Abhishek Das

Orcid: 0000-0002-6474-2332

According to our database1, Abhishek Das authored at least 108 papers between 2001 and 2024.

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Bibliography

2024
A Black Swan event-based hybrid model for Indian stock markets' trends prediction.
Innov. Syst. Softw. Eng., June, 2024

Multi-Step-Ahead Time Series Forecasting using Deep Learning and Fuzzy Time Series-based Error Correction Method.
J. Univers. Comput. Sci., 2024

Skin Cancer Detection from Dermatoscopic Images Using Hybrid Fuzzy Ensemble Learning Model.
Int. J. Fuzzy Syst., 2024

Biomedical signal to image conversion and classification using flexible deep learning techniques.
Int. J. Bus. Intell. Data Min., 2024

HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation.
CoRR, 2024

Distribution Learning for Molecular Regression.
CoRR, 2024

Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields.
CoRR, 2024

PM2.5 Concentration Forecasting in the Kolkata Region With Spatiotemporal Sliding Window Approaches.
IEEE Access, 2024

Double Adjacent Error Correction in RRAM Matrix Multiplication using Weighted Checksums.
Proceedings of the 30th IEEE International Symposium on On-Line Testing and Robust System Design, 2024

EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Numerical scheme for partial differential equations involving small diffusion term with non-local boundary conditions.
J. Appl. Math. Comput., December, 2023

A Deep Stacked Ensemble Model for Microarray Data Classification with Boosted Meta Classifier.
Int. J. Artif. Intell. Tools, December, 2023

Handwritten Odia numeral recognition using combined CNN-RNN.
Int. J. Grid Util. Comput., 2023

The Open DAC 2023 Dataset and Challenges for Sorbent Discovery in Direct Air Capture.
CoRR, 2023

Highly Efficient Layered Syndrome-based Double Error Correction Utilizing Current Summing in RRAM Cells to Simplify Decoder.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2023

PIRLNav: Pretraining with Imitation and RL Finetuning for OBJECTNAV.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets.
Trans. Mach. Learn. Res., 2022

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, 2022

Classification of magnetic resonance images of brain using concatenated deep neural network.
Int. J. Model. Identif. Control., 2022

AdsorbML: Accelerating Adsorption Energy Calculations with Machine Learning.
CoRR, 2022

The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis.
CoRR, 2022

How Do Graph Networks Generalize to Large and Diverse Molecular Systems?
CoRR, 2022

Design of deep ensemble classifier with fuzzy decision method for biomedical image classification.
Appl. Soft Comput., 2022

Spherical Channels for Modeling Atomic Interactions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Optimizing constraint driven container orchestration policies in a cloud environment.
Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022

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.
Proceedings of the 7th International Conference on Computer and Communication Systems, 2022

2021
Rotation Invariant Graph Neural Networks using Spin Convolutions.
CoRR, 2021

Auxiliary Tasks and Exploration Enable ObjectNav.
CoRR, 2021

ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations.
CoRR, 2021

Smart Car Features using Embedded Systems and IoT.
CoRR, 2021

Multi-Image Steganography Using Deep Neural Networks.
CoRR, 2021

Breast cancer detection using an ensemble deep learning method.
Biomed. Signal Process. Control., 2021


Auxiliary Tasks and Exploration Enable ObjectGoal Navigation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Performance Analysis of Python-based Finite Volume Solver ANUGA on Modern Architectures.
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

A Deep Learning Approach for COVID-19 Infection Probability Prediction.
Proceedings of the 19th OITS International Conference on Information Technology, 2021

Automated Video Description for Blind and Low Vision Users.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
A fourth-order numerical scheme for singularly perturbed delay parabolic problem arising in population dynamics.
J. Appl. Math. Comput., June, 2020

Building Agents that can See, Talk, and Act.
PhD thesis, 2020

A New Class of Single Burst Error Correcting Codes with Parallel Decoding.
IEEE Trans. Computers, 2020

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization.
Int. J. Comput. Vis., 2020

Detecting Hate Speech in Multi-modal Memes.
CoRR, 2020

Smart Refrigerator using Internet of Things and Android.
CoRR, 2020

The Open Catalyst 2020 (OC20) Dataset and Community Challenges.
CoRR, 2020

An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage.
CoRR, 2020

Auxiliary Tasks Speed Up Learning PointGoal Navigation.
CoRR, 2020

Selective Checksum based On-line Error Correction for RRAM based Matrix Operations.
Proceedings of the 38th IEEE VLSI Test Symposium, 2020

Segmentation of Blood Vessels from Fundus Image Using Scaled Grid.
Proceedings of the Machine Learning, Image Processing, Network Security and Data Sciences, 2020

IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Probing Emergent Semantics in Predictive Agents via Question Answering.
Proceedings of the 37th International Conference on Machine Learning, 2020

Feel The Music: Automatically Generating A Dance For An Input Song.
Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline.
Proceedings of the Computer Vision - ECCV 2020, 2020

Auxiliary Tasks Speed Up Learning Point Goal Navigation.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
Visual Dialog.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning.
CoRR, 2019

Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018).
CoRR, 2019

Layered-ECC: A Class of Double Error Correcting Codes for High Density Memory Systems.
Proceedings of the 37th IEEE VLSI Test Symposium, 2019

A Graph Theory Approach towards IJTAG Security via Controlled Scan Chain Isolation.
Proceedings of the 37th IEEE VLSI Test Symposium, 2019

Online Correction of Hard Errors and Soft Errors via One-Step Decodable OLS Codes for Emerging Last Level Caches.
Proceedings of the IEEE Latin American Test Symposium, 2019

TarMAC: Targeted Multi-Agent Communication.
Proceedings of the 36th International Conference on Machine Learning, 2019

End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features.
Proceedings of the IEEE International Conference on Acoustics, 2019

Improving Generative Visual Dialog by Answering Diverse Questions.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Embodied Question Answering in Photorealistic Environments With Point Cloud Perception.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Audio Visual Scene-Aware Dialog.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Uniformly convergent numerical method for singularly perturbed 2D delay parabolic convection-diffusion problems on Bakhvalov-Shishkin mesh.
Int. J. Math. Model. Numer. Optimisation, 2018

Second-order uniformly convergent numerical method for singularly perturbed delay parabolic partial differential equations.
Int. J. Comput. Math., 2018

Impact of Data Normalization on Deep Neural Network for Time Series Forecasting.
CoRR, 2018

Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7.
CoRR, 2018

Higher-order convergence with fractional-step method for singularly perturbed 2D parabolic convection-diffusion problems on Shishkin mesh.
Comput. Math. Appl., 2018

Systematic b-adjacent symbol error correcting reed-solomon codes with parallel decoding.
Proceedings of the 36th IEEE VLSI Test Symposium, 2018

Low Complexity Burst Error Correcting Codes to Correct MBUs in SRAMs.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

Efficient Non-Binary Hamming Codes for Limited Magnitude Errors in MLC PCMs.
Proceedings of the 2018 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2018

Embodied Question Answering.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Neural Modular Control for Embodied Question Answering.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Connecting Language and Vision to Actions.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Tutorial Abstracts, 2018

2017
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?
Comput. Vis. Image Underst., 2017

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Limited Magnitude Error Correction Using OLS Codes for Memories with Multilevel Cells.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Evaluating Visual Conversational Agents via Cooperative Human-AI Games.
Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing, 2017

Visual Dialog.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Grad-CAM: Why did you say that?
CoRR, 2016

Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization.
CoRR, 2016

2015
Uniformly convergent hybrid numerical scheme for singularly perturbed delay parabolic convection-diffusion problems on Shishkin mesh.
Appl. Math. Comput., 2015

2013
Investigations on tool wear and material deposition aspects of TiC coating on aluminium by electro discharge coating process.
Int. J. Manuf. Technol. Manag., 2013

The Impact of Dynamic Directories on Multicore Interconnects.
Computer, 2013

Biosequence Analysis Using Intel® Xeon Phi.
Proceedings of the Seventh UKSim/AMSS European Modelling Symposium, 2013

2012
Mobile Platforms: A New Frontier for Market Research.
Proceedings of the 2012 IEEE First International Conference on Mobile Services, 2012

C-DAC pan India strategy in high performance computing for human advancement.
Proceedings of the 6th International Conference on Theory and Practice of Electronic Governance, 2012

Dynamic Directories: A mechanism for reducing on-chip interconnect power in multicores.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011
Elimination of Specular reflection and Identification of ROI: The First Step in Automated Detection of Cervical Cancer using Digital Colposcopy.
CoRR, 2011

Preprocessing for Automating Early Detection of Cervical Cancer.
Proceedings of the 15th International Conference on Information Visualisation, 2011

2010
Detecting/preventing information leakage on the memory bus due to malicious hardware.
Proceedings of the Design, Automation and Test in Europe, 2010

Quantifying and coping with parametric variations in 3D-stacked microarchitectures.
Proceedings of the 47th Design Automation Conference, 2010

2008
An FPGA-Based Network Intrusion Detection Architecture.
IEEE Trans. Inf. Forensics Secur., 2008

Evaluating the effects of cache redundancy on profit.
Proceedings of the 41st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-41 2008), 2008

Stream Scheduling: A Framework to Manage Bulk Operations in Memory Hierarchies.
Proceedings of the Euro-Par 2008, 2008

An Efficient FPGA Implementation of Principle Component Analysis based Network Intrusion Detection System.
Proceedings of the Design, Automation and Test in Europe, 2008

2007
Microarchitectures for Managing Chip Revenues under Process Variations.
IEEE Comput. Archit. Lett., 2007

Evaluating voltage islands in CMPs under process variations.
Proceedings of the 25th International Conference on Computer Design, 2007

Stream Scheduling: A Framework to Manage Bulk Operations in a Memory Hierarchy.
Proceedings of the 16th International Conference on Parallel Architectures and Compilation Techniques (PACT 2007), 2007

2006
Compiling for stream processing.
Proceedings of the 15th International Conference on Parallel Architectures and Compilation Techniques (PACT 2006), 2006

2004
Stream Processors: Progammability and Efficiency.
ACM Queue, 2004

Evaluating the Imagine Stream Architecture.
Proceedings of the 31st International Symposium on Computer Architecture (ISCA 2004), 2004

2003
Merrimac: Supercomputing with Streams.
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003

2002
Timing analysis of tree-like RLC circuits.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

2001
Enhancing Performance of Asynchronous Data Traffic over the Bluetooth Wireless Ad-hoc Network.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001


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