Bahram Zonooz - RankMe

107 papers A* 14A 8B 1C 1Journal 64Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Parameter Efficient Continual Learning with Dynamic Low- Rank Adaptation. Trans. Mach. Learn. Res. Prashant Shivaram Bhat, Shakib Yazdani, Elahe Arani, Bahram Zonooz
2026	J	`jnl`	PhysVid: Physics Aware Local Conditioning for Generative Video Models. CoRR Saurabh Pathak, Elahe Arani, Mykola Pechenizkiy, Bahram Zonooz
2025	J	`jnl`	Consistency Aware Robust Learning under Noisy Labels. Trans. Mach. Learn. Res. Fahad Sarfraz, Bahram Zonooz, Elahe Arani
2025	J	`jnl`	Continual Learning Beyond Experience Rehearsal and Full Model Surrogates. CoRR Prashant Shivaram Bhat, Laurens Niesten, Elahe Arani, Bahram Zonooz
2025	J	`jnl`	Depth3DLane: Fusing Monocular 3D Lane Detection with Self-Supervised Monocular Depth Estimation. CoRR Max van den Hoven, Kishaan Jeeveswaran, Pieter Piscaer, Thijs Wensveen, Elahe Arani, Bahram Zonooz
2025	J	`jnl`	Parameter Efficient Continual Learning with Dynamic Low-Rank Adaptation. CoRR Prashant Shivaram Bhat, Shakib Yazdani, Elahe Arani, Bahram Zonooz
2025	A*	`conf`	Semantic Aware Representation Learning for Lifelong Learning. ICLR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2024	—	`conf`	Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. CoLLAs Fahad Sarfraz, Bahram Zonooz, Elahe Arani
2024	J	`jnl`	Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. CoRR Fahad Sarfraz, Bahram Zonooz, Elahe Arani
2024	J	`jnl`	Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? CoRR Shruthi Gowda, Elahe Arani, Bahram Zonooz
2024	A*	`conf`	Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training. ICLR Shruthi Gowda, Bahram Zonooz, Elahe Arani
2024	J	`jnl`	Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training. CoRR Shruthi Gowda, Bahram Zonooz, Elahe Arani
2024	A	`conf`	Continual Learning of Unsupervised Monocular Depth from Videos. WACV Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2024	A*	`conf`	Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets. NeurIPS Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz
2024	J	`jnl`	Enhancing performance of vision transformers on small datasets through local inductive bias incorporation. Pattern Recognit. Ibrahim Batuhan Akkaya, Senthilkumar Kathiresan, Elahe Arani, Bahram Zonooz
2024	A*	`conf`	Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method. ICML Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz
2024	J	`jnl`	Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method. CoRR Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz
2024	J	`jnl`	IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning. CoRR Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
2024	J	`jnl`	IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning. Trans. Mach. Learn. Res. Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
2024	—	`conf`	Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning. CoLLAs Prashant Shivaram Bhat, Bharath Chennamkulam Renjith, Elahe Arani, Bahram Zonooz
2024	J	`jnl`	Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning. CoRR Prashant Shivaram Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
2024	A*	`conf`	The Effectiveness of Random Forgetting for Robust Generalization. ICLR Vijaya Raghavan T. Ramkumar, Bahram Zonooz, Elahe Arani
2024	J	`jnl`	The Effectiveness of Random Forgetting for Robust Generalization. CoRR Vijaya Raghavan T. Ramkumar, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. Trans. Mach. Learn. Res. Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning. ICML Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning. CoRR Kishaan Jeeveswaran, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	Continual Learning of Unsupervised Monocular Depth from Videos. CoRR Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning. CoRR Shruthi Gowda, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning. Trans. Mach. Learn. Res. Shruthi Gowda, Bahram Zonooz, Elahe Arani
2023	—	`conf`	Dynamically Modular and Sparse General Continual Learning. VISIGRAPP (5: VISAPP) Arnav Varma, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Dynamically Modular and Sparse General Continual Learning. CoRR Arnav Varma, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation. CoRR Ibrahim Batuhan Akkaya, Senthilkumar Kathiresan, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. ICLR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	Image Masking for Robust Self-Supervised Monocular Depth Estimation. ICRA Hemang Chawla, Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz
2023	—	`conf`	LSFSL: Leveraging Shape Information in Few-shot Learning. CVPR Workshops Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	LSFSL: Leveraging Shape Information in Few-shot Learning. CoRR Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks. CoRR Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks. Trans. Mach. Learn. Res. Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal. ICML NareshKumar Gurulingan, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal. CoRR NareshKumar Gurulingan, Bahram Zonooz, Elahe Arani
2023	A	`conf`	SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. DATE Jaume Abella, Jon Pérez, Cristofer Englund, Bahram Zonooz, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Isabel Serra, Axel Brando, Irune Agirre, Fernando Eizaguirre, Thanh Hai Bui, Elahe Arani, Fahad Sarfraz, Ajay Balasubramaniam, Ahmed Badar, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Davide Brighenti, Davide Cunial
2023	A*	`conf`	Sparse Coding in a Dual Memory System for Lifelong Learning. AAAI Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Sparse Coding in a Dual Memory System for Lifelong Learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	Task-Aware Information Routing from Common Representation Space in Lifelong Learning. ICLR Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	Task-Aware Information Routing from Common Representation Space in Lifelong Learning. CoRR Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	Towards Brain Inspired Design for Addressing the Shortcomings of ANNs. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Transformers in Unsupervised Structure-from-Motion. CoRR Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion. NeurIPS Preetha Vijayan, Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion. CoRR Preetha Vijayan, Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey. CoRR Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee, Omar Magdy, Senthilkumar Kathiresan, Bahram Zonooz
2022	J	`jnl`	A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey. Trans. Mach. Learn. Res. Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee, Omar Magdy, Senthilkumar Kathiresan, Bahram Zonooz
2022	—	`conf`	A Comprehensive Study of Vision Transformers on Dense Prediction Tasks. VISIGRAPP (4: VISAPP) Kishaan Jeeveswaran, Senthilkumar Kathiresan, Arnav Varma, Omar Magdy, Bahram Zonooz, Elahe Arani
2022	J	`jnl`	A Comprehensive Study of Vision Transformers on Dense Prediction Tasks. CoRR Kishaan Jeeveswaran, Senthilkumar Kathiresan, Arnav Varma, Omar Magdy, Bahram Zonooz, Elahe Arani
2022	J	`jnl`	AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage. CoRR Haris Iqbal, Hemang Chawla, Arnav Varma, Terence Brouns, Ahmed Badar, Elahe Arani, Bahram Zonooz
2022	A	`conf`	Adversarial Attacks on Monocular Pose Estimation. IROS Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	Adversarial Attacks on Monocular Pose Estimation. CoRR Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2022	—	`conf`	Consistency is the Key to Further Mitigating Catastrophic Forgetting in Continual Learning. CoLLAs Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022	J	`jnl`	Consistency is the key to further mitigating catastrophic forgetting in continual learning. CoRR Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022	—	`conf`	Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing. CoLLAs NareshKumar Gurulingan, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing. CoRR NareshKumar Gurulingan, Elahe Arani, Bahram Zonooz
2022	—	`conf`	Differencing based Self-supervised pretraining for Scene Change Detection. CoLLAs Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	Differencing based Self-supervised pretraining for Scene Change Detection. CoRR Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	Image Masking for Robust Self-Supervised Monocular Depth Estimation. CoRR Hemang Chawla, Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz
2022	—	`conf`	InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness. CoLLAs Shruthi Gowda, Bahram Zonooz, Elahe Arani
2022	J	`jnl`	InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness. CoRR Shruthi Gowda, Bahram Zonooz, Elahe Arani
2022	A*	`conf`	Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. ICLR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2022	J	`jnl`	Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. CoRR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2022	—	`conf`	SYNERgy between SYNaptic Consolidation and Experience Replay for General Continual Learning. CoLLAs Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2022	—	`conf`	Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach. CoLLAs Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022	J	`jnl`	Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach. CoRR Prashant Shivaram Bhat, Bahram Zonooz, Elahe Arani
2022	—	`conf`	Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics. VISIGRAPP (4: VISAPP) Arnav Varma, Hemang Chawla, Bahram Zonooz, Elahe Arani
2022	J	`jnl`	Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics. CoRR Arnav Varma, Hemang Chawla, Bahram Zonooz, Elahe Arani
2022	—	`conf`	Transformers in Unsupervised Structure-from-Motion. VISIGRAPP (Revised Selected Papers) Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	AI Driven Road Maintenance Inspection. CoRR Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban, Ahmed Badar, Terence Brouns, Shruthi Gowda, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices. CoRR Hamid Tabani, Ajay Balasubramaniam, Elahe Arani, Bahram Zonooz
2021	—	`conf`	Distill on the Go: Online Knowledge Distillation in Self-Supervised Learning. CVPR Workshops Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Distill on the Go: Online knowledge distillation in self-supervised learning. CoRR Prashant Shivaram Bhat, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Does Thermal data make the detection systems more reliable? CoRR Shruthi Gowda, Bahram Zonooz, Elahe Arani
2021	—	`conf`	Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs. AI*IA Ahmed Badar, Arnav Varma, Adrian Staniec, Mahmoud Gamal, Omar Magdy, Haris Iqbal, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs. CoRR Ahmed Badar, Arnav Varma, Adrian Staniec, Mahmoud Gamal, Omar Magdy, Haris Iqbal, Elahe Arani, Bahram Zonooz
2021	C	`conf`	Improving the Efficiency of Transformers for Resource-Constrained Devices. DSD Hamid Tabani, Ajay Balasubramaniam, Shabbir Marzban, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Improving the Efficiency of Transformers for Resource-Constrained Devices. CoRR Hamid Tabani, Ajay Balasubramaniam, Shabbir Marzban, Elahe Arani, Bahram Zonooz
2021	A*	`conf`	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation. ICRA Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation. CoRR Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz
2021	A	`conf`	Noise as a Resource for Learning in Knowledge Distillation. WACV Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2021	A	`conf`	Noisy Concurrent Training for Efficient Learning under Label Noise. WACV Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2021	—	`conf`	Perceptual Loss for Robust Unsupervised Homography Estimation. CVPR Workshops Daniel Koguciuk, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	Perceptual Loss for Robust Unsupervised Homography Estimation. CoRR Daniel Koguciuk, Elahe Arani, Bahram Zonooz
2021	—	`conf`	Practical Auto-calibration for Spatial Scene-understanding from Crowdsourced Dashcamera Videos. VISIGRAPP (5: VISAPP) Hemang Chawla, Matti Jukola, Shabbir Marzban, Elahe Arani, Bahram Zonooz
2021	A	`conf`	RGPNet: A Real-Time General Purpose Semantic Segmentation. WACV Elahe Arani, Shabbir Marzban, Andrei Pata, Bahram Zonooz
2021	—	`conf`	UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks. ICCVW NareshKumar Gurulingan, Elahe Arani, Bahram Zonooz
2021	J	`jnl`	UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks. CoRR NareshKumar Gurulingan, Elahe Arani, Bahram Zonooz
2020	A	`conf`	Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. BMVC Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2020	J	`jnl`	Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. CoRR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2020	A	`conf`	Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach. IROS Hemang Chawla, Matti Jukola, Terence Brouns, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach. CoRR Hemang Chawla, Matti Jukola, Terence Brouns, Elahe Arani, Bahram Zonooz
2020	B	`conf`	Knowledge Distillation Beyond Model Compression. ICPR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Knowledge Distillation Beyond Model Compression. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020	—	`conf`	Monocular Vision based Crowdsourced 3D Traffic Sign Positioning with Unknown Camera Intrinsics and Distortion Coefficients. ITSC Hemang Chawla, Matti Jukola, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Monocular Vision based Crowdsourced 3D Traffic Sign Positioning with Unknown Camera Intrinsics and Distortion Coefficients. CoRR Hemang Chawla, Matti Jukola, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Noisy Concurrent Training for Efficient Learning under Label Noise. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Practical Auto-Calibration for Spatial Scene-Understanding from Crowdsourced Dashcamera Videos. CoRR Hemang Chawla, Matti Jukola, Shabbir Marzban, Elahe Arani, Bahram Zonooz
2019	J	`jnl`	Improving Generalization and Robustness with Noisy Collaboration in Knowledge Distillation. CoRR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2019	J	`jnl`	RGPNet: A Real-Time General Purpose Semantic Segmentation. CoRR Elahe Arani, Shabbir Marzban, Andrei Pata, Bahram Zonooz