Abhishek Das

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 105

Top Venues

Publications

Yi-Lun Liao, Tess E. Smidt, Abhishek Das
Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields. CoRR (2024)
Samit Bhanja, Abhishek Das
A Black Swan event-based hybrid model for Indian stock markets' trends prediction. Innov. Syst. Softw. Eng. 20 (2) (2024)
Kenrick Xavier Pinto, Krishnaja Kodali, Abhishek Das, Nur A. Touba
Double Adjacent Error Correction in RRAM Matrix Multiplication using Weighted Checksums. IOLTS (2024)
Yi-Lun Liao, Brandon M. Wood, Abhishek Das, Tess E. Smidt
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations. ICLR (2024)
Abhishek Das, Soumya Ranjan Nayak, Mihir Narayan Mohanty, Piyush Kumar Shukla
Biomedical signal to image conversion and classification using flexible deep learning techniques. Int. J. Bus. Intell. Data Min. 24 (2) (2024)
Mihir Narayan Mohanty, Abhishek Das
Skin Cancer Detection from Dermatoscopic Images Using Hybrid Fuzzy Ensemble Learning Model. Int. J. Fuzzy Syst. 26 (1) (2024)
Nima Shoghi, Pooya Shoghi, Anuroop Sriram, Abhishek Das
Distribution Learning for Molecular Regression. CoRR (2024)
Suvarsha Chennareddy, Sunanda Saha, Abhishek Das, Tanmay Kayal
PM2.5 Concentration Forecasting in the Kolkata Region With Spatiotemporal Sliding Window Approaches. IEEE Access 12 (2024)
Ram Ramrakhya, Dhruv Batra, Erik Wijmans, Abhishek Das
PIRLNav: Pretraining with Imitation and RL Finetuning for OBJECTNAV. CVPR (2023)
Shree Bala, Lolugu Govindarao, Abhishek Das, A. Majumdar
Numerical scheme for partial differential equations involving small diffusion term with non-local boundary conditions. J. Appl. Math. Comput. 69 (6) (2023)
Abhishek Das, Mihir Narayan Mohanty
Handwritten Odia numeral recognition using combined CNN-RNN. Int. J. Grid Util. Comput. 14 (4) (2023)
Shruti Dutta, Sai Charan Rachamadugu Chinni, Abhishek Das, Nur A. Touba
Highly Efficient Layered Syndrome-based Double Error Correction Utilizing Current Summing in RRAM Cells to Simplify Decoder. DFT (2023)
Ram Ramrakhya, Dhruv Batra, Erik Wijmans, Abhishek Das
PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav. CoRR (2023)
Anuroop Sriram, Sihoon Choi, Xiaohan Yu, Logan M. Brabson, Abhishek Das, Zachary W. Ulissi, Matt Uyttendaele, Andrew J. Medford, David S. Sholl
The Open DAC 2023 Dataset and Challenges for Sorbent Discovery in Direct Air Capture. CoRR (2023)
Yi-Lun Liao, Brandon M. Wood, Abhishek Das, Tess E. Smidt
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations. CoRR (2023)
Mihir Narayan Mohanty, Saumendra Kumar Mohapatra, Abhishek Das
A Deep Stacked Ensemble Model for Microarray Data Classification with Boosted Meta Classifier. Int. J. Artif. Intell. Tools 32 (8) (2023)
Abhishek Das, Lolugu Govindarao, Jugal Mohapatra
A second order weighted monotone numerical scheme for time-delayed parabolic initial-boundary-value problem involving a small parameter. Int. J. Math. Model. Numer. Optimisation 12 (3) (2022)
C. Lawrence Zitnick, Abhishek Das, Adeesh Kolluru, Janice Lan, Muhammed Shuaibi, Anuroop Sriram, Zachary W. Ulissi, Brandon M. Wood
Spherical Channels for Modeling Atomic Interactions. CoRR (2022)
Johannes Gasteiger, Muhammed Shuaibi, Anuroop Sriram, Stephan Günnemann, Zachary W. Ulissi, C. Lawrence Zitnick, Abhishek Das
How Do Graph Networks Generalize to Large and Diverse Molecular Systems? CoRR (2022)
Johannes Gasteiger, Muhammed Shuaibi, Anuroop Sriram, Stephan Günnemann, Zachary W. Ulissi, C. Lawrence Zitnick, Abhishek Das
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets. Trans. Mach. Learn. Res. 2022 (2022)
Nisha Agrawal, Abhishek Das, Rishi Pathak, Manish Modani
Highly Portable C++ Based Simulator with Dual Parallelism and Spatial Decomposition of Simulation Domain using Floating Point Operations and More Flops Per Watt for Better Time-To-Solution on Particle Simulation. ICCCS (2022)
Richard Tran, Janice Lan, Muhammed Shuaibi, Siddharth Goyal, Brandon M. Wood, Abhishek Das, Javier Heras-Domingo, Adeesh Kolluru, Ammar Rizvi, Nima Shoghi, Anuroop Sriram, Zachary W. Ulissi, C. Lawrence Zitnick
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis. CoRR (2022)
Abhishek Das, Saumendra Kumar Mohapatra, Mihir Narayan Mohanty
Design of deep ensemble classifier with fuzzy decision method for biomedical image classification. Appl. Soft Comput. 115 (2022)
Abhishek Das, Mihir Narayan Mohanty
Classification of magnetic resonance images of brain using concatenated deep neural network. Int. J. Model. Identif. Control. 41 (1/2) (2022)
Abhishek Das, J. Tarun Gupta, N. Sanketh Reddy, Phalachandra Hallymysore
Optimizing constraint driven container orchestration policies in a cloud environment. CCWC (2022)
Larry Zitnick, Abhishek Das, Adeesh Kolluru, Janice Lan, Muhammed Shuaibi, Anuroop Sriram, Zachary W. Ulissi, Brandon M. Wood
Spherical Channels for Modeling Atomic Interactions. NeurIPS (2022)
Ram Ramrakhya, Eric Undersander, Dhruv Batra, Abhishek Das
Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale. CVPR (2022)
Anuroop Sriram, Abhishek Das, Brandon M. Wood, Siddharth Goyal, C. Lawrence Zitnick
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations. ICLR (2022)
Ram Ramrakhya, Eric Undersander, Dhruv Batra, Abhishek Das
Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale. CoRR (2022)
Janice Lan, Aini Palizhati, Muhammed Shuaibi, Brandon M. Wood, Brook Wander, Abhishek Das, Matt Uyttendaele, C. Lawrence Zitnick, Zachary W. Ulissi
AdsorbML: Accelerating Adsorption Energy Calculations with Machine Learning. CoRR (2022)
Anuroop Sriram, Abhishek Das, Brandon M. Wood, Siddharth Goyal, C. Lawrence Zitnick
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations. CoRR (2022)
Saumendra Kumar Mohapatra, Mohan Debarchan Mohanty, Abhishek Das, Mihir Narayan Mohanty
A Deep Learning Approach for COVID-19 Infection Probability Prediction. OCIT (2021)
Abhishek Das, Vivek Dhuri, Aditya Desai, Suyash Ail, Ameya Kadam
Smart Car Features using Embedded Systems and IoT. CoRR (2021)
Weihua Hu, Muhammed Shuaibi, Abhishek Das, Siddharth Goyal, Anuroop Sriram, Jure Leskovec, Devi Parikh, C. Lawrence Zitnick
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations. CoRR (2021)
Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans
Auxiliary Tasks and Exploration Enable ObjectNav. CoRR (2021)
Abhishek Das, Muhammed Shuaibi, Aini Palizhati, Siddharth Goyal, Aditya Grover, Adeesh Kolluru, Janice Lan, Ammar Rizvi, Anuroop Sriram, Brandon M. Wood, Devi Parikh, Zachary W. Ulissi, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev
The Open Catalyst Challenge 2021: Competition Report. NeurIPS (Competition and Demos) (2021)
Abhishek Das, Japsimar Singh Wahi, Mansi Anand, Yugant Rana
Multi-Image Steganography Using Deep Neural Networks. CoRR (2021)
Abhishek Das, Mihir Narayan Mohanty, Pradeep Kumar Mallick, Prayag Tiwari, Khan Muhammad, Hongyin Zhu
Breast cancer detection using an ensemble deep learning method. Biomed. Signal Process. Control. 70 (2021)
Nisha Agrawal, Abhishek Das, Girishchandra R. Yendargaye, T. S. Murugesh Prabhu, Sandeep K. Joshi, V. Venkatesh Shenoi
Performance Analysis of Python-based Finite Volume Solver ANUGA on Modern Architectures. IC3 (2021)
Muhammed Shuaibi, Adeesh Kolluru, Abhishek Das, Aditya Grover, Anuroop Sriram, Zachary W. Ulissi, C. Lawrence Zitnick
Rotation Invariant Graph Neural Networks using Spin Convolutions. CoRR (2021)
Aditya Bodi, Pooyan Fazli, Shasta Ihorn, Yue-Ting Siu, Andrew T. Scott, Lothar Narins, Yash Kant, Abhishek Das, Ilmi Yoon
Automated Video Description for Blind and Low Vision Users. CHI Extended Abstracts (2021)
Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans
Auxiliary Tasks and Exploration Enable ObjectGoal Navigation. ICCV (2021)
Shasta Ihorn, Yue-Ting Siu, Aditya Bodi, Lothar Narins, Jose M. Castanon, Yash Kant, Abhishek Das, Ilmi Yoon, Pooyan Fazli
NarrationBot and InfoBot: A Hybrid System for Automated Video Description. CoRR (2021)
Abhishek Das, Vivek Dhuri, Ranjushree Pal
Smart Refrigerator using Internet of Things and Android. CoRR (2020)
Purva Tendulkar, Abhishek Das, Aniruddha Kembhavi, Devi Parikh
Feel The Music: Automatically Generating A Dance For An Input Song. CoRR (2020)
Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Greg Wayne, Felix Hill
Probing Emergent Semantics in Predictive Agents via Question Answering. ICML (2020)
C. Lawrence Zitnick, Lowik Chanussot, Abhishek Das, Siddharth Goyal, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Thibaut Lavril, Aini Palizhati, Morgane Riviere, Muhammed Shuaibi, Anuroop Sriram, Kevin Tran, Brandon Wood, Junwoong Yoon, Devi Parikh, Zachary W. Ulissi
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. CoRR (2020)
Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das
Auxiliary Tasks Speed Up Learning Point Goal Navigation. CoRL (2020)
Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das
Auxiliary Tasks Speed Up Learning PointGoal Navigation. CoRR (2020)
Lowik Chanussot, Abhishek Das, Siddharth Goyal, Thibaut Lavril, Muhammed Shuaibi, Morgane Riviere, Kevin Tran, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Aini Palizhati, Anuroop Sriram, Brandon Wood, Junwoong Yoon, Devi Parikh, C. Lawrence Zitnick, Zachary W. Ulissi
The Open Catalyst 2020 (OC20) Dataset and Community Challenges. CoRR (2020)
Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. Int. J. Comput. Vis. 128 (2) (2020)
Abhishek Das, Nur A. Touba
Selective Checksum based On-line Error Correction for RRAM based Matrix Operations. VTS (2020)
Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das
Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. ECCV (18) (2020)
Abhishek Das, Japsimar Singh Wahi, Siyao Li
Detecting Hate Speech in Multi-modal Memes. CoRR (2020)
Purva Tendulkar, Abhishek Das, Aniruddha Kembhavi, Devi Parikh
Feel The Music: Automatically Generating A Dance For An Input Song. ICCC (2020)
Abhishek Das, Nur A. Touba
A New Class of Single Burst Error Correcting Codes with Parallel Decoding. IEEE Trans. Computers 69 (2) (2020)
Lolugu Govindarao, Jugal Mohapatra, Abhishek Das
A fourth-order numerical scheme for singularly perturbed delay parabolic problem arising in population dynamics. J. Appl. Math. Comput. 63 (1-2) (2020)
Rajat Suvra Nandy, Rohit Kamal Chatterjee, Abhishek Das
Segmentation of Blood Vessels from Fundus Image Using Scaled Grid. MIND (1) (2020)
Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Gregory Wayne, Felix Hill
Probing Emergent Semantics in Predictive Agents via Question Answering. CoRR (2020)
Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam
IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL. IJCAI (2020)
Abhishek Das, Nur A. Touba
A Graph Theory Approach towards IJTAG Security via Controlled Scan Chain Isolation. VTS (2019)
Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Stefan Lee, Peter Anderson, Irfan Essa, Devi Parikh, Dhruv Batra, Anoop Cherian, Tim K. Marks, Chiori Hori
Audio-Visual Scene-Aware Dialog. CoRR (2019)
Abhishek Das, Nur A. Touba
Online Correction of Hard Errors and Soft Errors via One-Step Decodable OLS Codes for Emerging Last Level Caches. LATS (2019)
Abhishek Das, Devi Parikh, Dhruv Batra
Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018). CoRR (2019)
Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. ICASSP (2019)
Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. CoRR (2019)
Abhishek Das, Nur A. Touba
Layered-ECC: A Class of Double Error Correcting Codes for High Density Memory Systems. VTS (2019)
Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Mike Rabbat, Joelle Pineau
TarMAC: Targeted Multi-Agent Communication. ICML (2019)
Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa, Dhruv Batra, Tim K. Marks, Chiori Hori, Peter Anderson, Stefan Lee, Devi Parikh
Audio Visual Scene-Aware Dialog. CVPR (2019)
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Stefan Lee, José M. F. Moura, Devi Parikh, Dhruv Batra
Visual Dialog. IEEE Trans. Pattern Anal. Mach. Intell. 41 (5) (2019)
Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception. CoRR (2019)
Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das
Improving Generative Visual Dialog by Answering Diverse Questions. EMNLP/IJCNLP (1) (2019)
Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception. CVPR (2019)
Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das
Improving Generative Visual Dialog by Answering Diverse Questions. CoRR (2019)
Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam
Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning. CoRR (2019)
Abhishek Das, Nur A. Touba
Systematic b-adjacent symbol error correcting reed-solomon codes with parallel decoding. VTS (2018)
Abhishek Das, Srinivasan Natesan
Higher-order convergence with fractional-step method for singularly perturbed 2D parabolic convection-diffusion problems on Shishkin mesh. Comput. Math. Appl. 75 (7) (2018)
Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
Neural Modular Control for Embodied Question Answering. CoRL (2018)
Abhishek Das, Srinivasan Natesan
Second-order uniformly convergent numerical method for singularly perturbed delay parabolic partial differential equations. Int. J. Comput. Math. 95 (3) (2018)
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
Embodied Question Answering. CVPR (2018)
Abhishek Das, Nur A. Touba
Efficient Non-Binary Hamming Codes for Limited Magnitude Errors in MLC PCMs. DFT (2018)
Peter Anderson, Abhishek Das, Qi Wu
Connecting Language and Vision to Actions. ACL (5) (2018)
Samit Bhanja, Abhishek Das
Impact of Data Normalization on Deep Neural Network for Time Series Forecasting. CoRR (2018)
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
Embodied Question Answering. CVPR Workshops (2018)
Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Michael G. Rabbat, Joelle Pineau
TarMAC: Targeted Multi-Agent Communication. CoRR (2018)
Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. CoRR (2018)
Abhishek Das, Srinivasan Natesan
Uniformly convergent numerical method for singularly perturbed 2D delay parabolic convection-diffusion problems on Bakhvalov-Shishkin mesh. Int. J. Math. Model. Numer. Optimisation 8 (4) (2018)
Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
Neural Modular Control for Embodied Question Answering. CoRR (2018)
Huda AlAmri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori
Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7. CoRR (2018)
Abhishek Das, Nur A. Touba
Low Complexity Burst Error Correcting Codes to Correct MBUs in SRAMs. ACM Great Lakes Symposium on VLSI (2018)
Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. CoRR (2017)
Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. ICCV (2017)
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra
Visual Dialog. CVPR (2017)
Abhishek Das, Nur A. Touba
Limited Magnitude Error Correction Using OLS Codes for Memories with Multilevel Cells. ICCD (2017)
Abhishek Das, Harsh Agrawal, Larry Zitnick, Devi Parikh, Dhruv Batra
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Comput. Vis. Image Underst. 163 (2017)
Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. ICCV (2017)
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
Embodied Question Answering. CoRR (2017)
Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh
Evaluating Visual Conversational Agents via Cooperative Human-AI Games. CoRR (2017)
Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh
Evaluating Visual Conversational Agents via Cooperative Human-AI Games. HCOMP (2017)
Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Abhishek Das