similarity search

80 papers

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nearest neighbor search (186) image retrieval (599) binary code (83) information retrieval (1493) metric learning (1189) hash function (48) representation learning (6174) locality-sensitive hashing (46) binary hashing (34) approximate nearest neighbor (88)

Papers

GeoPTH: A Lightweight Approach to Category-Based Trajectory Retrieval via Geometric Prototype Trajectory Hashing AAAI 2026

Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026

AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking EACL 2026

In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation NAACL 2025

LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025

Statistical Model-driven Similarity Hashing: Bridging Modalities for Efficient Unsupervised Retrieval AAAI 2025

Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024

aeon: a Python Toolkit for Learning from Time Series JMLR 2024

Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding NIPS 2024

Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval CVPR 2024

Fast, Approximate Vector Queries on Very Large Unstructured Datasets NSDI 2023

Poisoning Retrieval Corpora by Injecting Adversarial Passages EMNLP 2023

VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023

xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023

Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL 2023

EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis NIPS 2023

DEDRIFT: Robust Similarity Search under Content Drift ICCV 2023

Large-scale similarity search with Optimal Transport EMNLP 2023

FAERY: An FPGA-accelerated Embedding-based Retrieval System OSDI 2022

Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022

GREED: A Neural Framework for Learning Graph Distance Functions NIPS 2022

Fast Distance Oracles for Any Symmetric Norm NIPS 2022

Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring EMNLP 2021

Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick ACML 2021