Elliot J. Crowley

53 papers A* 8A 3Journal 34Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data - Generation Stochastic by Design. CoRR Miguel Espinosa, Eva Gmelich Meijling, Valerio Marsocci, Elliot J. Crowley, Mikolaj Czerkawski
2026	J	`jnl`	Kalman Linear Attention: Parallel Bayesian Filtering For Efficient Language Modelling and State Tracking. CoRR Vaisakh Shaj, Cameron Barker, Aidan Scannell, Andras Szecsenyi, Elliot J. Crowley, Amos J. Storkey
2025	J	`jnl`	COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails. CoRR Miguel Espinosa, Valerio Marsocci, Yuru Jia, Elliot J. Crowley, Mikolaj Czerkawski
2025	J	`jnl`	Evolutionary Architecture Search through Grammar-Based Sequence Alignment. CoRR Adri Gomez Martin, Felix Möller, Steven McDonagh, Mónica Abella, Manuel Desco, Elliot J. Crowley, Aaron Klein, Linus Ericsson
2025	J	`jnl`	No time to train! Training-Free Reference-Based Instance Segmentation. CoRR Miguel Espinosa, Chenhongyi Yang, Linus Ericsson, Steven McDonagh, Elliot J. Crowley
2025	J	`jnl`	ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures. CoRR Shiwen Qin, Alexander Auras, Shay B. Cohen, Elliot J. Crowley, Michael Möller, Linus Ericsson, Jovita Lukasik
2025	—	`conf`	Transferrable Surrogates in Expressive Neural Architecture Search Spaces. AutoML Shiwen Qin, Gabriela Kadlecová, Martin Pilát, Shay B. Cohen, Roman Neruda, Elliot J. Crowley, Jovita Lukasik, Linus Ericsson
2025	J	`jnl`	Transferrable Surrogates in Expressive Neural Architecture Search Spaces. CoRR Shiwen Qin, Gabriela Kadlecová, Martin Pilát, Shay B. Cohen, Roman Neruda, Elliot J. Crowley, Jovita Lukasik, Linus Ericsson
2024	J	`jnl`	EgoPoseFormer: A Simple Baseline for Egocentric 3D Human Pose Estimation. CoRR Chenhongyi Yang, Anastasia Tkach, Shreyas Hampali, Linguang Zhang, Elliot J. Crowley, Cem Keskin
2024	—	`conf`	EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation. ECCV (55) Chenhongyi Yang, Anastasia Tkach, Shreyas Hampali, Linguang Zhang, Elliot J. Crowley, Cem Keskin
2024	J	`jnl`	Hyperparameter Selection in Continual Learning. CoRR Thomas L. Lee, Sigrid Passano Hellan, Linus Ericsson, Elliot J. Crowley, Amos Storkey
2024	J	`jnl`	Neural Architecture Search as Program Transformation Exploration. Commun. ACM Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle
2024	A	`conf`	PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition. BMVC Chenhongyi Yang, Zehui Chen, Miguel Espinosa, Linus Ericsson, Zhenyu Wang, Jiaming Liu, Elliot J. Crowley
2024	J	`jnl`	PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition. CoRR Chenhongyi Yang, Zehui Chen, Miguel Espinosa, Linus Ericsson, Zhenyu Wang, Jiaming Liu, Elliot J. Crowley
2024	A*	`conf`	Plug and Play Active Learning for Object Detection. CVPR Chenhongyi Yang, Lichao Huang, Elliot J. Crowley
2024	J	`jnl`	There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks. CoRR Miguel Espinosa, Chenhongyi Yang, Linus Ericsson, Steven McDonagh, Elliot J. Crowley
2024	A	`conf`	WidthFormer: Toward Efficient Transformer-based BEV View Transformation. IROS Chenhongyi Yang, Tianwei Lin, Lichao Huang, Elliot J. Crowley
2024	J	`jnl`	WidthFormer: Toward Efficient Transformer-based BEV View Transformation. CoRR Chenhongyi Yang, Tianwei Lin, Lichao Huang, Elliot J. Crowley
2024	A*	`conf`	einspace: Searching for Neural Architectures from Fundamental Operations. NeurIPS Linus Ericsson, Miguel Espinosa, Chenhongyi Yang, Antreas Antoniou, Amos Storkey, Shay B. Cohen, Steven McDonagh, Elliot J. Crowley
2024	J	`jnl`	einspace: Searching for Neural Architectures from Fundamental Operations. CoRR Linus Ericsson, Miguel Espinosa, Chenhongyi Yang, Antreas Antoniou, Amos Storkey, Shay B. Cohen, Steven McDonagh, Elliot J. Crowley
2023	J	`jnl`	DLAS: An Exploration and Assessment of the Deep Learning Acceleration Stack. CoRR Perry Gibson, José Cano, Elliot J. Crowley, Amos Storkey, Michael F. P. O'Boyle
2023	A*	`conf`	GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation. ICLR Chenhongyi Yang, Jiarui Xu, Shalini De Mello, Elliot J. Crowley, Xiaolong Wang
2023	J	`jnl`	Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps. CoRR Miguel Espinosa, Elliot J. Crowley
2022	J	`jnl`	GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation. CoRR Chenhongyi Yang, Jiarui Xu, Shalini De Mello, Elliot J. Crowley, Xiaolong Wang
2022	J	`jnl`	Plug and Play Active Learning for Object Detection. CoRR Chenhongyi Yang, Lichao Huang, Elliot J. Crowley
2022	—	`conf`	Prediction-Guided Distillation for Dense Object Detection. ECCV (9) Chenhongyi Yang, Mateusz Ochal, Amos Storkey, Elliot J. Crowley
2022	J	`jnl`	Prediction-Guided Distillation for Dense Object Detection. CoRR Chenhongyi Yang, Mateusz Ochal, Amos Storkey, Elliot J. Crowley
2021	J	`jnl`	Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning. CoRR Chenhongyi Yang, Lichao Huang, Elliot J. Crowley
2021	J	`jnl`	Neural Architecture Search as Program Transformation Exploration. CoRR Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle
2021	A*	`conf`	Neural Architecture Search without Training. ICML Joe Mellor, Jack Turner, Amos Storkey, Elliot J. Crowley
2021	A*	`conf`	Neural architecture search as program transformation exploration. ASPLOS Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle
2021	J	`jnl`	Substituting Convolutions for Neural Network Compression. IEEE Access Elliot J. Crowley, Gavin Gray, Jack Turner, Amos Storkey
2020	A*	`conf`	Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels. NeurIPS Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos J. Storkey
2020	A*	`conf`	BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget. ICLR Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos Storkey, Gavin Gray
2020	J	`jnl`	Neural Architecture Search without Training. CoRR Joseph Charles Mellor, Jack Turner, Amos Storkey, Elliot J. Crowley
2020	—	`conf`	Optimizing Grouped Convolutions on Edge Devices. ASAP Perry Gibson, José Cano, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos Storkey
2020	J	`jnl`	Optimizing Grouped Convolutions on Edge Devices. CoRR Perry Gibson, José Cano, Jack Turner, Elliot J. Crowley, Michael F. P. O'Boyle, Amos Storkey
2020	J	`jnl`	Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs. CoRR Valentin Radu, Kuba Kaszyk, Yuan Wen, Jack Turner, José Cano, Elliot J. Crowley, Björn Franke, Amos Storkey, Michael F. P. O'Boyle
2019	J	`jnl`	BlockSwap: Fisher-guided Block Substitution for Network Compression. CoRR Jack Turner, Elliot J. Crowley, Gavin Gray, Amos Storkey, Michael F. P. O'Boyle
2019	J	`jnl`	Deep Kernel Transfer in Gaussian Processes for Few-shot Learning. CoRR Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Amos Storkey
2019	—	`conf`	Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs. IISWC Valentin Radu, Kuba Kaszyk, Yuan Wen, Jack Turner, José Cano, Elliot J. Crowley, Björn Franke, Amos Storkey, Michael F. P. O'Boyle
2019	J	`jnl`	Separable Layers Enable Structured Efficient Linear Substitutions. CoRR Gavin Gray, Elliot J. Crowley, Amos Storkey
2018	J	`jnl`	CINIC-10 is not ImageNet or CIFAR-10. CoRR Luke Nicholas Darlow, Elliot J. Crowley, Antreas Antoniou, Amos J. Storkey
2018	—	`conf`	Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks. IISWC Jack Turner, José Cano, Valentin Radu, Elliot J. Crowley, Michael F. P. O'Boyle, Amos Storkey
2018	J	`jnl`	Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks. CoRR Jack Turner, José Cano, Valentin Radu, Elliot J. Crowley, Michael F. P. O'Boyle, Amos Storkey
2018	J	`jnl`	Dilated DenseNets for Relational Reasoning. CoRR Antreas Antoniou, Agnieszka Slowik, Elliot J. Crowley, Amos Storkey
2018	J	`jnl`	HAKD: Hardware Aware Knowledge Distillation. CoRR Jack Turner, Elliot J. Crowley, Valentin Radu, José Cano, Amos Storkey, Michael F. P. O'Boyle
2018	A*	`conf`	Moonshine: Distilling with Cheap Convolutions. NeurIPS Elliot J. Crowley, Gavin Gray, Amos J. Storkey
2018	J	`jnl`	Pruning neural networks: is it time to nip it in the bud? CoRR Elliot J. Crowley, Jack Turner, Amos Storkey, Michael F. P. O'Boyle
2017	J	`jnl`	Moonshine: Distilling with Cheap Convolutions. CoRR Elliot J. Crowley, Gavin Gray, Amos Storkey
2016	—	`conf`	The Art of Detection. ECCV Workshops (1) Elliot J. Crowley, Andrew Zisserman
2015	A	`conf`	Face Painting: querying art with photos. BMVC Elliot J. Crowley, Omkar M. Parkhi, Andrew Zisserman
2014	—	`conf`	In Search of Art. ECCV Workshops (1) Elliot J. Crowley, Andrew Zisserman