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Elahe Arani

19 papers · 2021–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (40) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown πŸ† Grand Slam 🀝 Dynamic Duo (17) πŸ† Keyword Champion (2) πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (85) ⚑ Prolific Year Β· Productive

Venues

ICLR (6) WACV (4) ICML (3) CVPR (2) NeurIPS (2) AAAI (1) ECCV (1)

Top co-authors

Bahram Zonooz (17) Fahad Sarfraz (6) Vijaya Raghavan T Ramkumar (2) Oleg Sinavski (2) Prashant Shivaram Bhat (2) Long Chen (2) Kishaan Jeeveswaran (2) Vijay Badrinarayanan (1) Mykola Pechenizkiy (1) Naresh Kumar Gurulingan (1)

Research topics

Machine Learning (16) Learning Types Β· Machine Learning (14) Deep Learning (9) Artificial Intelligence (7) Learning Types Β· Deep Learning (7) Application Areas (6) Computer Vision (4) Architectures (4) Core AI (4) Learning Paradigms (4) Core Methods (3) Optimization & Theory (3) Analysis (2) Natural Language Processing (1) Domain-Specific (1)

Keywords

continual learning (8) catastrophic forgetting (8) neural network (3) robust overfitting (2) adversarial training (2) semantic memory (2) representation drift (2) robust generalization (2) deep learning (2) label noise (2) deep neural network (2) experience replay (2) knowledge transfer (1) visual question answering (1) semantic segmentation (1) video generation (1) probabilistic inference (1) unsupervised learning (1) sparse coding (1) adversarial robustness (1)

Papers

PhysVid: Physics Aware Local Conditioning for Generative Video Models CVPR 2026 Semantic Aware Representation Learning for Lifelong Learning ICLR 2025 SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment CVPR 2025 Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training ICLR 2024 Continual Learning of Unsupervised Monocular Depth From Videos WACV 2024 Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NeurIPS 2024 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method ICML 2024 LingoQA: Video Question Answering for Autonomous Driving ECCV 2024 The Effectiveness of Random Forgetting for Robust Generalization ICLR 2024 BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning ICML 2023 Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning ICLR 2023 Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023 Task-Aware Information Routing from Common Representation Space in Lifelong Learning ICLR 2023 TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion NeurIPS 2023 Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System ICLR 2022 Noise as a Resource for Learning in Knowledge Distillation WACV 2021 Noisy Concurrent Training for Efficient Learning Under Label Noise WACV 2021 RGPNet: A Real-Time General Purpose Semantic Segmentation WACV 2021