Tanima Dutta

5 papers · 2023–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (3) CVPR (2)

Top co-authors

Samyak Jain (2) Khushboo Mishra (1) Deepali Verma (1) Aishwarya Soni (1) Varun Trivedi (1) Arya Haldar (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Core AI (2) Learning Types · Deep Learning (2) Mathematics & Optimization (1) Application Areas (1) Core Methods (1) Optimization (1)

Keywords

unsupervised domain adaptation (2) adversarial attack (2) adversarial robustness (2) vision transformer (1) domain adaptation (1) uncertainty quantification (1) optimal transport (1) video captioning (1) attention mechanism (1) adversarial training (1) pseudo labeling (1) time series (1) knowledge graph (1) surrogate model (1) pseudo label (1) node injection (1) visual feature (1) causal graph (1) margin loss (1) semantic feature (1)

Papers

Towards Uncertainty-aware Unsupervised Domain Adaptation for Videos and Time-Series with Causal Optimal Transport CVPR 2026 Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025 Stronger and Transferable Node Injection Attacks AAAI 2024 Towards Understanding and Improving Adversarial Robustness of Vision Transformers CVPR 2024 Leveraging Weighted Cross-Graph Attention for Visual and Semantic Enhanced Video Captioning Network AAAI 2023