Sirnam Swetha

6 papers · 2023–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

CVPR (2) ICCV (2) AAAI (1) ECCV (1)

Top co-authors

Mubarak Shah (6) Son Tran (2) Tal Neiman (2) Mamshad Nayeem Rizve (2) David G. Shatwell (2) Trishul A Chilimbi (1) JINYU YANG (1) Jeffrey A Chan Santiago (1) Nyle Siddiqui (1) Joseph Fioresi (1)

Research topics

Artificial Intelligence (5) Core AI (5) Computer Vision (3) Machine Learning (3) Analysis (2) Core Methods (2) Learning Types (2) Application Areas (1) Processing (1)

Keywords

multimodal learning (2) image retrieval (2) visual question answering (1) self-supervised learning (1) preference optimization (1) video understanding (1) cross-modal retrieval (1) semantic structure (1) multimodal alignment (1) video question answering (1) implicit reasoning (1) timestamp prediction (1) joint embedding (1) differentiable sorting (1) joint embedding space (1) multi-modality query (1) temporal cyclic modeling (1) visual relational reasoning (1) time-of-capture prediction (1) metric learning (1)

Papers

SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026 TIGER: A Unified Framework for Time, Images and Geo-location Retrieval CVPR 2026 VRR-QA: Visual Relational Reasoning in Videos Beyond Explicit Cues CVPR 2026 GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space ICCV 2025 X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs ECCV 2024 Preserving Modality Structure Improves Multi-Modal Learning ICCV 2023