Elahe Arani
18 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🤝
Dynamic Duo
(16)
👑
Triple Crown
🏆
Grand Slam
🗃️
Keyword Collector
(56)
⚡
Prolific Year
(6)
📈
Trend Setter
💎
Century Club
(18)
🔥
Unstoppable
(5)
Conferences
ICLR (6)
WACV (4)
ICML (3)
NIPS (2)
AAAI (1)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
continual learning
(4)
catastrophic forgetting
(4)
neural network
(3)
deep neural network
(2)
deep learning
(2)
label noise
(2)
vision transformer
(1)
semantic segmentation
(1)
unsupervised learning
(1)
probabilistic inference
(1)
visual question answering
(1)
knowledge transfer
(1)
knowledge distillation
(1)
autonomous driving
(1)
structural learning
(1)
sparse coding
(1)
out-of-distribution generalization
(1)
neural network optimization
(1)
adversarial robustness
(1)
monocular depth estimation
(1)
Papers
SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment
CVPR 2025
Semantic Aware Representation Learning for Lifelong Learning
ICLR 2025
LingoQA: Video Question Answering for Autonomous Driving
ECCV 2024
Continual Learning of Unsupervised Monocular Depth From Videos
WACV 2024
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
NIPS 2024
The Effectiveness of Random Forgetting for Robust Generalization
ICLR 2024
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
ICLR 2024
Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method
ICML 2024
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
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning
ICML 2023
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion
NIPS 2023
Task-Aware Information Routing from Common Representation Space in Lifelong Learning
ICLR 2023
Sparse Coding in a Dual Memory System for Lifelong Learning
AAAI 2023
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System
ICLR 2022
RGPNet: A Real-Time General Purpose Semantic Segmentation
WACV 2021
Noisy Concurrent Training for Efficient Learning Under Label Noise
WACV 2021
Noise as a Resource for Learning in Knowledge Distillation
WACV 2021