Priya Goyal

5 papers · 2017–2024 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ICCV (2) CVPR (1) ICLR (1) NeurIPS (1)

Top co-authors

Ishan Misra (2) Matthijs Douze (1) Andreas Peter Steiner (1) Abhinav Gupta (1) Sreya Dutta Roy (1) Alexander D'Amour (1) Piotr Bojanowski (1) Xiao Wang (1) Ibrahim Alabdulmohsin (1) Mathilde Caron (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (3) Application Areas (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

self-supervised learning (2) representation learning (1) contrastive learning (1) reinforcement learning (1) object detection (1) multimodal learning (1) visual representation (1) descriptor learning (1) entropy regularization (1) bias mitigation (1) data balancing (1) contrastive language-image pretraining (1) visual feature (1) cluster assignment (1) image copy detection (1) representation bia (1) instance matching (1) self-supervised contrastive (1) unsupervised learning (1) swapped prediction (1)

Papers

CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? ICLR 2024 A Self-Supervised Descriptor for Image Copy Detection CVPR 2022 Unsupervised Learning of Visual Features by Contrasting Cluster Assignments NeurIPS 2020 Scaling and Benchmarking Self-Supervised Visual Representation Learning ICCV 2019 Focal Loss for Dense Object Detection ICCV 2017