Avraham, Gil

15 publications

ICLRW 2025 Beyond Top-K: Structured Sparsification for Compression in Pipeline Parallel Sameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zuo, Alexander Long

ICLRW 2025 Exploring Asynchronism in SWARM Parallelism Yan Zuo, Gil Avraham, Thalaiyasingam Ajanthan, Sameera Ramasinghe, Alexander Long

NeurIPS 2025 Mixtures of Subspaces for Bandwidth Efficient Context Parallel Training Sameera Ramasinghe, Thalaiyasingam Ajanthan, Hadi Mohaghegh Dolatabadi, Gil Avraham, Violetta Shevchenko, Yan Zuo, Chamin P Hewa Koneputugodage, Alexander Long

ICLRW 2025 Momentum Look-Ahead for Asynchronous Distributed Low-Communication Training Thalaiyasingam Ajanthan, Sameera Ramasinghe, Gil Avraham, Yan Zuo, Alexander Long

ICML 2025 Nesterov Method for Asynchronous Pipeline Parallel Optimization Thalaiyasingam Ajanthan, Sameera Ramasinghe, Yan Zuo, Gil Avraham, Alexander Long

NeurIPS 2025 Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism Sameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zuo, Alexander Long

NeurIPS 2025 Unextractable Protocol Models: Collaborative Training and Inference Without Weight Materialization Alexander Long, Chamin P Hewa Koneputugodage, Thalaiyasingam Ajanthan, Yan Zuo, Gil Avraham, Violetta Shevchenko, Hadi Mohaghegh Dolatabadi, Sameera Ramasinghe

CVPR 2024 Accept the Modality Gap: An Exploration in the Hyperbolic Space Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Ajanthan Thalaiyasingam

AAAI 2024 BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel

ICLR 2024 Improving the Convergence of Dynamic NeRFs via Optimal Transport Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Hisham Husain, Anton van den Hengel

WACV 2024 LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick Using Cosmetic Attributes Amila Silva, Olga Moskvyak, Alexander Long, Ravi Garg, Stephen Gould, Gil Avraham, Anton van den Hengel

CVPR 2024 ViewFusion: Towards Multi-View Consistency via Interpolated Denoising Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel

ECCV 2022 Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning Rongkai Ma, Pengfei Fang, Gil Avraham, Yan Zuo, Tianyu Zhu, Tom Drummond, Mehrtash Harandi

CVPRW 2022 Nerfels: Renderable Neural Codes for Improved Camera Pose Estimation Gil Avraham, Julian Straub, Tianwei Shen, Tsun-Yi Yang, Hugo Germain, Chris Sweeney, Vasileios Balntas, David Novotný, Daniel DeTone, Richard A. Newcombe

WACV 2021 Improved Training of Generative Adversarial Networks Using Decision Forests Yan Zuo, Gil Avraham, Tom Drummond