Siddhartha Datta

5 papers · 2022–2024 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

NeurIPS (2) ACL (1) COLING (1) NAACL (1)

Top co-authors

Kilian Q. Weinberger (2) Katie Z Luo (1) Nigel Shadbolt (1) Xiangyu Chen (1) Marco Pavone (1) Ruihan Wu (1) Adhitya Polavaram (1) Yurong You (1) Yu-Xiang Wang (1) Dheeraj Baby (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (3) Computer Vision (2) Deep Learning (2) Application Areas (2) Models (2) Analysis (1) Domain-Specific (1) Generation (1) Learning Types · Deep Learning (1)

Keywords

domain adaptation (3) transfer learning (1) feature extraction (1) self-supervised learning (1) multimodal learning (1) sentiment classification (1) human-in-the-loop learning (1) text-to-image generation (1) label shift (1) 3d object detection (1) adversarial attack (1) black-box attack (1) generative model (1) diffusion model (1) adversarial defense (1) bounding box (1) prompt expansion (1) image diversity (1) black-box defense (1) parameter adaptation (1)

Papers

DiffuBox: Refining 3D Object Detection with Point Diffusion NeurIPS 2024 Online Feature Updates Improve Online (Generalized) Label Shift Adaptation NeurIPS 2024 Prompt Expansion for Adaptive Text-to-Image Generation ACL 2024 GreaseVision: Rewriting the Rules of the Interface NAACL 2022 Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022