James J. Clark

Orcid: 0000-0002-4512-6171

According to our database1, James J. Clark authored at least 127 papers between 1985 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing.
CoRR, 2024

Faster Inference of Integer SWIN Transformer by Removing the GELU Activation.
CoRR, 2024

AdCorDA: Classifier Refinement via Adversarial Correction and Domain Adaptation.
CoRR, 2024

Robustness to distribution shifts of compressed networks for edge devices.
CoRR, 2024

2023
PipeBERT: High-throughput BERT Inference for ARM Big.LITTLE Multi-core Processors.
J. Signal Process. Syst., July, 2023

Grow-push-prune: Aligning deep discriminants for effective structural network compression.
Comput. Vis. Image Underst., June, 2023

GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Training Acceleration of Frequency Domain CNNs Using Activation Compression.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

High-Throughput Edge Inference for BERT Models via Neural Architecture Search and Pipeline.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Self-Supervised Video Interaction Classification using Image Representation of Skeleton Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Fast Fine-Tuning Using Curriculum Domain Adaptation.
Proceedings of the 20th Conference on Robots and Vision, 2023

Towards Low-Cost Learning-based Camera ISP via Unrolled Optimization.
Proceedings of the 20th Conference on Robots and Vision, 2023

Clustered Saliency Prediction.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Efficient 1D Grouped Convolution for PyTorch a Case Study: Fast On-Device Fine-Tuning for SqueezeBERT.
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022
BD-KD: Balancing the Divergences for Online Knowledge Distillation.
CoRR, 2022

KronA: Parameter Efficient Tuning with Kronecker Adapter.
CoRR, 2022

Predicting Visual Attention and Distraction During Visual Search Using Convolutional Neural Networks.
CoRR, 2022

Immunological Approaches to Load Balancing in MIMD Systems.
CoRR, 2022

Target Features Affect Visual Search, A Study of Eye Fixations.
CoRR, 2022

Efficient Fine-Tuning of Compressed Language Models with Learners.
CoRR, 2022

Standard Deviation-Based Quantization for Deep Neural Networks.
CoRR, 2022

BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Efficient Fine-Tuning of BERT Models on the Edge.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Framework for Video-Text Retrieval with Noisy Supervision.
Proceedings of the International Conference on Multimodal Interaction, 2022

Conjugate Adder Net (CAddNet) - a Space-Efficient Approximate CNN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Interaction Classification with Key Actor Detection in Multi-Person Sports Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Work-in-Progress: Utilizing latency and accuracy predictors for efficient hardware-aware NAS.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022

Fast Heterogeneous Task Mapping for Reducing Edge DNN Latency.
Proceedings of the 33rd IEEE International Conference on Application-specific Systems, 2022

Kronecker Decomposition for GPT Compression.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021
Implementing Convolutional Neural Networks Using Hartley Stochastic Computing With Adaptive Rate Feature Map Compression.
IEEE Open J. Circuits Syst., 2021

Towards a Machine Vision-Based Yield Monitor for the Counting and Quality Mapping of Shallots.
Frontiers Robotics AI, 2021

Task dependent deep LDA pruning of neural networks.
Comput. Vis. Image Underst., 2021

Visual Attention in Imaginative Agents.
CoRR, 2021

Hartley Stochastic Computing For Convolutional Neural Networks.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021

HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

A Probabilistic Hard Attention Model For Sequentially Observed Scenes.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Deep discriminant analysis for task-dependent compact network search.
CoRR, 2020

2019
Instance Segmentation Based Semantic Matting for Compositing Applications.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

Traffic Risk Assessment: A Two-Stream Approach Using Dynamic-Attention.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

Decoupled Hybrid 360° Panoramic Stereo Video.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Structured deep Fisher pruning for efficient facial trait classification.
Image Vis. Comput., 2018

Fisher Pruning of Deep Nets for Facial Trait Classification.
CoRR, 2018

Going From Image to Video Saliency: Augmenting Image Salience With Dynamic Attentional Push.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

WAYLA - Generating Images from Eye Movements.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017
Personalization of Saliency Estimation.
CoRR, 2017

Efficient Gender Classification Using a Deep LDA-Pruned Net.
CoRR, 2017

Half-occluded regions: The key to detecting a diverse array of defects in S3D imagery.
Proceedings of the International Conference on 3D Immersion, 2017

Deep LDA-Pruned Nets for Efficient Facial Gender Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Attentional Push: A Deep Convolutional Network for Augmenting Image Salience with Shared Attention Modeling in Social Scenes.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Binary Facial Attribute Classification in Real-World Face Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Attentional Push: Augmenting Salience with Shared Attention Modeling.
CoRR, 2016

Shannon information based adaptive sampling for action recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Generation of Spatial-Temporal Panoramas with a Single Moving Camera.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

A Retargeting Approach for Mesopic Vision: Simulation and Compensation.
Proceedings of the Color Imaging XXI: Displaying, 2016

2015
Hierarchical temporal graphical model for head pose estimation and subsequent attribute classification in real-world videos.
Comput. Vis. Image Underst., 2015

Image Sensor Modeling: Noise and Linear Transformation Impacts on the Color Gamut.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015

Half-Occluded Regions and Detection of Pseudoscopy.
Proceedings of the 2015 International Conference on 3D Vision, 2015

2014
Active Sensor (Eye) Movement Control.
Computer Vision, A Reference Guide, 2014

Robust semi-automatic head pose labeling for real-world face video sequences.
Multim. Tools Appl., 2014

Detection of stereo window violation in 3D movies.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2014

Image Sensor Modeling: Color Measurement at Low Light Levels.
Proceedings of the 22nd Color and Imaging Conference, 2014

Multi-layer temporal graphical model for head pose estimation in real-world videos.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Probabilistic Temporal Head Pose Estimation Using a Hierarchical Graphical Model.
Proceedings of the Computer Vision - ECCV 2014, 2014

Photon Detection and Color Perception at Low Light Levels.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

Ingrid: interactive grid table.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Maximum Entropy Spectral Modeling Approach to Mesopic Tone Mapping.
Proceedings of the 21st Color and Imaging Conference, 2013

Real-Time Specularity Detection Using Unnormalized Wiener Entropy.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Edge-Based and Efficient Chromaticity Spatio-spectral Models for Color Constancy.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012
Enhancing visuospatial map learning through action on cellphones.
ACM Trans. Appl. Percept., 2012

Soft biometric trait classification from real-world face videos conditioned on head pose estimation.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Information Fusion in Visual-Task Inference.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

2011
Integrating multiple views with virtual mirrors to facilitate scene understanding.
ACM Trans. Appl. Percept., 2011

Mirrormap: augmenting 2d mobile maps with virtual mirrors.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

Visual Task Inference Using Hidden Markov Models.
Proceedings of the IJCAI 2011, 2011

Spatial and probabilistic codebook template based head pose estimation from unconstrained environments.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Photometric stereo using LCD displays.
Image Vis. Comput., 2010

Gender classification from unconstrained video sequences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
A sequential Bayesian approach to color constancy using non-uniform filters.
Comput. Vis. Image Underst., 2009

2008
Video game design using an eye-movement-dependent model of visual attention.
ACM Trans. Multim. Comput. Commun. Appl., 2008

Maximum Entropy Spectral Models for Color Constancy in the Presence of Interreflections.
Proceedings of the 16th Color and Imaging Conference, 2008

Multiple View Integration and Display Using Virtual Mirrors.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

Estimating Surface Reflectance Spectra for Underwater Color Vision.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Selective Attention in the Learning of Viewpoint and Position Invariance.
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007

Game Design Guided by Visual Attention.
Proceedings of the Entertainment Computing, 2007

A Fractal Multi-Dimensional Ultrasound Scatterer Distribution Model.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Maximum Entropy Spectral Models for Color Constancy.
Proceedings of the 15th Color and Imaging Conference, 2007

2006
Anomaly Detection for Video Surveillance Applications.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Photometric Stereo with Nearby Planar Distributed Illuminants.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Collaborative Multi-Camera Surveillance with Automated Person Detection.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

2005
An FPGA-Based People Detection System.
EURASIP J. Adv. Signal Process., 2005

Selective Attention in the Learning of Invariant Representation of Objects.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
A Temporal Stability Approach to Position and Attention-Shift-Invariant Recognition.
Neural Comput., 2004

Learning of Position-Invariant Object Representation Across Attention Shifts.
Proceedings of the Attention and Performance in Computational Vision, 2004

A Strongly Coupled Architecture for Contextual Object and Scene Identification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

An Unsupervised, Online Learning Framework for Moving Object Detection.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2002
Active Bayesian Color Constancy with Non-Uniform Sensors.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Background Subtraction Using Competing Models in the Block-DCT Domain.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
View-based route-learning with self-organizing neural networks.
Image Vis. Comput., 2001

Active Shape-from-Shadows with Controlled Illuminant Trajectories.
Int. J. Comput. Vis., 2001

Guest Editor's Introduction.
Int. J. Comput. Vis., 2001

2000
A Temporal-Difference Model of Perceptual Stability in Color Vision.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
An Integral Formulation for Differential Photometric Stereo.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Spatial Attention and Saccadic Camera Motion.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

1997
Trajectories for optimal temporal integration in active vision systems.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

1995
Parameterized Surface Fitting via MAP Estimation for Binocular Stereo.
Proceedings of the 1995 International Conference on Robotics and Automation, 1995

1994
A four-quadrant CMOS analog multiplier for analog neural networks.
IEEE J. Solid State Circuits, June, 1994

Active Shape and Depth Extraction from Shadow Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

MIMD Image Analysis with Local Agents.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
The Harvard Binocular Head.
Int. J. Pattern Recognit. Artif. Intell., 1993

1992
Active photometric stereo.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
VLSI sensori-motor systems.
Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991

1990
Management of sensory-motor activity in mobile robots.
Proceedings of the 1990 IEEE International Conference on Robotics and Automation, 1990

A spatio-temporal generalization of Canny's edge detector.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

On local detection of moving edges.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Shape from shading via the fusion of specular and Lambertian image components.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

On the sampling and reconstruction of time-warped bandlimited signals.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Authenticating Edges Produced by Zero-Crossing Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Control of visual attention in mobile robots.
Proceedings of the 1989 IEEE International Conference on Robotics and Automation, 1989

A depth recovery algorithm using defocus information.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989

1988
Singularity Theory and Phantom Edges in Scale Space.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

A magnetic field based compliance matching sensor for high resolution, high compliance tactile sensing.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

Modal Control Of An Attentive Vision System.
Proceedings of the Second International Conference on Computer Vision, 1988

1986
Analysis of the error in the reconstruction of N-dimensional stochastic processes.
IEEE Trans. Acoust. Speech Signal Process., 1986

1985
A transformation method for the reconstruction of functions from nonuniformly spaced samples.
IEEE Trans. Acoust. Speech Signal Process., 1985

A systolic parallel processor for the rapid computation of multiresolution edge images using the ▿<sup>2</sup>G operator.
J. Parallel Distributed Comput., 1985


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