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Elahe Arani

Identifiers

  • name variant Elahe Arani 0.60 · backfill

Papers (58)

  1. Continual Learning Beyond Experience Rehearsal and Full Model Surrogates cs.LG · 2025 · author #3
  2. GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving cs.CV · 2025 · author #6
  3. SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment cs.CV · 2025 · author #3
  4. Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method cs.LG · 2024 · author #2
  5. CarLLaVA: Vision language models for camera-only closed-loop driving cs.CV · 2024 · author #8
  6. Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning cs.LG · 2024 · author #3
  7. Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning cs.LG · 2024 · author #3
  8. IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning cs.LG · 2024 · author #3
  9. Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? cs.CV · 2024 · author #2
  10. The Effectiveness of Random Forgetting for Robust Generalization cs.LG · 2024 · author #3
  11. Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training cs.LG · 2024 · author #3
  12. LingoQA: Visual Question Answering for Autonomous Driving cs.RO · 2023 · author #11
  13. Transformers in Unsupervised Structure-from-Motion cs.CV · 2023 · author #3
  14. Continual Learning of Unsupervised Monocular Depth from Videos cs.CV · 2023 · author #3
  15. Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning cs.CV · 2023 · author #3
  16. TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion cs.AI · 2023 · author #3
  17. Towards Brain Inspired Design for Addressing the Shortcomings of ANNs cs.NE · 2023 · author #2
  18. Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation cs.CV · 2023 · author #3
  19. BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning cs.CV · 2023 · author #4
  20. Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal cs.LG · 2023 · author #3
  21. LSFSL: Leveraging Shape Information in Few-shot Learning cs.CV · 2023 · author #3
  22. A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning cs.NE · 2023 · author #2
  23. Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks cs.LG · 2023 · author #2
  24. Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning cs.LG · 2023 · author #2
  25. Task-Aware Information Routing from Common Representation Space in Lifelong Learning cs.LG · 2023 · author #3
  26. Dynamically Modular and Sparse General Continual Learning cs.CV · 2023 · author #2
  27. Sparse Coding in a Dual Memory System for Lifelong Learning cs.NE · 2022 · author #2
  28. AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage cs.CV · 2022 · author #6
  29. Image Masking for Robust Self-Supervised Monocular Depth Estimation cs.CV · 2022 · author #3
  30. A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey cs.CV · 2022 · author #1
  31. Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing cs.CV · 2022 · author #2
  32. Differencing based Self-supervised pretraining for Scene Change Detection cs.CV · 2022 · author #2
  33. Adversarial Attacks on Monocular Pose Estimation cs.CV · 2022 · author #3
  34. Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach cs.LG · 2022 · author #3
  35. Consistency is the key to further mitigating catastrophic forgetting in continual learning cs.LG · 2022 · author #3
  36. InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness cs.CV · 2022 · author #3
  37. SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning cs.NE · 2022 · author #2
  38. Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics cs.CV · 2022 · author #4
  39. Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System cs.LG · 2022 · author #1
  40. A Comprehensive Study of Vision Transformers on Dense Prediction Tasks cs.CV · 2022 · author #6
  41. Does Thermal data make the detection systems more reliable? cs.CV · 2021 · author #3
  42. UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks cs.CV · 2021 · author #2
  43. Improving the Efficiency of Transformers for Resource-Constrained Devices cs.LG · 2021 · author #4
  44. Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs cs.CV · 2021 · author #7
  45. AI Driven Road Maintenance Inspection cs.CV · 2021 · author #7
  46. Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices cs.LG · 2021 · author #3
  47. Perceptual Loss for Robust Unsupervised Homography Estimation cs.CV · 2021 · author #2
  48. Distill on the Go: Online knowledge distillation in self-supervised learning cs.CV · 2021 · author #2
  49. Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation cs.CV · 2021 · author #3
  50. Practical Auto-Calibration for Spatial Scene-Understanding from Crowdsourced Dashcamera Videos cs.CV · 2020 · author #4
  51. Noisy Concurrent Training for Efficient Learning under Label Noise cs.CV · 2020 · author #2
  52. Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks cs.CV · 2020 · author #1
  53. Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach cs.CV · 2020 · author #4
  54. Monocular Vision based Crowdsourced 3D Traffic Sign Positioning with Unknown Camera Intrinsics and Distortion Coefficients cs.CV · 2020 · author #3
  55. Knowledge Distillation Beyond Model Compression cs.LG · 2020 · author #2
  56. RGPNet: A Real-Time General Purpose Semantic Segmentation cs.CV · 2019 · author #1
  57. Noise as a Resource for Learning in Knowledge Distillation cs.LG · 2019 · author #1
  58. Reverse engineering neural networks from many partial recordings q-bio.NC · 2019 · author #1

Mentions

  • 2505.21942 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2503.20523 #6 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2503.09594 #3 · arxiv_oai · confidence 0.70 Elahe Arani
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  • 2406.16231 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2406.10165 #8 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2405.13978 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2405.02766 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2404.18161 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2404.09752 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2402.11733 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2401.14948 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2312.10529 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2311.02393 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2310.11341 #3 · arxiv_oai · confidence 0.70 Elahe Arani
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  • 2307.00039 #2 · arxiv_oai · confidence 0.70 Elahe Arani
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  • 2304.06738 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2304.06672 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2303.10455 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2302.11346 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2302.11344 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2208.10895 #1 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2207.07032 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2202.03131 #4 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2103.02451 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2012.08375 #4 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2007.12918 #4 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2210.02357 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2301.05058 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2301.00620 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2210.03570 #6 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2208.09427 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2108.04584 #2 · arxiv_oai · confidence 0.70 Elahe Arani
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  • 2207.06267 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2207.04998 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2206.05846 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2206.04016 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2201.12604 #1 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2201.08683 #6 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2111.05191 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2106.16006 #4 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2104.09866 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2106.03242 #7 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2106.02567 #7 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2105.02613 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2104.10011 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2007.04592 #3 · arxiv_oai · confidence 0.70 Elahe Arani
  • 1912.01394 #1 · arxiv_oai · confidence 0.70 Elahe Arani
  • 1910.05057 #1 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2009.08325 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2008.07015 #1 · arxiv_oai · confidence 0.70 Elahe Arani
  • 2007.01922 #2 · arxiv_oai · confidence 0.70 Elahe Arani
  • 1907.01588 #1 · arxiv_oai · confidence 0.70 Elahe Arani

Frequent Coauthors