Hyeji Kim

Krishna Narayanan

CoRR, 2024

DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning.

[BibT_eX]

[DOI]

S. Ashwin Hebbar

Sewoong Oh

Pramod Viswanath

CoRR, 2024

Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains.

[BibT_eX]

[DOI]

Ashok Vardhan Makkuva

CoRR, 2024

2023

Linear Coding for AWGN Channels With Noisy Output Feedback via Dynamic Programming.

[BibT_eX]

[DOI]

Deepanshu Vasal

IEEE Trans. Inf. Theory, August, 2023

LASER: Linear Compression in Wireless Distributed Optimization.

[BibT_eX]

[DOI]

Ashok Vardhan Makkuva

CoRR, 2023

Task-aware Distributed Source Coding under Dynamic Bandwidth.

[BibT_eX]

[DOI]

Po-han Li

Ruihan Philip Zhao

Hossein Nourkhiz Mahjoub

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Compressed Error HARQ: Feedback Communication on Noise-Asymmetric Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Interpreting Neural Min-Sum Decoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

2022

Inventing Codes for Channels With Active Feedback via Deep Learning.

[BibT_eX]

[DOI]

Karl Chahine

IEEE J. Sel. Areas Inf. Theory, September, 2022

A High-Throughput Depth Estimation Processor for Accurate Semiglobal Stereo Matching Using Pipelined Inter-Pixel Aggregation.

[BibT_eX]

[DOI]

Yeongmin Lee

IEEE Trans. Circuits Syst. Video Technol., 2022

Neural Augmented Min-Sum Decoding of Short Block Codes for Fading Channels.

[BibT_eX]

[DOI]

CoRR, 2022

TinyTurbo: Efficient Turbo Decoders on Edge.

[BibT_eX]

[DOI]

S. Ashwin Hebbar

Ashok Vardhan Makkuva

Pramod Viswanath

Proceedings of the IEEE International Symposium on Information Theory, 2022

Turbo Autoencoder with a Trainable Interleaver.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Learning Variable-Rate Codes for CSI Feedback.

[BibT_eX]

[DOI]

Heasung Kim

Gustavo de Veciana

Proceedings of the IEEE Global Communications Conference, 2022

M3FPU: Multiformat Matrix Multiplication FPU Architectures for Neural Network Computations.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Understanding the Negative Aspects of User Experience in Human-likeness of Voice-based Conversational Agents.

[BibT_eX]

[DOI]

Inchan Jung

Youn-Kyung Lim

Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022

2021

Neural Distributed Source Coding.

[BibT_eX]

[DOI]

Jay Whang

Anish Acharya

Alexandros G. Dimakis

CoRR, 2021

Gaussian Channels with Feedback: A Dynamic Programming Approach.

[BibT_eX]

[DOI]

Deepanshu Vasal

CoRR, 2021

A Channel Coding Benchmark for Meta-Learning.

[BibT_eX]

[DOI]

Timothy M. Hospedales

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Distributed Interference Alignment for K-user Interference Channels via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Live Demonstration: A Neural Processor for AI Acceleration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

DeepIC: Coding for Interference Channels via Deep Learning.

[BibT_eX]

[DOI]

Karl Chahine

Nanyang Ye

Proceedings of the IEEE Global Communications Conference, 2021

2020

Physical Layer Communication via Deep Learning.

[BibT_eX]

[DOI]

Sewoong Oh

Pramod Viswanath

IEEE J. Sel. Areas Inf. Theory, 2020

Deepcode: Feedback Codes via Deep Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Deepcode and Modulo-SK are Designed for Different Settings.

[BibT_eX]

[DOI]

CoRR, 2020

ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.

[BibT_eX]

[DOI]

CoRR, 2020

Joint Channel Coding and Modulation via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

BRP-NAS: Prediction-based NAS using GCNs.

[BibT_eX]

[DOI]

Lukasz Dudziak

Thomas Chau

Royson Lee

Nicholas D. Lane

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Stealth UAV through Coandă Effect.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Robotic Computing, 2020

ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

HAPI: Hardware-Aware Progressive Inference.

[BibT_eX]

[DOI]

Stefanos Laskaridis

Stylianos I. Venieris

Nicholas D. Lane

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Feedback Turbo Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Codesign-NAS: Automatic FPGA/CNN Codesign Using Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Journey Towards Tiny Perceptual Super-Resolution.

[BibT_eX]

[DOI]

Royson Lee

Lukasz Dudziak

Stylianos I. Venieris

Hongkai Wen

Nicholas D. Lane

Proceedings of the Computer Vision - ECCV 2020, 2020

Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Understanding Differences between Heavy Users and Light Users in Difficulties with Voice User Interfaces.

[BibT_eX]

[DOI]

Hyunhoon Jung

Jung-Woo Ha

Proceedings of the 2nd Conference on Conversational User Interfaces, 2020

2019

DEEPTURBO: Deep Turbo Decoder.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

MIND: Model Independent Neural Decoder.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Scam Detection Assistant: Automated Protection from Scammers.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Societal Automation, 2019

Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Efficient Neural Network Compression.

[BibT_eX]

[DOI]

Muhammad Umar Karim Khan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Finding contextual meaning of the wake word.

[BibT_eX]

[DOI]

Hyunhoon Jung

Proceedings of the 1st International Conference on Conversational User Interfaces, 2019

2018

A Framework for Fast and Efficient Neural Network Compression.

[BibT_eX]

[DOI]

Muhammad Umar Karim Khan

CoRR, 2018

Automatic Rank Selection for High-Speed Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2018

Communication Algorithms via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Dyadic Stance in Natural Language Communication with a Teachable Robot.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018

Real-time depth map processor for offset aperture based single camera system.

[BibT_eX]

[DOI]

Muhammad Umar Karim Khan

Said Homidov

Hyun Sang Park

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

Discovering Potential Correlations via Hypercontractivity.

[BibT_eX]

[DOI]

Entropy, 2017

2016

Superposition Coding Is Almost Always Optimal for the Poisson Broadcast Channel.

[BibT_eX]

[DOI]

Benjamin Nachman

IEEE Trans. Inf. Theory, 2016

Capacity Theorems for Broadcast Channels With Two Channel State Components Known at the Receivers.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

On the optimality of randomized time division and superposition coding for the broadcast channel.

[BibT_eX]

[DOI]

Chandra Nair

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

2015

A Note on the Broadcast Channel With Stale State Information at the Transmitter.

[BibT_eX]

[DOI]

Yeow-Khiang Chia

IEEE Trans. Inf. Theory, 2015

Distributed CRC Architecture for High-Radix Parallel Turbo Decoding in LTE-Advanced Systems.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2015

2014

Capacity region of the broadcast channel with two deterministic channel state components.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013

A Note on Broadcast Channels with Stale State Information at the Transmitter.

[BibT_eX]

[DOI]

Yeow-Khiang Chia