Revisiting a kNN-based Image Classification System with High-capacity
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Revisiting a kNN-based Image Classification System with High-capacity Storage

3 April 2022

Daisuke Miyashita

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Papers citing "Revisiting a kNN-based Image Classification System with High-capacity Storage"

16 / 16 papers shown

Title
Synthetic Similarity Search in Automotive Production Christoph Huber Ludwig Schleeh Dino Knoll Michael Guthe 61 0 0 12 May 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement Dahyun Kang Ahmet Iscen Eunchan Jo Sua Choi Minsu Cho Cordelia Schmid VLM KELM OffRL 124 0 0 08 Apr 2025
On Storage Neural Network Augmented Approximate Nearest Neighbor Search Taiga Ikeda Daisuke Miyashita J. Deguchi 92 0 0 23 Jan 2025
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 69 2 0 07 Oct 2024
An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo Sebastian Doerrich Ines Rieger Christian Ledig NoLa 153 0 0 26 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 86 1 0 15 Aug 2024
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs Francesco Di Salvo David Tafler Sebastian Doerrich Christian Ledig CML 72 0 0 01 Aug 2024
Revisiting Relevance Feedback for CLIP-based Interactive Image Retrieval Ryoya Nara Yu-Chieh Lin Yuji Nozawa Youyang Ng Goh Itoh Osamu Torii Yusuke Matsui HAI 62 2 0 25 Apr 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 154 0 0 18 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita 71 0 0 05 Mar 2024
Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification Sebastian Doerrich Tobias Archut Francesco Di Salvo Christian Ledig 54 4 0 19 Feb 2024
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 66 9 0 08 Aug 2023
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification Jintao Rong Hao Chen Tianrun Chen Linlin Ou Xinyi Yu Yifan Liu VLM VPVLM 75 6 0 04 Jun 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip Torr V. Koltun Ozan Sener CLL 174 32 0 16 May 2023
Improving Image Recognition by Retrieving from Web-Scale Image-Text Data Ahmet Iscen Alireza Fathi Cordelia Schmid VLM 3DV 83 26 0 11 Apr 2023
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 431 3,754 0 28 Feb 2017