BZ
Bahram Zonooz
cs.CVcs.LGcs.AIcs.NEcs.ROstat.MLauditory systembiophysicscs.AReess.IV
On Valency
published · living versionsW_g237bs4b·v1 · currentpublished
Dr. No: Feature Steering for Abstention in Vision-Language Models
with Farid Hasanov, Riccardo Renzulli, Mykola Pechenizkiy, Decebal Constantin Mocanu
1 version
W_na3qvdxa·v1published
Preprints & journals
62 papers in the corpus · 2018–2026Language Guidance for Supervised Vision Training: An Empirical Study of Generalization2610.27208v1 · Shruthi Gowda, Nikita Jain, Elahe Arani et al.2026 · 0 citationsPublished in Transactions on Machine Learning Research, 2026on Valency
Foveation-Guided Dynamic Token Selection for Robust and Efficient Vision Transformers2607.09480v1 · Ibrahim Batuhan Akkaya, Kishaan Jeeveswaran, Bahram Zonooz et al.2026 · 0 citationsarXiv
PhysVid: Physics Aware Local Conditioning for Generative Video Models2603.26285v2 · Saurabh Pathak, Elahe Arani, Mykola Pechenizkiy et al.2026 · 0 citationsarXiv
Depth3DLane: Fusing Monocular 3D Lane Detection with Self-Supervised Monocular Depth Estimation2507.13857v1 · Max van den Hoven, Kishaan Jeeveswaran, Pieter Piscaer et al.2025 · 0 citationsarXiv
Continual Learning Beyond Experience Rehearsal and Full Model Surrogates2505.21942v1 · Prashant Bhat, Laurens Niesten, Elahe Arani et al.2025 · 0 citationsarXiv
Parameter Efficient Continual Learning with Dynamic Low-Rank Adaptation2505.11998v4 · Prashant Shivaram Bhat, Shakib Yazdani, Elahe Arani et al.2025 · 1 citationTMLR 2026
Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method2406.16231v1 · Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz2024 · 0 citationsarXiv
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning2405.13978v1 · Prashant Bhat, Bharath Renjith, Elahe Arani et al.2024 · 0 citationsarXiv
Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning2405.02766v1 · Fahad Sarfraz, Bahram Zonooz, Elahe Arani2024 · 1 citationarXiv
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning2404.18161v1 · Prashant Bhat, Bharath Renjith, Elahe Arani et al.2024 · 0 citationsarXiv
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning?2404.09752v1 · Shruthi Gowda, Elahe Arani, Bahram Zonooz2024 · 0 citationsarXiv
The Effectiveness of Random Forgetting for Robust Generalization2402.11733v1 · Vijaya Raghavan T Ramkumar, Bahram Zonooz, Elahe Arani2024 · 0 citationsarXiv
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training2401.14948v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2024 · 1 citationarXiv
Transformers in Unsupervised Structure-from-Motion2312.10529v1 · Hemang Chawla, Arnav Varma, Elahe Arani et al.2023 · 2 citationsarXiv
Continual Learning of Unsupervised Monocular Depth from Videos2311.02393v1 · Hemang Chawla, Arnav Varma, Elahe Arani et al.2023 · 8 citationsarXiv
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning2310.11341v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2023 · 0 citationsarXiv
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion2310.08217v1 · Preetha Vijayan, Prashant Bhat, Elahe Arani et al.2023 · 1 citationarXiv
Towards Brain Inspired Design for Addressing the Shortcomings of ANNs2307.00039v1 · Fahad Sarfraz, Elahe Arani, Bahram Zonooz2023 · 0 citationsarXiv
Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation2305.08551v1 · Ibrahim Batuhan Akkaya, Senthilkumar S. Kathiresan, Elahe Arani et al.2023 · 44 citationsarXiv
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning2305.04769v1 · Kishaan Jeeveswaran, Prashant Bhat, Bahram Zonooz et al.2023 · 9 citationsarXiv
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal2305.00441v1 · Naresh Kumar Gurulingan, Bahram Zonooz, Elahe Arani2023 · 0 citationsarXiv
LSFSL: Leveraging Shape Information in Few-shot Learning2304.06672v1 · Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani et al.2023 · 14 citationsarXiv
A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning2304.06738v1 · Fahad Sarfraz, Elahe Arani, Bahram Zonooz2023 · 1 citationarXiv
Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks2303.10455v1 · Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz2023 · 2 citationsarXiv
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning2302.11344v1 · Fahad Sarfraz, Elahe Arani, Bahram Zonooz2023 · 8 citationsarXiv
Task-Aware Information Routing from Common Representation Space in Lifelong Learning2302.11346v1 · Prashant Bhat, Bahram Zonooz, Elahe Arani2023 · 8 citationsarXiv
Dynamically Modular and Sparse General Continual Learning2301.00620v1 · Arnav Varma, Elahe Arani, Bahram Zonooz2023 · 0 citationsarXiv
Sparse Coding in a Dual Memory System for Lifelong Learning2301.05058v1 · Fahad Sarfraz, Elahe Arani, Bahram Zonooz2022 · 22 citationsarXiv
AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage2210.03570v1 · Haris Iqbal, Hemang Chawla, Arnav Varma et al.2022 · 0 citationsarXiv
Image Masking for Robust Self-Supervised Monocular Depth Estimation2210.02357v2 · Hemang Chawla, Kishaan Jeeveswaran, Elahe Arani et al.2022 · 9 citationsarXiv
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey2208.10895v2 · Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee et al.2022 · 17 citationsTransactions on Machine Learning Research, 2022
Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing2208.09427v1 · Naresh Kumar Gurulingan, Elahe Arani, Bahram Zonooz2022 · 0 citationsarXiv
Differencing based Self-supervised pretraining for Scene Change Detection2208.05838v1 · Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz2022 · 4 citationsarXiv
Adversarial Attacks on Monocular Pose Estimation2207.07032v1 · Hemang Chawla, Arnav Varma, Elahe Arani et al.2022 · 9 citationsarXiv
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach2207.06267v1 · Prashant Bhat, Bahram Zonooz, Elahe Arani2022 · 3 citationsarXiv
Consistency is the key to further mitigating catastrophic forgetting in continual learning2207.04998v1 · Prashant Bhat, Bahram Zonooz, Elahe Arani2022 · 7 citationsarXiv
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness2206.05846v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2022 · 3 citationsarXiv
SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning2206.04016v1 · Fahad Sarfraz, Elahe Arani, Bahram Zonooz2022 · 1 citationarXiv
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics2202.03131v1 · Arnav Varma, Hemang Chawla, Bahram Zonooz et al.2022 · 61 citationsarXiv
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System2201.12604v2 · Elahe Arani, Fahad Sarfraz, Bahram Zonooz2022 · 63 citationsarXiv
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks2201.08683v1 · Kishaan Jeeveswaran, Senthilkumar Kathiresan, Arnav Varma et al.2022 · 7 citationsarXiv
Does Thermal data make the detection systems more reliable?2111.05191v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2021 · 2 citationsarXiv
UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks2108.04584v2 · Naresh Kumar Gurulingan, Elahe Arani, Bahram Zonooz2021 · 2 citationsarXiv
Improving the Efficiency of Transformers for Resource-Constrained Devices2106.16006v1 · Hamid Tabani, Ajay Balasubramaniam, Shabbir Marzban et al.2021 · 30 citationsarXiv
Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs2106.03242v1 · Ahmed Badar, Arnav Varma, Adrian Staniec et al.2021 · 6 citationsarXiv
AI Driven Road Maintenance Inspection2106.02567v1 · Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban et al.2021 · 9 citationsarXiv
Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices2105.02613v1 · Hamid Tabani, Ajay Balasubramaniam, Elahe Arani et al.2021 · 8 citationsarXiv
Distill on the Go: Online knowledge distillation in self-supervised learning2104.09866v2 · Prashant Bhat, Elahe Arani, Bahram Zonooz2021 · 35 citationsarXiv
Perceptual Loss for Robust Unsupervised Homography Estimation2104.10011v1 · Daniel Koguciuk, Elahe Arani, Bahram Zonooz2021 · 32 citationsarXiv
Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation2103.02451v1 · Hemang Chawla, Arnav Varma, Elahe Arani et al.2021 · 25 citationsarXiv
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