Samarth Mishra

6 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) ❓ The Questioner

Venues

CVPR (3) NeurIPS (2) ICCV (1)

Top co-authors

Venkatesh Saligrama (5) Leonid Karlinsky (3) Rameswar Panda (3) Kate Saenko (3) Aude Oliva (2) Rogerio Feris (2) Hilde Kuehne (2) SouYoung Jin (2) Cheng Perng Phoo (1) Rogerio S. Feris (1)

Research topics

Machine Learning (6) Learning Types · Machine Learning (6) Computer Vision (5) Artificial Intelligence (4) Analysis (4) Learning Paradigms (4) Deep Learning (3) Learning Types · Deep Learning (3) Application Areas (1) Core AI (1) Core Methods (1) Processing (1)

Keywords

transfer learning (3) synthetic data (3) domain adaptation (2) metric learning (1) action recognition (1) object recognition (1) image retrieval (1) visual similarity (1) self-supervised learning (1) incremental learning (1) human action recognition (1) attribute learning (1) vision-language model (1) multi-label recognition (1) few-shot classification (1) pairwise learning (1) video representation (1) attribute prediction (1) pre-training strategy (1) visual exploration (1)

Papers

SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models CVPR 2025 Learning Human Action Recognition Representations Without Real Humans NeurIPS 2023 How Transferable are Video Representations Based on Synthetic Data? NeurIPS 2022 Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022 Effectively Leveraging Attributes for Visual Similarity ICCV 2021 Incremental Object Learning From Contiguous Views CVPR 2019