Articles by James J. Clark

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James J. Clark

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Design Editing for Offline Model-based Optimization

17 April 2025 by Ye Yuan and others

Machine Learning, Computational Engineering, Finance, and Science

Neural Radiance and Gaze Fields for Visual Attention Modeling in 3D Environments

10 March 2025 by Andrei Chubarau and others

Computer Vision and Pattern Recognition

SEMU-Net: A Segmentation-Based Corrector for Fabrication Process Variations of Nanophotonics with Microscopic Images

1 January 2025 by Rambod Azimi and others

Computer Vision and Pattern Recognition, Artificial Intelligence

SEMU-Net: A Segmentation-based Corrector for Fabrication Process Variations of Nanophotonics with Microscopic Images

25 November 2024 by Rambod Azimi and others

Computer Vision and Pattern Recognition, Image and Video Processing

Decoupling Training-Free Guided Diffusion by ADMM

18 November 2024 by Youyuan Zhang and others

Computer Vision and Pattern Recognition

Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models

11 July 2024 by Mohammadreza Tayaranian and others

Computation and Language, Machine Learning

Faster Inference of Integer SWIN Transformer by Removing the GELU Activation

2 February 2024 by Mohammadreza Tayaranian and others

Computer Vision and Pattern Recognition, Artificial Intelligence

AdCorDA: Classifier Refinement via Adversarial Correction and Domain Adaptation

24 January 2024 by Lulan Shen and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Robustness to distribution shifts of compressed networks for edge devices

22 January 2024 by Lulan Shen and others at

McGill University

Machine Learning, Artificial Intelligence

Clustered Saliency Prediction

3 November 2023 by Rezvan Sherkati and James Clark at

McGill University

Computer Vision and Pattern Recognition

GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction

19 April 2023 by Samrudhdhi Rangrej and others

Computer Vision and Pattern Recognition

BD-KD: Balancing the Divergences for Online Knowledge Distillation

25 December 2022 by Ibtihel Amara and others

Computer Vision and Pattern Recognition

KronA: Parameter Efficient Tuning with Kronecker Adapter

20 December 2022 by Ali Edalati and others

Computation and Language

Predicting Visual Attention and Distraction During Visual Search Using Convolutional Neural Networks

27 October 2022 by Manoosh Samiei and James Clark

Computer Vision and Pattern Recognition, Artificial Intelligence

Target Features Affect Visual Search, A Study of Eye Fixations

3 October 2022 by Manoosh Samiei and James Clark

Computer Vision and Pattern Recognition, Applications

Immunological Approaches to Load Balancing in MIMD Systems

3 October 2022 by James Clark

Distributed, Parallel, and Cluster Computing

CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation

15 September 2022 by Ibtihel Amara and others

Computer Vision and Pattern Recognition, Machine Learning

Efficient Fine-Tuning of Compressed Language Models with Learners

3 August 2022 by Danilo Vucetic and others

Computation and Language, Machine Learning

Efficient Fine-Tuning of BERT Models on the Edge

3 May 2022 by Danilo Vucetic and others

Machine Learning, Computation and Language

Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes

1 April 2022 by Samrudhdhi Rangrej and others

Computer Vision and Pattern Recognition

Standard Deviation-Based Quantization for Deep Neural Networks

24 February 2022 by Akhtar Ardakani and others

Machine Learning, Artificial Intelligence

A Probabilistic Hard Attention Model For Sequentially Observed Scenes

15 November 2021 by Samrudhdhi Rangrej and James Clark

Computer Vision and Pattern Recognition

Kronecker Decomposition for GPT Compression

15 October 2021 by Ali Edalati and others

Computation and Language

HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images

1 April 2021 by Saverio Vadacchino and others

Image and Video Processing, Computer Vision and Pattern Recognition

Visual Attention in Imaginative Agents

1 April 2021 by Samrudhdhi Rangrej and James Clark

Computer Vision and Pattern Recognition

Grow-Push-Prune: aligning deep discriminants for effective structural network compression

24 March 2021 by Qing Tian and others

Computer Vision and Pattern Recognition, Machine Learning

Instance Segmentation based Semantic Matting for Compositing Applications

10 April 2019 by Guanqing Hu and James Clark

Computer Vision and Pattern Recognition

Fisher Pruning of Deep Nets for Facial Trait Classification

18 November 2018 by Qing Tian and others

Computer Vision and Pattern Recognition

Going From Image to Video Saliency: Augmenting Image Salience With Dynamic Attentional Push

31 December 2017 by Siavash Gorji and James Clark

Computer Vision and Pattern Recognition, Artificial Intelligence

Personalization of Saliency Estimation

21 November 2017 by Bingqing Yu and James Clark

Computer Vision and Pattern Recognition

Topics

Computer Vision and Pattern Recognition Machine Learning Artificial Intelligence Computation and Language Image and Video Processing Computational Engineering, Finance, and Science Applications Distributed, Parallel, and Cluster Computing