Chatbot in Health Informatics Systems. HEALTHINF 2020: 774-781 - [c28]Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema:
An Online Learning Approach for Dengue Fever Classification. CBMS 2020: 163-168 - [c24]Anurag Tripathi, Siddharth Srivastava, Brejesh Lall, Santanu Chaudhury:
Using Scene Graphs for Detecting Visual Relationships. ICPR 2020: 10074-10081 - [c23]Ayush Khaneja, Siddharth Srivastava, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava:
Analysing Risk of Coronary Heart Disease through Discriminative Neural Networks. ICPRAM 2020: 615-620 - [i21]Ayush Khaneja, Siddharth Srivastava, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava:
Analysing Risk of Coronary Heart Disease through Discriminative Neural Networks. CoRR abs/2008.02731 (2020) - 2019
- [j5]Siddharth Srivastava, Brejesh Lall:
DeepPoint3D: Learning discriminative local descriptors using deep metric learning on 3D point clouds. Pattern Recognit. Lett. 127: 27-36 (2019) - [c21]Siddharth Srivastava, Frédéric Jurie, Gaurav Sharma:
Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles. IROS 2019: 4504-4511 - [c20]Anurag Tripathi, Siddharth Srivastava, Brejesh Lall, Santanu Chaudhury:
Guided Compositional Generative Adversarial Networks. SMC 2019: 3586-3591 - [e1]J. Benton, Nir Lipovetzky, Eva Onaindia, David E. Smith, Siddharth Srivastava:
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, ICAPS 2019, Berkeley, CA, USA, July 11-15, 2019. AAAI Press 2019 [contents] - [i18]Sarath Sreedharan, Siddharth Srivastava, David E. Smith, Subbarao Kambhampati:
Why Couldn't You do that? Explaining Unsolvability of Classical Planning Problems in the Presence of Plan Advice. CoRR abs/1903.08218 (2019) - [i17]Siddharth Srivastava, Brejesh Lall:
DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds. CoRR abs/1904.00817 (2019) - [i16]Siddharth Srivastava, Sumit Soman, Astha Rai:
An Online Learning Approach for Dengue Fever Classification. CoRR abs/1904.08092 (2019) - [i15]Siddharth Srivastava, Frédéric Jurie, Gaurav Sharma:
Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles. CoRR abs/1904.08494 (2019) - [i14]Prashant Anand, Ajeet Kumar Singh, Siddharth Srivastava, Brejesh Lall:
Few Shot Speaker Recognition using Deep Neural Networks. CoRR abs/1904.08775 (2019) - 2018
- [j4]Christopher Amato, Haitham Bou-Ammar, Elizabeth F. Churchill, Erez Karpas, Takashi Kido, Mike Kuniavsky, William F. Lawless, Francesca Rossi, Frans A. Oliehoek, Stephen Russell, Keiki Takadama, Siddharth Srivastava, Karl Tuyls, Philip van Allen, Kristen Brent Venable, Peter Vrancx, Shiqi Zhang:
Reports on the 2018 AAAI Spring Symposium Series. AI Mag. 39(4): 29-35 (2018) - [c19]Anurag Tripathi, Siddharth Srivastava, Ravi Kothari:
Deep Neural Network Based Image Captioning. BDA 2018: 335-347 - [c18]Anurag Tripathi, Siddharth Srivastava, Santanu Chaudhury, Brejesh Lall:
Joint Image Classification and Annotation Prediction Using Iterative Learning on Local Neighbourhood. SMC 2018: 2085-2090 - [c17]Siddharth Srivastava, Gaurav Sharma, Brejesh Lall:
Large Scale Novel Object Discovery in 3D. WACV 2018: 179-188 - [i13]Siddharth Srivastava, Nishant Desai, Richard G. Freedman, Shlomo Zilberstein:
An Anytime Algorithm for Task and Motion MDPs. CoRR abs/1802.05835 (2018) - [i12]Sarath Sreedharan, Siddharth Srivastava, Subbarao Kambhampati:
Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations. CoRR abs/1802.06895 (2018) - 2017
- [c16]Aarushi Agrawal, Prerana Mukherjee, Siddharth Srivastava, Brejesh Lall:
Enhanced Characterness for Text Detection in the Wild. CVIP (1) 2017: 359-369 - [c15]Siddharth Srivastava, Sumit Soman, Astha Rai, Praveen K. Srivastava:
Deep learning for health informatics: Recent trends and future directions. ICACCI 2017: 1665-1670 - [c14]Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall, Kamlesh Jaiswal:
Object Classification using Ensemble of Local and Deep Features. ICAPR 2017: 1-6 - [c13]Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Santanu Chaudhury:
Drought Stress Classification Using 3D Plant Models. ICCV Workshops 2017: 2046-2054 - [c12]Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava:
Continuity of Care Document for Hospital Management Systems: an Implementation Perspective. ICEGOV 2017: 339-345 - [i11]Siddharth Srivastava, Gaurav Sharma, Brejesh Lall:
Large Scale Novel Object Discovery in 3D. CoRR abs/1701.07046 (2017) - [i10]Tathagata Chakraborti, Siddharth Srivastava, Alessandro Pinto, Subbarao Kambhampati:
An ROS-based Shared Communication Middleware for Plug & Play Modular Intelligent Design of Smart Systems. CoRR abs/1706.01133 (2017) - [i9]Siddharth Srivastava, Brejesh Lall:
3D Binary Signatures. CoRR abs/1708.07937 (2017) - [i8]Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Santanu Chaudhury:
Drought Stress Classification using 3D Plant Models. CoRR abs/1709.09496 (2017) - [i7]Li Yi, Lin Shao, Manolis Savva, Haibin Huang, Yang Zhou, Qirui Wang, Benjamin Graham, Martin Engelcke, Roman Klokov, Victor S. Lempitsky, Yuan Gan, Pengyu Wang, Kun Liu, Fenggen Yu, Panpan Shui, Bingyang Hu, Yan Zhang, Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Minki Jeong, Jaehoon Choi, Changick Kim, Angom Geetchandra, Narasimha Murthy, Bhargava Ramu, Bharadwaj Manda, M. Ramanathan, Gautam Kumar, P. Preetham, Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Christian Häne, Shubham Tulsiani, Jitendra Malik, Jared Lafer, Ramsey Jones, Siyuan Li, Jie Lu, Shi Jin, Jingyi Yu, Qixing Huang, Evangelos Kalogerakis, Silvio Savarese, Pat Hanrahan, Thomas A. Funkhouser, Hao Su, Leonidas J. Guibas:
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55. CoRR abs/1710.06104 (2017) - [i6]Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall, Kamlesh Jaiswal:
Object Classification using Ensemble of Local and Deep Features. CoRR abs/1712.04926 (2017) - [i5]Aarushi Agrawal, Prerana Mukherjee, Siddharth Srivastava, Brejesh Lall:
Enhanced Characterness for Text Detection in the Wild. CoRR abs/1712.04927 (2017) - 2016
- [j3]Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall:
Characterizing objects with SIKA features for multiclass classification. Appl. Soft Comput. 46: 1056-1066 (2016) - [c11]Siddharth Srivastava, Brejesh Lall:
3D binary signatures. ICVGIP 2016: 77:1-77:8 - 2015
- [c10]Prerana Mukherjee, Siddharth Srivastava, Brejesh Lall, Saisha Asolkar, Meera Pai:
Adaptive crypto-steganosystem for videos based on information content and visual perception. NCVPRIPG 2015: 1-4 - [i3]Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall:
Benchmarking KAZE and MCM for Multiclass Classification. CoRR abs/1505.05240 (2015) - [i2]Sumit Soman, Siddharth Srivastava, Saurabh Srivastava, Nitendra Rajput:
Brain Computer Interfaces for Mobile Apps: State-of-the-art and Future Directions. CoRR abs/1509.01338 (2015) - 2014
- [i1]Siddharth Srivastava, Ramji Gupta, Astha Rai, Amarjeet Singh Cheema:
Electronic Health Records and Cloud based Generic Medical Equipment Interface. CoRR abs/1411.1387 (2014) - 2012
- [j2]Noa Agmon, Vikas Agrawal, David W. Aha, Yiannis Aloimonos, Donagh Buckley, Prashant Doshi, Christopher W. Geib, Floriana Grasso, Nancy L. Green, Benjamin Johnston, Burt Kaliski, Christopher Kiekintveld, Edith Law, Henry Lieberman, Ole J. Mengshoel, Ted Metzler, Joseph Modayil, Douglas W. Oard, Nilufer Onder, Barry O'Sullivan, Katerina Pastra, Doina Precup, Sowmya Ramachandran, Chris Reed, Sanem Sariel Talay, Ted Selker, Lokendra Shastri, Stephen F. Smith, Satinder Singh, Siddharth Srivastava, Gita Sukthankar, David C. Uthus, Mary-Anne Williams:
Reports of the AAAI 2011 Conference Workshops. AI Mag. 33(1): 57-70 (2012) - [c7]Tushar Khot, Siddharth Srivastava, Sriraam Natarajan, Jude W. Shavlik:
Learning Relational Structure for Temporal Relation Extraction. StarAI@UAI 2012 - [c6]Siddharth Srivastava, Stuart Russell, Avi Pfeffer:
First-Order Models for POMDPs. StarAI@UAI 2012 - 2008
- [c5]Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein:
Learning Generalized Plans Using Abstract Counting. AAAI 2008: 991-997 - 2005
- [j1]Siddharth Srivastava, Frederik Maes, Dirk Vandermeulen, Wim Van Paesschen, Patrick Dupont, Paul Suetens:
Feature-based statistical analysis of structural MR data for automatic detection of focal cortical dysplastic lesions. NeuroImage 27(2): 253-266 (2005) - 2004
- [c4]Siddharth Srivastava, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Wim Van Paesschen, Patrick Dupont:
Feature Based Statistical Analysis of Structural MR Data for Automatic Detection of Focal Cortical Dysplastic (FCD) Lesions. ISBI 2004: 1127-1130 - [c3]Siddharth Srivastava, Frederik Maes, Dirk Vandermeulen, Wim Van Paesschen, Patrick Dupont, Paul Suetens:
Effects of Anatomical Asymmetry in Spatial Priors on Model-Based Segmentation of the Brain MRI: A Validation Study. MICCAI (1) 2004: 327-334 - 2003
- [c2]Siddharth Srivastava, Frederik Maes, Dirk Vandermeulen, Patrick Dupont, Wim Van Paesschen, Paul Suetens:
An Automated 3D Algorithm for Neo-cortical Thickness Measurement. MICCAI (2) 2003: 488-495 - 2001
- [c1]Siddharth Srivastava, Koen Van Leemput, Frederik Maes, Dirk Vandermeulen, Paul Suetens:
Validation of Nonlinear Spatial Filtering to Improve Tissue Segmentation of MR Brain Images. MICCAI 2001: 507-515
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last updated on 2024-05-13 20:26 CEST by the dblp team
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