Fatih Cakir

5 papers · 2015–2019 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

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

Top co-authors

Stan Sclaroff (5) Kun He (4) Sarah Adel Bargal (2) XIDE XIA (1) Brian Kulis (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Application Areas (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Computer Science (1) Computer Vision (1) Analysis (1) Applications (1) Optimization & Theory (1)

Keywords

image retrieval (3) metric learning (2) learning to rank (2) hash function (2) similarity search (1) nearest neighbor search (1) nearest neighbor retrieval (1) deep metric learning (1) batch sampling (1) binary embedding (1) average precision (1) neural network (1) hamming space (1) stochastic gradient descent (1) hamming ranking (1) feature learning (1) few-shot learning (1) online learning (1)

Papers

Deep Metric Learning to Rank CVPR 2019 Hashing as Tie-Aware Learning to Rank CVPR 2018 Hashing with Binary Matrix Pursuit ECCV 2018 MIHash: Online Hashing With Mutual Information ICCV 2017 Adaptive Hashing for Fast Similarity Search ICCV 2015