James J. Clark

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 69

Top Venues

CoRR

CRV

CVPR Workshops

Comput. Vis. Image Underst.

Publications

Lulan Shen, Ali Edalati, Brett H. Meyer, Warren J. Gross, James J. Clark
AdCorDA: Classifier Refinement via Adversarial Correction and Domain Adaptation. CoRR (2024)
Lulan Shen, Ali Edalati, Brett H. Meyer, Warren J. Gross, James J. Clark
Robustness to distribution shifts of compressed networks for edge devices. CoRR (2024)
Ye Yuan, Youyuan Zhang, Can Chen, Haolun Wu, Zixuan Li, Jianmo Li, James J. Clark, Xue Liu
Design Editing for Offline Model-based Optimization. CoRR (2024)
Youyuan Zhang, Xuan Ju, James J. Clark
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing. CoRR (2024)
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Faster Inference of Integer SWIN Transformer by Removing the GELU Activation. CoRR (2024)
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models. CoRR (2024)
Ali Mosleh, Marzieh S. Tahaei, James J. Clark, Vahid Partovi Nia
Towards Low-Cost Learning-based Camera ISP via Unrolled Optimization. CRV (2023)
Farzaneh Askari, Ruixi Jiang, Zhiwei Li, Jiatong Niu, Yuyan Shi, James J. Clark
Self-Supervised Video Interaction Classification using Image Representation of Skeleton Data. CVPR Workshops (2023)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Training Acceleration of Frequency Domain CNNs Using Activation Compression. ISCAS (2023)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Efficient 1D Grouped Convolution for PyTorch a Case Study: Fast On-Device Fine-Tuning for SqueezeBERT. ASAP (2023)
Rezvan Sherkati, James J. Clark
Clustered Saliency Prediction. BMVC (2023)
Hung-Yang Chang, Seyyed Hasan Mozafari, Cheng Chen, James J. Clark, Brett H. Meyer, Warren J. Gross
PipeBERT: High-throughput BERT Inference for ARM Big.LITTLE Multi-core Processors. J. Signal Process. Syst. 95 (7) (2023)
Samrudhdhi B. Rangrej, Kevin J. Liang, Tal Hassner, James J. Clark
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction. WACV (2023)
Hung-Yang Chang, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
High-Throughput Edge Inference for BERT Models via Neural Architecture Search and Pipeline. ACM Great Lakes Symposium on VLSI (2023)
Qing Tian, Tal Arbel, James J. Clark
Grow-push-prune: Aligning deep discriminants for effective structural network compression. Comput. Vis. Image Underst. 231 (2023)
Lulan Shen, Ibtihel Amara, Ruofeng Li, Brett H. Meyer, Warren J. Gross, James J. Clark
Fast Fine-Tuning Using Curriculum Domain Adaptation. CRV (2023)
Amir Ardakani, Arash Ardakani, Brett H. Meyer, James J. Clark, Warren J. Gross
Standard Deviation-Based Quantization for Deep Neural Networks. CoRR (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of BERT Models on the Edge. CoRR (2022)
James J. Clark
Immunological Approaches to Load Balancing in MIMD Systems. CoRR (2022)
Ibtihel Amara, Maryam Ziaeefard, Brett H. Meyer, Warren J. Gross, James J. Clark
CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation. ICPR (2022)
Samrudhdhi B. Rangrej, Chetan L. Srinidhi, James J. Clark
Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes. CoRR (2022)
Negin Firouzian, Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Work-in-Progress: Utilizing latency and accuracy predictors for efficient hardware-aware NAS. CODES+ISSS (2022)
Manoosh Samiei, James J. Clark
Target Features Affect Visual Search, A Study of Eye Fixations. CoRR (2022)
Murray L. Kornelsen, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Fast Heterogeneous Task Mapping for Reducing Edge DNN Latency. ASAP (2022)
Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh
Kronecker Decomposition for GPT Compression. ACL (2) (2022)
Lulan Shen, Maryam Ziaeefard, Brett H. Meyer, Warren J. Gross, James J. Clark
Conjugate Adder Net (CAddNet) - a Space-Efficient Approximate CNN. CVPR Workshops (2022)
Samrudhdhi B. Rangrej, Chetan L. Srinidhi, James J. Clark
Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes. CVPR (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of BERT Models on the Edge. ISCAS (2022)
Farzaneh Askari, Rohit Ramaprasad, James J. Clark, Martin D. Levine
Interaction Classification with Key Actor Detection in Multi-Person Sports Videos. CVPR Workshops (2022)
M. Abdelgawad, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors. SiPS (2022)
Manoosh Samiei, James J. Clark
Predicting Visual Attention and Distraction During Visual Search Using Convolutional Neural Networks. CoRR (2022)
Samrudhdhi B. Rangrej, Kevin J. Liang, Tal Hassner, James J. Clark
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction. CoRR (2022)
Ibtihel Amara, Nazanin Mohammadi Sepahvand, Brett H. Meyer, Warren J. Gross, James J. Clark
BD-KD: Balancing the Divergences for Online Knowledge Distillation. CoRR (2022)
Rezvan Sherkati, James J. Clark
Clustered Saliency Prediction. CoRR (2022)
Ibtihel Amara, Maryam Ziaeefard, Brett H. Meyer, Warren J. Gross, James J. Clark
CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation. CoRR (2022)
Ali Edalati, Marzieh S. Tahaei, Ivan Kobyzev, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh
KronA: Parameter Efficient Tuning with Kronecker Adapter. CoRR (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of Compressed Language Models with Learners. CoRR (2022)
Saverio Vadacchino, Raghav Mehta, Nazanin Mohammadi Sepahvand, Brennan Nichyporuk, James J. Clark, Tal Arbel
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images. CoRR (2021)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Implementing Convolutional Neural Networks Using Hartley Stochastic Computing With Adaptive Rate Feature Map Compression. IEEE Open J. Circuits Syst. 2 (2021)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Hartley Stochastic Computing For Convolutional Neural Networks. SiPS (2021)
Samrudhdhi B. Rangrej, James J. Clark
A Probabilistic Hard Attention Model For Sequentially Observed Scenes. CoRR (2021)
Samrudhdhi B. Rangrej, James J. Clark
Visual Attention in Imaginative Agents. CoRR (2021)
Samrudhdhi B. Rangrej, James J. Clark
A Probabilistic Hard Attention Model For Sequentially Observed Scenes. BMVC (2021)
Amanda A. Boatswain Jacques, Viacheslav I. Adamchuk, Jaesung Park, Guillaume Cloutier, James J. Clark, Connor Miller
Towards a Machine Vision-Based Yield Monitor for the Counting and Quality Mapping of Shallots. Frontiers Robotics AI 8 (2021)
Qing Tian, Tal Arbel, James J. Clark
Task dependent deep LDA pruning of neural networks. Comput. Vis. Image Underst. 203 (2021)
Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh
Kronecker Decomposition for GPT Compression. CoRR (2021)
Saverio Vadacchino, Raghav Mehta, Nazanin Mohammadi Sepahvand, Brennan Nichyporuk, James J. Clark, Tal Arbel
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images. MIDL (2021)
Qing Tian, Tal Arbel, James J. Clark
Deep discriminant analysis for task-dependent compact network search. CoRR (2020)
Kevin Kyunghwan Ra, James J. Clark
Decoupled Hybrid 360° Panoramic Stereo Video. 3DV (2019)
Guanqing Hu, James J. Clark
Instance Segmentation Based Semantic Matting for Compositing Applications. CRV (2019)
Guanqing Hu, James J. Clark
Instance Segmentation based Semantic Matting for Compositing Applications. CoRR (2019)
Bingqing Yu, James J. Clark
WAYLA - Generating Images from Eye Movements. CRV (2018)
Siavash Gorji, James J. Clark
Going From Image to Video Saliency: Augmenting Image Salience With Dynamic Attentional Push. CVPR (2018)
Qing Tian, Tal Arbel, James J. Clark
Structured deep Fisher pruning for efficient facial trait classification. Image Vis. Comput. 77 (2018)
Qing Tian, Tal Arbel, James J. Clark
Fisher Pruning of Deep Nets for Facial Trait Classification. CoRR (2018)
Qing Tian, Tal Arbel, James J. Clark
Efficient Gender Classification Using a Deep LDA-Pruned Net. CoRR (2017)
Jonathan Bouchard, James J. Clark
Half-occluded regions: The key to detecting a diverse array of defects in S3D imagery. IC3D (2017)
Bingqing Yu, James J. Clark
Personalization of Saliency Estimation. CoRR (2017)
Siavash Gorji, James J. Clark
Attentional Push: A Deep Convolutional Network for Augmenting Image Salience with Shared Attention Modeling in Social Scenes. CVPR (2017)
Bingqing Yu, James J. Clark
WAYLA - Generating Images from Eye Movements. CoRR (2017)
Qing Tian, Tal Arbel, James J. Clark
Deep LDA-Pruned Nets for Efficient Facial Gender Classification. CVPR Workshops (2017)
Xin Gao, Bingqing Yu, Liqiang Ding, James J. Clark
Generation of Spatial-Temporal Panoramas with a Single Moving Camera. CRV (2016)
Meltem Demirkus, Doina Precup, James J. Clark, Tal Arbel
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. 38 (6) (2016)
Siavash Gorji, James J. Clark
Attentional Push: Augmenting Salience with Shared Attention Modeling. CoRR (2016)
Qing Tian, Tal Arbel, James J. Clark
Shannon information based adaptive sampling for action recognition. ICPR (2016)
Mehdi Rezagholizadeh, Tara Akhavan, Afsoon Soudi, Hannes Kaufmann, James J. Clark
A Retargeting Approach for Mesopic Vision: Simulation and Compensation. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2016)
Meltem Demirkus, Doina Precup, James J. Clark, Tal Arbel
Hierarchical temporal graphical model for head pose estimation and subsequent attribute classification in real-world videos. Comput. Vis. Image Underst. 136 (2015)
Mehdi Rezagholizadeh, James J. Clark
Image Sensor Modeling: Noise and Linear Transformation Impacts on the Color Gamut. CRV (2015)
Jonathan Bouchard, Yasin Nazzar, James J. Clark
Half-Occluded Regions and Detection of Pseudoscopy. 3DV (2015)
Meltem Demirkus, Doina Precup, James J. Clark, Tal Arbel
Multi-layer temporal graphical model for head pose estimation in real-world videos. ICIP (2014)
Mounia Ziat, Josh Fridstrom, Kurt Kilpela, Jonathan Fancher, James J. Clark
Ingrid: interactive grid table. CHI Extended Abstracts (2014)
Meltem Demirkus, James J. Clark, Tal Arbel
Robust semi-automatic head pose labeling for real-world face video sequences. Multim. Tools Appl. 70 (1) (2014)
Yasin Nazzar, Jonathan Bouchard, James J. Clark
Detection of stereo window violation in 3D movies. SIGGRAPH Posters (2014)
Meltem Demirkus, Doina Precup, James J. Clark, Tal Arbel
Probabilistic Temporal Head Pose Estimation Using a Hierarchical Graphical Model. ECCV (1) (2014)
Mehdi Rezagholizadeh, James J. Clark
Image Sensor Modeling: Color Measurement at Low Light Levels. CIC (2014)
Mehdi Rezagholizadeh, James J. Clark
Photon Detection and Color Perception at Low Light Levels. CRV (2014)
Qing Tian, James J. Clark
Real-Time Specularity Detection Using Unnormalized Wiener Entropy. CRV (2013)
Mehdi Rezagholizadeh, James J. Clark
Edge-Based and Efficient Chromaticity Spatio-spectral Models for Color Constancy. CRV (2013)
Mehdi Rezagholizadeh, James J. Clark
Maximum Entropy Spectral Modeling Approach to Mesopic Tone Mapping. Color Imaging Conference (2013)
Meltem Demirkus, Doina Precup, James J. Clark, Tal Arbel
Soft biometric trait classification from real-world face videos conditioned on head pose estimation. CVPR Workshops (2012)
Mounia Ziat, Carmen E. Au, Amin Haji Abolhassani, James J. Clark
Enhancing visuospatial map learning through action on cellphones. ACM Trans. Appl. Percept. 9 (1) (2012)
Amin Haji Abolhassani, James J. Clark
Information Fusion in Visual-Task Inference. CRV (2012)
Carmen E. Au, James J. Clark
Integrating multiple views with virtual mirrors to facilitate scene understanding. ACM Trans. Appl. Percept. 8 (4) (2011)
Meltem Demirkus, Boris N. Oreshkin, James J. Clark, Tal Arbel
Spatial and probabilistic codebook template based head pose estimation from unconstrained environments. ICIP (2011)
Carmen E. Au, Victor Ng, James J. Clark
Mirrormap: augmenting 2d mobile maps with virtual mirrors. Mobile HCI (2011)
Amin Haji Abolhassani, James J. Clark
Visual Task Inference Using Hidden Markov Models. IJCAI (2011)
James J. Clark
Photometric stereo using LCD displays. Image Vis. Comput. 28 (4) (2010)
Meltem Demirkus, Matthew Toews, James J. Clark, Tal Arbel
Gender classification from unconstrained video sequences. CVPR Workshops (2010)
Sandra Skaff, Tal Arbel, James J. Clark
A sequential Bayesian approach to color constancy using non-uniform filters. Comput. Vis. Image Underst. 113 (9) (2009)
Carmen E. Au, James J. Clark
Multiple View Integration and Display Using Virtual Mirrors. CRV (2008)
Sandra Skaff, James J. Clark, Ioannis M. Rekleitis
Estimating Surface Reflectance Spectra for Underwater Color Vision. BMVC (2008)
Li Jie, James J. Clark
Video game design using an eye-movement-dependent model of visual attention. ACM Trans. Multim. Comput. Commun. Appl. 4 (3) (2008)
Sandra Skaff, James J. Clark
Maximum Entropy Spectral Models for Color Constancy in the Presence of Interreflections. Color Imaging Conference (2008)
Muhua Li, James J. Clark
Selective Attention in the Learning of Viewpoint and Position Invariance. WAPCV (2007)
Li Jie, James J. Clark
Game Design Guided by Visual Attention. ICEC (2007)
Sandra Skaff, James J. Clark
Maximum Entropy Spectral Models for Color Constancy. Color Imaging Conference (2007)
Catherine Laporte, James J. Clark, Tal Arbel
A Fractal Multi-Dimensional Ultrasound Scatterer Distribution Model. ISBI (2007)
Trevor Ahmedali, James J. Clark
Collaborative Multi-Camera Surveillance with Automated Person Detection. CRV (2006)
James J. Clark
Photometric Stereo with Nearby Planar Distributed Illuminants. CRV (2006)
Carmen E. Au, Sandra Skaff, James J. Clark
Anomaly Detection for Video Surveillance Applications. ICPR (4) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

James J. Clark