Fault-Tolerant Cube-Connected Cycles Structures Through Dimensional Substitution. - Nian-Feng Tzeng; Sourav Bhattacharya; Po-Jen Chuang (ICPP (1), 1990)

I/O bound binary tree layout. - Sourav Bhattacharya; Yoon-Hwa Choi; Wei-Tek Tsai (Great Lakes Symposium on VLSI, 1991)

Uni-directional cube-connected cycles. - Sourav Bhattacharya; Yoon-Hwa Choi; Wei-Tek Tsai (Great Lakes Symposium on VLSI, 1991)

Area efficient binary tree layout. - Sourav Bhattacharya; Wei-Tek Tsai (Great Lakes Symposium on VLSI, 1991)

Inverted Memory. - Sourav Bhattacharya; Chungti Liang; Wei-Tek Tsai (ICPP (1), 1991)

Distributed fault-tolerant routing on hypercubes algorithms and performance study. - Chungti Liang; Sourav Bhattacharya; Wei-Tek Tsai (SPDP, 1991)

Quadtree interconnection network layout. - Sourav Bhattacharya; Shekhar H. Kirani; Wei-Tek Tsai (Great Lakes Symposium on VLSI, 1992)

Array Covering: A Technique4 for Enabling Lloop Parallelization. - Viet N. Ngo; Gary Elsesser; Sourav Bhattacharya; Wei-Tek Tsai (ICPP (2), 1992)

Reverse Channel Augmented Multihop Lightwave Networks. - Allalaghatta Pavan; Sourav Bhattacharya; David Hung-Chang Du (INFOCOM, 1993)

Load Balancing of DOALL Loops in the Perfect Club. - Gary Elsesser; Viet N. Ngo; Sourav Bhattacharya; Wei-Tek Tsai (IPPS, 1993)

Lookahead Processor Allocation in Mesh-Connected Massively Parallel Multicomputer. - Sourav Bhattacharya; Wei-Tek Tsai (IPPS, 1994)

Recursive Binary Tree Layout Mixing. - Sourav Bhattacharya; Wei-Tek Tsai (Inf. Sci., 1994)

Multicasting in Generalized Multistage Interconnection Networks. - Sourav Bhattacharya; Gary Elsesser; Wei-Tek Tsai; Ding-Zhu Du (J. Parallel Distributed Comput., 1994)

Fault-Tolerant Multicasting on Hypercubes. - Albert C. Liang; Sourav Bhattacharya; Wei-Tek Tsai (J. Parallel Distributed Comput., 1994)

Processor preallocation and load balancing of DOALL loops. - Gary Elsesser; Viet N. Ngo; Sourav Bhattacharya; Wei-Tek Tsai (J. Supercomput., 1994)

Real-Time Communication Benchmark. - Sourav Bhattacharya (ICCCN, 1995)

Optimal multihop routing. An iterative approach to TWDM embedding. - Sourav Bhattacharya; Aloke Guha; Allalaghatta Pavan; David Hung-Chang Du (LCN, 1995)

Covert Channel Secure Hypercube Message Communication. - Sourav Bhattacharya; Thomas F. Keefe; Wei-Tek Tsai (J. Parallel Distributed Comput., 1995)

Quadtree Layouts and I/O Bandwidth. - Sourav Bhattacharya; Shekhar H. Kirani; Wei-Tek Tsai (Parallel Process. Lett., 1995)

Business Rule Extraction from Legacy Code. - Hai Huang 011; Wei-Tek Tsai; Sourav Bhattacharya; Xiaoping Chen; Yamin Wang; Jianhua Sun (COMPSAC, 1996)

Dynamic Network Management for Firmware Controlled Network Topology. - L. K. Nahar; Sourav Bhattacharya (COMPSAC, 1996)

Marriage of Wired and Wireless Networks to Build Tomorrows Internet. - Sandeepan Sanyal; Sourav Bhattacharya (COMPSAC, 1996)

Fault Message Propagation and its Impact on Rollback Recovery Mechanisms. - Viral Shah; Sourav Bhattacharya (PDPTA, 1996)

Software Engineering Practices and Tools for Real-Time Systems (Part I): Guest Editor's Introduction. - Sourav Bhattacharya; Ramin Mojdehbakhsh; Wei-Tek Tsai (Int. J. Softw. Eng. Knowl. Eng., 1996)

Software Engineering Practices and Tools for Real-Time Systems (Part II): Guest Editor's Introduction. - Sourav Bhattacharya; Ramin Mojdehbakhsh; Wei-Tek Tsai (Int. J. Softw. Eng. Knowl. Eng., 1996)

Fault propagation analysis based variable length checkpoint placement for fault-tolerant parallel and distributed systems. - Viral Shah; Sourav Bhattacharya (COMPSAC, 1997)

Impact of rollback recovery to program locality of reference and page replacement policies. - Yusen Lin; Sourav Bhattacharya (FTDCS, 1997)

Firewall placement in a large network topology. - Robert N. Smith; Sourav Bhattacharya (FTDCS, 1997)

Dynamic scheduling of real-time messages over an optical network. - Cheng-Chi Yu; Sourav Bhattacharya (ICCCN, 1997)

Design and Analysis of Fault-Tolerant Star Networks. - Chungti Liang; Sourav Bhattacharya; Jack Tan (ICPP, 1997)

Real-time multicast in wireless communication. - Sandeepan Sanyal; Laila Nahar; Sourav Bhattacharya (ICPP, 1997)

High-Assurance Systems (Introduction to the Special Section). - Sourav Bhattacharya; Akira K. Onoma; Farokh B. Bastani (Commun. ACM, 1997)

Real-Time Traffic Management on Optical Networks Using Dynamic Control of Cycle Duration. - Cheng-Chi Yu; Sourav Bhattacharya (CANPC, 1998)

Fault and Leak Tolerance in Firewall Engineering. - Robert N. Smith; Sourav Bhattacharya (HASE, 1998)

Business rule extraction techniques for COBOL programs. - Hai Huang 011; Wei-Tek Tsai; Sourav Bhattacharya; Xiaoping Chen; Yamin Wang; Jianhua Sun (J. Softw. Maintenance Res. Pract., 1998)

Multimedia Tools and Applications in the Development of a Large Complex Network System. - Sourav Bhattacharya; Srihari Palangala; Tolety Siva Perraju (COMPSAC, 1999)

A Protocol and Simulation for Distributed Communicating Firewalls. - Robert N. Smith; Sourav Bhattacharya (COMPSAC, 1999)

Look-Ahead Channel Reservation and Borrowing in Cellular Network System. - Haihong Zheng; Sourav Bhattacharya (HASE, 1999)

Operating firewalls outside the LAN perimeter. - Robert N. Smith; Sourav Bhattacharya (IPCCC, 1999)

Working Set in Channel Management for Cellular Networks. - Haihong Zheng; Sourav Bhattacharya (ISADS, 1999)

System engineering encapsulation of reliability techniques. - Yusen Lin; Sourav Bhattacharya (WORDS (Jan.), 1999)

The Network Maturity Model for Internet Development. - Sourav Bhattacharya; Jeffrey M. Capone; Kevin J. Dooley; Srihari Palangala; H.-S. Yang; W. Baumann; J. Fritsch (Computer, 1999)

Mobile Cluster Computing and Timeliness Issues. - Haihong Zheng; Rajkumar Buyya; Sourav Bhattacharya (Informatica (Slovenia), 1999)

Deadlock Management in Cellular Network Systems. - Haihong Zheng; Sourav Bhattacharya (PDPTA, 2000)

Cascade of Distributed and Cooperating Firewalls in a Secure Data Network. - Robert N. Smith; Yu Chen; Sourav Bhattacharya (IEEE Trans. Knowl. Data Eng., 2003)

SerPens: a tool for semantically enriched location information on personal devices. - Sourav Bhattacharya; Joonas Kukkonen; Petteri Nurmi; Patrik Floréen (BODYNETS, 2008)

Identifying Meaningful Places: The Non-parametric Way. - Petteri Nurmi; Sourav Bhattacharya (Pervasive, 2008)

A grid-based algorithm for on-device GSM positioning. - Petteri Nurmi; Sourav Bhattacharya; Joonas Kukkonen (UbiComp, 2010)

Enriching location information: an energy-efficient approach. - Sourav Bhattacharya (UbiComp, 2011)

Influence of landmark-based navigation instructions on user attention in indoor smart spaces. - Petteri Nurmi; Antti Salovaara; Sourav Bhattacharya; Teemu Pulkkinen; Gerrit Kahl (IUI, 2011)

Energy-efficient trajectory tracking for mobile devices. - Mikkel Baun Kjærgaard; Sourav Bhattacharya; Henrik Blunck; Petteri Nurmi (MobiSys, 2011)

Improving pervasive positioning through three-tier cyber foraging. - Mads Daro Kristensen; Mikkel Baun Kjærgaard; Thomas Toftkjær; Sourav Bhattacharya; Petteri Nurmi (PerCom Workshops, 2011)

Ma$$iv€ - An Intelligent Mobile Grocery Assistant. - Sourav Bhattacharya; Patrik Floréen; Andreas Forsblom; Samuli Hemminki; Petri Myllymäki; Petteri Nurmi; Teemu Pulkkinen; Antti Salovaara (Intelligent Environments, 2012)

Gaussian process-based predictive modeling for bus ridership. - Sourav Bhattacharya; Santi Phithakkitnukoon; Petteri Nurmi; Arto Klami; Marco Veloso; Carlos Bento 001 (UbiComp (Adjunct Publication), 2013)

Automatic correction of annotation boundaries in activity datasets by class separation maximization. - Reuben Kirkham; Aftab Khan 001; Sourav Bhattacharya; Nils Y. Hammerla; Sebastian Mellor; Daniel Roggen; Thomas Ploetz (UbiComp (Adjunct Publication), 2013)

An Un-tethered Mobile Shopping Experience. - Venkatraman Ramakrishna; Saurabh Srivastava; Jerome White; Nitendra Rajput; Kundan Shrivastava; Sourav Bhattacharya; Yetesh Chaudhary (MobiQuitous, 2013)

The company you keep: mobile malware infection rates and inexpensive risk indicators. - Hien Thi Thu Truong; Eemil Lagerspetz; Petteri Nurmi; Adam J. Oliner; Sasu Tarkoma; N. Asokan; Sourav Bhattacharya (WWW, 2014)

Compulsory versus voluntary voting: An experimental study. - Sourav Bhattacharya; John Duffy; Sun-Tak Kim (Games Econ. Behav., 2014)

Using unlabeled data in a sparse-coding framework for human activity recognition. - Sourav Bhattacharya; Petteri Nurmi; Nils Y. Hammerla; Thomas Plötz (Pervasive Mob. Comput., 2014)

Checksum gestures: continuous gestures as an out-of-band channel for secure pairing. - Imtiaj Ahmed; Yina Ye; Sourav Bhattacharya; N. Asokan; Giulio Jacucci; Petteri Nurmi; Sasu Tarkoma (UbiComp, 2015)

PURBA 2015: the 4th workshop on pervasive urban applications. - Santi Phithakkitnukoon; Teerayut Horanont; Sourav Bhattacharya; Yoshihide Sekimoto (UbiComp/ISWC Adjunct, 2015)

An Early Resource Characterization of Deep Learning on Wearables, Smartphones and Internet-of-Things Devices. - Nicholas D. Lane; Sourav Bhattacharya; Petko Georgiev; Claudio Forlivesi; Fahim Kawsar (IoT-App@SenSys, 2015)

Smart Devices are Different: Assessing and MitigatingMobile Sensing Heterogeneities for Activity Recognition. - Allan Stisen; Henrik Blunck; Sourav Bhattacharya; Thor Siiger Prentow; Mikkel Baun Kjærgaard; Anind K. Dey; Tobias Sonne; Mads Møller Jensen (SenSys, 2015)

LookAhead: Augmenting Crowdsourced Website Reputation Systems with Predictive Modeling. - Sourav Bhattacharya; Otto Huhta; N. Asokan (TRUST, 2015)

Robust and Energy-Efficient Trajectory Tracking for Mobile Devices. - Sourav Bhattacharya; Henrik Blunck; Mikkel Baun Kjærgaard; Petteri Nurmi (IEEE Trans. Mob. Comput., 2015)

Heterogeneity Activity Recognition. - Henrik Blunck; Sourav Bhattacharya; Thor S. Prentow; Mikkel Kjrgaard; Anind K. Dey (UCI Machine Learning Repository, 2015)

PURBA 2016: the 5th workshop on pervasive urban applications. - Santi Phithakkitnukoon; Teerayut Horanont; Sourav Bhattacharya; Yoshihide Sekimoto (UbiComp Adjunct, 2016)

Towards multimodal deep learning for activity recognition on mobile devices. - Valentin Radu; Nicholas D. Lane; Sourav Bhattacharya; Cecilia Mascolo; Mahesh K. Marina; Fahim Kawsar (UbiComp Adjunct, 2016)

DeepX: A Software Accelerator for Low-Power Deep Learning Inference on Mobile Devices. - Nicholas D. Lane; Sourav Bhattacharya; Petko Georgiev; Claudio Forlivesi; Lei Jiao 002; Lorena Qendro; Fahim Kawsar (IPSN, 2016)

Demonstration Abstract: Accelerating Embedded Deep Learning Using DeepX. - Nicholas D. Lane; Sourav Bhattacharya; Petko Georgiev; Claudio Forlivesi; Fahim Kawsar (IPSN, 2016)

DXTK: Enabling Resource-efficient Deep Learning on Mobile and Embedded Devices with the DeepX Toolkit. - Nicholas D. Lane; Sourav Bhattacharya; Akhil Mathur; Claudio Forlivesi; Fahim Kawsar (MobiCASE, 2016)

Demo: Accelerated Deep Learning Inference for Embedded and Wearable Devices using DeepX. - Nicholas D. Lane; Sourav Bhattacharya; Petko Georgiev; Claudio Forlivesi; Fahim Kawsar (MobiSys (Companion Volume), 2016)

From smart to deep: Robust activity recognition on smartwatches using deep learning. - Sourav Bhattacharya; Nicholas D. Lane (PerCom Workshops, 2016)

Sparsification and Separation of Deep Learning Layers for Constrained Resource Inference on Wearables. - Sourav Bhattacharya; Nicholas D. Lane (SenSys, 2016)

Understanding the Impact of Geographical Context on Subjective Well-Being of Urban Citizens. - Afra J. Mashhadi; Sourav Bhattacharya; Fahim Kawsar (Urb-IoT, 2016)

Campaign rhetoric and the hide-and-seek game. - Sourav Bhattacharya (Soc. Choice Welf., 2016)

ACTIVITY RECOGNITION ON SMART DEVICES: Dealing with diversity in the wild. - Henrik Blunck; Sourav Bhattacharya; Allan Stisen; Thor Siiger Prentow; Mikkel Baun Kjærgaard; Anind K. Dey; Mads Møller Jensen; Tobias Sonne (GetMobile Mob. Comput. Commun., 2016)

PURBA 2017: the 6th workshop on pervasive urban applications. - Santi Phithakkitnukoon; Teerayut Horanont; Sourav Bhattacharya; Yoshihide Sekimoto (UbiComp/ISWC Adjunct, 2017)

DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware. - Akhil Mathur; Nicholas D. Lane; Sourav Bhattacharya; Aidan Boran; Claudio Forlivesi; Fahim Kawsar (MobiSys, 2017)

Scaling health analytics to millions without compromising privacy using deep distributed behavior models. - Petar Velickovic; Nicholas D. Lane; Sourav Bhattacharya; Angela Chieh; Otmane Bellahsen; Matthieu Vegreville (PervasiveHealth, 2017)

Cross-modal Recurrent Models for Human Weight Objective Prediction from Multimodal Time-series Data. - Petar Velickovic; Laurynas Karazija; Nicholas D. Lane; Sourav Bhattacharya; Edgar Liberis; Pietro Liò; Angela Chieh; Otmane Bellahsen; Matthieu Vegreville (CoRR, 2017)

Voting with endogenous information acquisition: Experimental evidence. - Sourav Bhattacharya; John Duffy; Sun-Tak Kim (Games Econ. Behav., 2017)

Low-resource Multi-task Audio Sensing for Mobile and Embedded Devices via Shared Deep Neural Network Representations. - Petko Georgiev; Sourav Bhattacharya; Nicholas D. Lane; Cecilia Mascolo (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Multimodal Deep Learning for Activity and Context Recognition. - Valentin Radu; Catherine Tong; Sourav Bhattacharya; Nicholas D. Lane; Cecilia Mascolo; Mahesh K. Marina; Fahim Kawsar (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Squeezing Deep Learning into Mobile and Embedded Devices. - Nicholas D. Lane; Sourav Bhattacharya; Akhil Mathur; Petko Georgiev; Claudio Forlivesi; Fahim Kawsar (IEEE Pervasive Comput., 2017)

Monitoring Daily Activities of Multiple Sclerosis Patients with Connected Health Devices. - Sourav Bhattacharya; Alberto Gil C. P. Ramos; Fahim Kawsar; Nicholas D. Lane; Lynn M. Gionta; Joanne Manidis; Greg Silvesti; Matthieu Vegreville (UbiComp/ISWC Adjunct, 2018)

PURBA 2018: The 7th Workshop on Pervasive Urban Applications. - Santi Phithakkitnukoon; Teerayut Horanont; Sourav Bhattacharya; Yoshihide Sekimoto (UbiComp/ISWC Adjunct, 2018)

Deterministic Binary Filters for Convolutional Neural Networks. - Vincent W. S. Tseng; Sourav Bhattacharya; Javier Fernández-Marqués; Milad Alizadeh; Catherine Tong; Nicholas D. Lane (IJCAI, 2018)

Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices. - Akhil Mathur; Tianlin Zhang; Sourav Bhattacharya; Petar Velickovic; Leonid Joffe; Nicholas D. Lane; Fahim Kawsar; Pietro Liò (IPSN, 2018)

Deterministic binary filters for keyword spotting applications. - Javier Fernández-Marqués; Vincent W. S. Tseng; Sourav Bhattacharya; Nicholas D. Lane (MobiSys, 2018)

On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices. - Javier Fernández-Marqués; Vincent W. S. Tseng; Sourav Bhattacharya; Nicholas D. Lane (EMDL@MobiSys, 2018)

Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data. - Petar Velickovic; Laurynas Karazija; Nicholas D. Lane; Sourav Bhattacharya; Edgar Liberis; Pietro Liò; Angela Chieh; Otmane Bellahsen; Matthieu Vegreville (PervasiveHealth, 2018)

On the optimality of diverse expert panels in persuasion games. - Sourav Bhattacharya; Maria Goltsman; Arijit Mukherjee (Games Econ. Behav., 2018)

Guest Editorial Special Issue on Emerging Social Internet of Things: Recent Advances and Applications. - Giancarlo Fortino; Mohammad Mehedi Hassan; Mengchu Zhou; Andrzej M. Goscinski; Md. Zakirul Alam Bhuiyan; Jianqiang Li 002; Sourav Bhattacharya (IEEE Internet Things J., 2018)

PURBA 2019: the 8th workshop on pervasive urban applications. - Santi Phithakkitnukoon; Teerayut Horanont; Sourav Bhattacharya; Yoshihide Sekimoto (UbiComp/ISWC Adjunct, 2019)

A study on rumor propagation trends and features in a post disaster situation. - Tamal Mondal; Tunir Roy; Indrajit Bhattacharya; Sourav Bhattacharya; Indranil Das (ICDCN, 2019)

AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio Models. - Taesik Gong; Alberto Gil C. P. Ramos; Sourav Bhattacharya; Akhil Mathur; Fahim Kawsar (ICMLA, 2019)

TrustCircle: a novel trust framework for creating a personalised recommender system that helps evaluate trustworthiness in sharing economy services. - Jayati Bandyopadhyay; Nupur Labh; Simarjot Kaur; Arun Rajkumar; Sourav Bhattacharya; Saurabh Srivastava (IndiaHCI, 2019)

MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. - Royson Lee; Stylianos I. Venieris; Lukasz Dudziak; Sourav Bhattacharya; Nicholas D. Lane (MobiCom, 2019)

Poster: MobiSR - Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. - Royson Lee; Stylianos I. Venieris; Lukasz Dudziak; Sourav Bhattacharya; Nicholas D. Lane (MobiCom, 2019)

Learning to Listen... On-Device: Present and future perspectives of on-device ASR. - Ravichander Vipperla; Samin Ishtiaq; Rui Li 052; Sourav Bhattacharya; Ilias Leontiadis; Nicholas D. Lane (GetMobile Mob. Comput. Commun., 2019)

3D-Stacked Memory For Shared-Memory Multithreaded Workloads. - Sourav Bhattacharya; Horacio González-Vélez (ECMS, 2020)

Iterative Compression of End-to-End ASR Model Using AutoML. - Abhinav Mehrotra; Lukasz Dudziak; Jinsu Yeo; Young-Yoon Lee; Ravichander Vipperla; Mohamed S. Abdelfattah; Sourav Bhattacharya; Samin Ishtiaq; Alberto Gil C. P. Ramos; SangJeong Lee; Daehyun Kim; Nicholas D. Lane (INTERSPEECH, 2020)

Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems. - Ravichander Vipperla; Sangjun Park; Kihyun Choo; Samin Ishtiaq; Kyoungbo Min; Sourav Bhattacharya; Abhinav Mehrotra; Alberto Gil C. P. Ramos; Nicholas D. Lane (INTERSPEECH, 2020)

Augmenting Conversational Agents with Ambient Acoustic Contexts. - Chunjong Park; Chulhong Min; Sourav Bhattacharya; Fahim Kawsar (MobileHCI, 2020)

Dynamic Distributed Edge Resource Provisioning via Online Learning across Timescales. - Wencong You; Lei Jiao 002; Sourav Bhattacharya; Yuan Zhang 013 (SECON, 2020)

Countering Acoustic Adversarial Attacks in Microphone-equipped Smart Home Devices. - Sourav Bhattacharya; Dionysis Manousakas; Alberto Gil C. P. Ramos; Stylianos I. Venieris; Nicholas D. Lane; Cecilia Mascolo (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Defensive Tensorization. - Adrian Bulat; Jean Kossaifi; Sourav Bhattacharya; Yannis Panagakis; Timothy M. Hospedales; Georgios Tzimiropoulos; Nicholas D. Lane; Maja Pantic (BMVC, 2021)

NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition. - Abhinav Mehrotra; Alberto Gil C. P. Ramos; Sourav Bhattacharya; Lukasz Dudziak; Ravichander Vipperla; Thomas Chau 001; Mohamed S. Abdelfattah; Samin Ishtiaq; Nicholas Donald Lane (ICLR, 2021)

Conditioning Sequence-to-sequence Networks with Learned Activations. - Alberto Gil Couto Pimentel Ramos; Abhinav Mehrotra; Nicholas Donald Lane; Sourav Bhattacharya (ICLR, 2022)

Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement. - Shucong Zhang; Malcolm Chadwick; Alberto Gil C. P. Ramos; Sourav Bhattacharya (CoRR, 2022)

On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning. - Titouan Parcollet; Shucong Zhang; Rogier van Dalen; Alberto Gil C. P. Ramos; Sourav Bhattacharya (INTERSPEECH, 2023)

Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations. - Shucong Zhang; Malcolm Chadwick; Alberto Gil C. P. Ramos; Titouan Parcollet; Rogier van Dalen; Sourav Bhattacharya (INTERSPEECH, 2023)

Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition. - Titouan Parcollet; Rogier van Dalen; Shucong Zhang; Sourav Bhattacharya (CoRR, 2023)

MobileQuant: Mobile-friendly Quantization for On-device Language Models. - Fuwen Tan; Royson Lee; Lukasz Dudziak; Shell Xu Hu; Sourav Bhattacharya; Timothy M. Hospedales; Georgios Tzimiropoulos; Brais Martínez (EMNLP (Findings), 2024)

SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding. - Titouan Parcollet; Rogier van Dalen; Shucong Zhang; Sourav Bhattacharya (INTERSPEECH, 2024)

Linear-Complexity Self-Supervised Learning for Speech Processing. - Shucong Zhang; Titouan Parcollet; Rogier van Dalen; Sourav Bhattacharya (INTERSPEECH, 2024)

Fast Inference Through The Reuse Of Attention Maps In Diffusion Models. - Rosco Hunter; Lukasz Dudziak; Mohamed S. Abdelfattah; Abhinav Mehrotra; Sourav Bhattacharya; Hongkai Wen 001 (CoRR, 2024)

Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition. - Titouan Parcollet; Rogier van Dalen; Shucong Zhang; Sourav Bhattacharya (ICASSP, 2025)

Benchmarking Rotary Position Embeddings for Automatic Speech Recognition. - Shucong Zhang; Titouan Parcollet; Rogier van Dalen; Sourav Bhattacharya (CoRR, 2025)

Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities. - Ruchika Chavhan; Abhinav Mehrotra; Malcolm Chadwick; Alberto Gil C. P. Ramos; Luca Morreale; Mehdi Noroozi; Sourav Bhattacharya (CoRR, 2025)

EDiT: Efficient Diffusion Transformers with Linear Compressed Attention. - Philipp Becker; Abhinav Mehrotra; Ruchika Chavhan; Malcolm Chadwick; Luca Morreale; Mehdi Noroozi; Alberto Gil C. P. Ramos; Sourav Bhattacharya (CoRR, 2025)

Guidance Free Image Editing via Explicit Conditioning. - Mehdi Noroozi; Alberto Gil C. P. Ramos; Luca Morreale; Ruchika Chavhan; Malcolm Chadwick; Abhinav Mehrotra; Sourav Bhattacharya (CoRR, 2025)

Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition. - Yuan Tseng; Titouan Parcollet; Rogier van Dalen; Shucong Zhang; Sourav Bhattacharya (CoRR, 2025)

Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes. - Rogier C. van Dalen; Shucong Zhang; Titouan Parcollet; Sourav Bhattacharya (CoRR, 2025)

HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models. - Young D. Kwon; Rui Li 052; Sijia Li; Da Li 001; Sourav Bhattacharya; Stylianos I. Venieris (CoRR, 2025)