Shirish S. Karande

Orcid: 0009-0000-2693-845X

Affiliations:
  • TCS Innovation Labs, Pune, India
  • Philips Research Bangalore, India
  • University of California, Santa Cruz, Department of Electrical Engineering and Computer Engineering, CA, USA
  • Michigan State University, Department of Electrical and Computer Engineering, East Lansing, MI, USA (PhD 2007)


According to our database1, Shirish S. Karande authored at least 87 papers between 2003 and 2024.

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Bibliography

2024
Persuasion Games using Large Language Models.
CoRR, 2024

Towards Improving NAM-to-Speech Synthesis Intelligibility using Self-Supervised Speech Models.
CoRR, 2024

Meme Generation with Multi-modal Input and Planning.
Proceedings of the 2nd International Workshop on Deep Multimodal Generation and Retrieval, 2024

AI Writers and Critics: An Exploratory Study on Creative Content Generation and Evaluation by Large Language Models.
Proceedings of the 3rd Workshop on Artificial Intelligence and Creativity co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023
Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective.
CoRR, 2023

Can Physics Informed Neural Operators Self Improve?
CoRR, 2023

How important are specialized transforms in Neural Operators?
CoRR, 2023

HyperLoRA for PDEs.
CoRR, 2023

Synthesis of Mathematical programs from Natural Language Specifications.
CoRR, 2023

DeepEpiSolver: Unravelling Inverse problems in Covid, HIV, Ebola and Disease Transmission.
CoRR, 2023

Symbolic Regression for PDEs using Pruned Differentiable Programs.
CoRR, 2023

Ontology Guided Supervised Contrastive Learning For Fine-grained Attribute Extraction From Fashion Images.
Proceedings of the 2023 SIGIR Workshop on eCommerce co-located with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

2022
Real-time Health Monitoring of Heat Exchangers using Hypernetworks and PINNs.
CoRR, 2022

On NeuroSymbolic Solutions for PDEs.
CoRR, 2022

I Know Therefore I Score: Label-Free Crafting of Scoring Functions using Constraints Based on Domain Expertise.
CoRR, 2022

Exploring Dimensions of Generalizability and Few-shot Transfer for Text-to-SQL Semantic Parsing.
Proceedings of the Transfer Learning for Natural Language Processing Workshop, 2022

Can a Pretrained Language Model Make Sense with Pretrained Neural Extractors? An Application to Multimodal Classification (short paper).
Proceedings of the Workshop on Multi-Modal Fake News and Hate-Speech Detection (DE-FACTIFY 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI 2022), 2022

2021
A Generic Few-Shot Solution for Food Shelf-Life Prediction using Meta-Learning.
Proceedings of the AI & Food'21: Proceedings of the 3rd Workshop on AIxFood, 2021

Performance of BERT on Persuasion for Good.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Stylistic MR-to-Text Generation Using Pre-trained Language Models.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Plots to Previews: Towards Automatic Movie Preview Retrieval using Publicly Available Meta-data.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

What BERTs and GPTs know about your brand? Probing contextual language models for affect associations.
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021

2020
Avoid Crowding in the Battlefield: Semantic Placement of Social Messages in Entertainment Programs.
Proceedings of the AI4TV '20: Proceedings of the 2nd International Workshop on AI for Smart TV Content Production, 2020

Predicting Sentiments in Image Advertisements using Semantic Relations among Sentiment Labels.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Improving NMT via Filtered Back Translation.
Proceedings of the 7th Workshop on Asian Translation, 2020

Understanding Advertisements with BERT.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training.
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018
Towards automating disambiguation of regulations: using the wisdom of crowds.
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

On Localizing Keywords in Continuous Speech using Mismatched Crowd.
Proceedings of the HCOMP 2018 Works in Progress and Demonstration Papers Track of the sixth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2018), 2018

Moving Disambiguation of Regulations from the Cathedral to the Bazaar.
Proceedings of the HCOMP 2018 Works in Progress and Demonstration Papers Track of the sixth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2018), 2018

Imitation Learning on Atari using Non-Expert Human Annotations.
Proceedings of the HCOMP 2018 Works in Progress and Demonstration Papers Track of the sixth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2018), 2018

2017
Knowledge distillation using unlabeled mismatched images.
CoRR, 2017

Layer-wise training of deep networks using kernel similarity.
CoRR, 2017

Deep Learning Based Car Damage Classification.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Crowdsourcing for Chromosome Segmentation and Deep Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Ashwin: Plug-and-Play System for Machine-Human Image Annotation.
CoRR, 2016

Feasibility of Post-Editing Speech Transcriptions with a Mismatched Crowd.
CoRR, 2016

Stamp processing with examplar features.
CoRR, 2016

On Employing a Highly Mismatched Crowd for Speech Transcription.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Unsupervised Word Clustering Using Deep Features.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Multi-view image inpainting with sparse representations.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Breaching IM session privacy using causality.
Proceedings of the IEEE Global Communications Conference, 2014

2013
English to Hindi Translation Protocols for an Enterprise Crowd.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

On the real-time masking of the sound of credit cards using hot patching.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

PUSTACK: towards an augmented, scalable and personalized interface for paper textbooks.
Proceedings of the 11th Asia Pacific Conference on Computer Human Interaction, 2013

2012
Retargeting LT codes using XORs at the relay.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

2011
Multicast Throughput Order of Network Coding in Wireless Ad-hoc Networks.
IEEE Trans. Commun., 2011

On the multicast capacity of wireless ad hoc networks with network coding.
J. Commun. Networks, 2011

2010
Maximal Recovery Network Coding Under Topology Constraint.
IEEE Trans. Inf. Theory, 2010

2009
Fundamental limits of information dissemination in wireless ad hoc networks-part I: single-packet reception.
IEEE Trans. Wirel. Commun., 2009

Optimal Unicast Capacity of Random Geometric Graphs: Impact of Multipacket Transmission and Reception.
IEEE J. Sel. Areas Commun., 2009

On the multicast throughput capacity of network coding in wireless ad-hoc networks.
Proceedings of the 2nd ACM international workshop on Foundations of wireless ad hoc and sensor networking and computing, 2009

Network Coding Does Not Change the Multicast throughput Order of Wireless Ad Hoc Networks.
Proceedings of IEEE International Conference on Communications, 2009

2008
On Channel Capacity Estimation and Prediction for Rate-Adaptive Wireless Video.
IEEE Trans. Multim., 2008

On the Capacity Improvement of Multicast Traffic with Network Coding
CoRR, 2008

Optimal scaling of multicommodity flows in wireless ad hoc networks: Beyond the Gupta-Kumar barrier.
Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008

Design and analysis of Generalized LT-codes using colored ripples.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Complexity reduction using power-law based scheduling for exploiting spatial correlation in distributed video coding.
Proceedings of the International Conference on Image Processing, 2008

Natural growth codes: Partial recovery under random network coding.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Capacity of wireless ad-hoc networks under multipacket transmission and reception.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Header Detection to Improve Multimedia Quality Over Wireless Networks.
IEEE Trans. Multim., 2007

Hybrid Erasure-Error Protocols for Wireless Video.
IEEE Trans. Multim., 2007

Survival of the Fittest: An Active Queue Management Technique for Noisy Packet Flows.
Adv. Multim., 2007

INPoD: In-Network Processing over Sensor Networks based on Code Design.
Proceedings of the Fourth Annual IEEE Communications Society Conference on Sensor, 2007

Transmission-Distortion Tradeoffs in Network Channel Coding.
Proceedings of the International Conference on Image Processing, 2007

Optimally Mapping an Iterative Channel Decoding Algorithm to a Wireless Sensor Network.
Proceedings of IEEE International Conference on Communications, 2007

On Channel State Inference and Prediction Using Observable Variables in 802.11b Network.
Proceedings of IEEE International Conference on Communications, 2007

Adaptive Network Coding With Noisy Packets.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

A Multi-Tier Model for BER Prediction over Wireless Residual Channels.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

2006
Influence of Graph Properties of Peer-to-Peer Topologies on Video Streaming with Network Channel Coding.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Utilizing SSR Indications for Improved Video Communication in Presence of 802.11B Residue Errors.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

CLIX: Network Coding and Cross Layer Information Exchange of Wireless Video.
Proceedings of the International Conference on Image Processing, 2006

Improving Wireless Multimedia Quality using Header Detection with Priors.
Proceedings of IEEE International Conference on Communications, 2006

On Modeling of 802.1lb Residue Errors.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
Network-embedded FEC for optimum throughput of multicast packet video.
Signal Process. Image Commun., 2005

Does relay of corrupted packets increase capacity?
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

Network embedded FEC (NEF) for video multicast in presence of packet loss correlation.
Proceedings of the 2005 International Conference on Image Processing, 2005

A statistical receiver-based approach for improved throughput of multimedia communications over wireless LANs.
Proceedings of IEEE International Conference on Communications, 2005

The utility of hybrid error-erasure LDPC (HEEL) codes for wireless multimedia.
Proceedings of IEEE International Conference on Communications, 2005

2004
Scalable Video Transcaling for the Wireless Internet.
EURASIP J. Adv. Signal Process., 2004

Rate-constrained adaptive fec for video over erasure channels with memory.
Proceedings of the 2004 International Conference on Image Processing, 2004

Density and irregularity dependence of partial recovery codes.
Proceedings of IEEE International Conference on Communications, 2004

2003
Performance analysis and modeling of errors and losses over 802.11b LANs for high-bit-rate real-time multimedia.
Signal Process. Image Commun., 2003

Partial Reed Solomon codes for erasure channels.
Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003

Cross-layer protocol design for real-time multimedia applications over 802.11 b networks.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A new family of channel coding schemes for real-time visual communications.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Analysis and modeling of errors at the 802.11b link layer.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003


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