Bahram Zonooz

16 papers · 2021–2025 · 5 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)

🧭 Keyword Pioneer 🏆 Grand Slam 👑 Triple Crown 🤝 Dynamic Duo (16) 🗃️ Keyword Collector (50) ⚡ Prolific Year (6) 📈 Trend Setter 💎 Century Club (16) 🔥 Unstoppable (5)

Conferences

ICLR (6) WACV (4) ICML (3) NIPS (2) AAAI (1)

Top co-authors

Elahe Arani (16) Fahad Sarfraz (6) Prashant Shivaram Bhat (2) Vijaya Raghavan T Ramkumar (2) Kishaan Jeeveswaran (2) Preetha Vijayan (1) Prashant Bhat (1) Hemang Chawla (1) Shabbir Marzban (1) Naresh Kumar Gurulingan (1)

Keywords

catastrophic forgetting (4) continual learning (4) neural network (3) deep learning (2) label noise (2) deep neural network (2) vision transformer (1) semantic segmentation (1) unsupervised learning (1) probabilistic inference (1) knowledge transfer (1) knowledge distillation (1) monocular depth estimation (1) semantic memory (1) sparse coding (1) structural learning (1) adversarial robustness (1) out-of-distribution generalization (1) neural network optimization (1) multi-task learning (1)

Papers

Semantic Aware Representation Learning for Lifelong Learning ICLR 2025 Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NIPS 2024 Continual Learning of Unsupervised Monocular Depth From Videos WACV 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