1998 STOC Approximate nearest neighbors: Towards removing the curse of dimensionality(LSH
)[Paper][Code1][Code2]
2008 NIPS Spectral hashing(SH
)[Paper][Code]
2010 ICML Sequential projection learning for hashing with compact codes(SpH
)[Paper][Code]
2011 CVPR Iterative quantization: A procrustean approach to learning binary codes(PCAH
)
2011 CVPR Iterative quantization: A procrustean approach to learning binary codes(ITQ
)[Paper][Code]
2014 TCYB Density sensitive hashing(DSH
)[Paper][Code]
2015 CVPR Deep Hashing for Compact Binary Codes Learning(DH
)[Paper]
2016 CVPR/2019 TPAMI Learning compact binary descriptors with unsupervised deep neural networks(DeepBit
)[Paper][Code]
2017 ICML Stochastic generative hashing(SGH
)[Paper][Code]
2018 AAAI/2020 IJCV Binary generative adversarial networks for image retrieval(BGAN
)[Paper][Code]
2018 NIPS Greedy hash: Towards fast optimization for accurate hash coding in cnn(GreedyHash
)[Paper][Code1][Code2]
2018 NIPS Bingan: Learning compact binary descriptors with a regularized gan(BinGAN
)[Paper][Code]
2018 IJCAI Semantic structure-based unsupervised deep hashing(SSDH
)[Paper][Code]
2018 TPAMI Unsupervised deep hashing with similarity-adaptive and discrete optimization(SADH
)[Paper][Code]
2019 TIP Unsupervised Semantic-Preserving Adversarial Hashing for Image Search(USPAH
)[Paper]
2019 CVPR DistillHash: Unsupervised deep hashing by distilling data pairs(DistillHash
)[Paper][Code]
2019 IJCV Unsupervised Binary Representation Learning with Deep Variational Networks(DVB
)[Paper]
2020 IJCAI MLS3RDUH: Deep Unsupervised Hashing via Manifold based Local Semantic(MLS³RDUH
)[Paper][Code]
2020 CVPR Auto-encoding twin-bottleneck hashing(TBH
)[Paper][Code]
2020 MM Deep Unsupervised Hybrid-similarity Hadamard Hashing(DU3H
)[Paper]
2021 AAAI Deep Unsupervised Image Hashing by Maximizing Bit Entropy(DMBE
)[Paper][Code1][Code2]
2021 ICCV Self-supervised Product Quantization for Deep Unsupervised Image Retrieval(SPQ
)[Paper][Code]
2021 TCSVT Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering(UDKH
)[Paper]
2021 TCSVT Unsupervised Deep Multi-Similarity Hashing With Semantic Structure for Image Retrieval(UDMSH
)[Paper]
2021 IJCAI Unsupervised Hashing with Contrastive Information Bottleneck(CJBHash
)[Paper][Code]
2021 IJCAI CIMON: Towards High-quality Hash Codes(CIMON
)[Paper]
2021 TIP Unsupervised Discrete Hashing With Affinity Similarity(UDH
)[Paper]
2021 TMM Deep Unsupervised Self-Evolutionary Hashing for Image Retrieval(DUSH
)[Paper]
2021 MM A Statistical Approach to Mining Semantic Similarity for Deep Unsupervised Hashing(DATE
)[Paper]
2021 ICME Deep Unsupervised Hashing by Global and Local Consistency(GLC
)[Paper]
2021 CIKM Deep Self-Adaptive Hashing for Image Retrieval(DSAH
)[Paper]
2022 AAAI Deep Unsupervised Hashing with Latent Semantic Components(DSCH
)[Paper][Code]
2022 Neuro Unsupervised deep hashing with pretrained semantic information distillation and preservation(PSIDP
)[Paper][Code]
2022 AAAI Contrastive Quantization with Code Memory for Unsupervised Image Retrieval(MeCoQ
)[Paper][Code]
2022 IJCAI Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval(HAMAN
)[Paper]
2022 MM Improved Deep Unsupervised Hashing via Prototypical Learning(PURPLE
)[Paper]
2022 SPL Improve Deep Unsupervised Hashing via Structural
and Intrinsic Similarity Learning(HashSIM
)[Paper][Code]
2023 TCSVT Deep Learning based Image Retrieval with Unsupervised Double Bit Hashing(UDBH
)[Paper]
2023 TCSVT Unsupervised Hashing Retrieval via Efficient
Correlation Distillation(CDUH
)[Paper]
2014 SIGIR Supervised Hashing with Latent Factor Model(LFH
)[Paper][Code]
2015 CVPR Supervised Discrete Hashing(SDH
)[Paper][Code]
2015 CVPR Deep Learning of Binary Hash Codes for Fast Image Retrieval(DLBC
)[Paper][Code]
2016 CVPR Deep Supervised Hashing for Fast ImaDeep Supervised Hashing for Fast Image Retrievalge Retrieval(DSH
)[Paper][Code1][Code2]
2016 IJCAI Feature Learning based Deep Supervised Hashing with Pairwise Labels(DPSH
)[Paper][Code1][Code2]
2016 AAAI Deep Hashing Network for Efficient Similarity Retrieval(DHN
)[Paper][Code1][Code2]
2016 ACCV Deep Supervised Hashing with Triplet Labels(DTSH
)[Paper][Code1][Code2]
2017 ICCV HashNet: Deep Learning to Hash by Continuation(HashNet
)[Paper][Code1][Code2]
2017 NIPS Deep Supervised Discrete Hashing(DSDH
)[Paper][Code1][Code2]
2017 MM Deep Asymmetric Pairwise Hashing(DAPH
)[Paper][Code]
2017 IJCAI Locality-Constrained Deep Supervised Hashing for Image Retrieval(LCDSH
)[Paper][Code]
2018 TPAMI Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks(SSDH
)[Paper][Code]
2018 arXiv Instance Similarity Deep Hashing for Multi-Label Image Retrieval(ISDH
)[Paper][Code1][Code2]
2018 AAAI Asymmetric Deep Supervised Hashing(ADSH
)[Paper][Code1][Code2][Code3]
2018 IJCAI Semantic Structure-based Unsupervised Deep Hashing(SSDH
)[Paper][Code]
2018 CVPR Deep cauchy hashing for hamming space retrieval(DCH
)[Paper][Code1][Code2]
2018 ECCV ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks(ForestHash
)[Paper]
2018 ECCV Hashing with Binary Matrix Pursuit(HBMP
)[Paper][Code]
2018 ECCV Relaxation-Free Deep Hashing via Policy Gradient[Paper]
2018 MM Deep Priority Hashing(DPH
)[Paper][Code]
2018 MM Post Tuned Hashing: A New Approach to Indexing High-dimensional Data(PTH
)[Paper][Code]
2018 SIGIR Parameterizing Kterm Hashing(PKH
)[Paper]
2019 AAAI SADIH: Semantic-Aware DIscrete Hashing(SADIH
)[Paper]
2019 SIGIR Deep Collaborative Discrete Hashing with Semantic-Invariant Structure[Paper]
2019 BMVC Push for Quantization: Deep Fisher Hashing(DFH
)[Paper][Code1][Code2]
2019 TMM Improved Deep Hashing with Soft Pairwise Similarity for Multi-label Image(IDHN
)[Paper][Code1][Code2]
2019 ICCV Deep Supervised Hashing with Anchor Graph(DAGH
)[Paper][Code1][Code2]
2019 IEEE ACCESS Deep Supervised Hashing Based on Stable Distribution(DHSHD
)[Paper][Code]
2019 IEEE ACCESS Dual Asymmetric Deep Hashing Learning(DADH
)[Paper][Code]
2019 Neuro Deep balanced discrete hashing for image retrieval(DBDH
)[Paper][Code]
2020 CVPR Central Similarity Quantization for Efficient Image and Video Retrieval(CSQ
)[Paper][Code1][Code2]
2020 CVPR Self-supervised asymmetric deep hashing with margin-scalable constraint(SADH
)[Paper][Code]
2020 ECCV Targeted Attack for Deep Hashing based Retrieval(DHTA
)[Paper][Code]
2020 NIPS One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective(OrthoHash
)[Paper][Code]
2020 ECCV Deep Hashing with Active Pairwise Supervision(DH-APS
)[Paper]
2020 ECCV Deep Hash Distillation for Image Retrieval(DHD
)[Paper][Code]
2021 MM Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval(LAGNH
)[Paper][Code]
2021 MM Weighted Gaussian Loss based Hamming Hashing(WGLHH
)[Paper][Code]
2021 SIGIR Long-Tail Hashing(LTHNet
)[Paper][Code]
2021 SIGIR Binary Neural Network Hashing for Image Retrieval(BNNH
)[Paper]
2021 TCSVT Deep Semantic Reconstruction Hashing for Similarity Retrieval(DSRH
)[Paper]
2021 TCSVT Deep Transfer Hashing for Image Retrieval(DTH
)[Paper]
2021 TCSVT Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval(DSTDH
)[Paper][Code]
2021 TCYB Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning(DCRH
)[Paper]
2021 TIP Adversarial Multi-Label Variational Hashing(AMVH
)[Paper]
2021 TIP Deep Multiple Instance Hashing for Fast Multi-Object Image Search(DMIH
)[Paper]
2021 TIP Learning Efficient Hash Codes for Fast Graph-Based Data Similarity Retrieval(HGNN
)[Paper]
2021 TKDE Collaborative Learning for Extremely Low Bit Asymmetric Hashing(MAH
)[Paper][Code]
2021 TMM Deep Hashing With Weighted Spatial Importance(DWSH
)[Paper]
2021 TMM Deep Loss Driven Multi-Scale Hashing Based on Pyramid Connected Network(DLDMSH
)[Paper]
2021 TMM Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search(RCDH
)[Paper]
2021 TNNLS Transductive Zero-Shot Hashing for Multilabel Image Retrieval(T-MLZSH
)[Paper][Code]
2022 TMM Hash Bit Selection With Reinforcement Learning for Image Retrieval(HBS-RL
)[Paper][Code]
2022 TMM HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval(HHF
)[Paper][Code]
2022 TMM IDHashGAN: Deep Hashing With Generative Adversarial Nets for Incomplete Data Retrieval(IDHashGAN
)[Paper][Code]
2022 TCYB Indexing-Min-Max Hashing Relaxing the Security-Performance Tradeoff for Cancelable Fingerprint Templates(IMM hashing
)[Paper][Code]
2022 TIP Fine-Grained Hashing With Double Filtering(FISH
)[Paper][Code]
2022 TIP Sub-Region Localized Hashing for Fine-Grained Image Retrieva(sRLH
)[Paper][Code]
2022 CVPR One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching[Paper][Code]
2022 ECCV SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval(SEMICON
)[Paper][Code]
2022 ECCV ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval(ExchNet
)[Paper]
2022 IJCAI A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing[Paper][Code]
2022 IJCAI Attention-guided Contrastive Hashing for Long-tailed Image Retrieval(ACHNet
)[Paper][Code]
2022 MM Webly Supervised Image Hashing with Lightweight Semantic Transfer Network(WSIH
)[Paper][Code]
2022 MM HyP² Loss : Beyond Hypersphere Metric Space for Multi-label Image Retrieval(HyP2-Loss
)[Paper][Code]
2023 CVPR Deep Hashing With Minimal-Distance-Separated Hash Centers[Paper][Code]
2023 SIGIR Asymmetric Hashing for Fast Ranking via Neural Network Measures[Paper]
2023 SIGIR SCHash: Speedy Simplicial Complex Neural Networks via Randomized Hashing(SCHash
)[Paper][Code]
2023 TBD Deep Incremental Hashing for Semantic Image Retrieval With Concept Drift(DIH
)[Paper]
2023 TBD Supervised Discrete Multiple-Length Hashing for Image Retrieval(SDMLH
)[Paper]
2023 TCSVT Deep Adaptive Quadruplet Hashing with Probability Sampling for Large-Scale Image Retrieval(DAQH
)[Paper]
2023 TCSVT Learnable Locality-Sensitive Hashing for Video Anomaly Detection(LLSH
)[Paper][Code]
2023 TGRS Deep Saliency Smoothing Hashing for Drone Image Retrieval(DSSH
)[Paper]
2023 TKDE Intra-Category Aware Hierarchical Supervised Document Hashing(IHDH
)[Paper][Code]
2023 TKDE LASH: Large-Scale Academic Deep Semantic Hashing(LASH
)[Paper][Code]
2023 TKDE Zero-Shot Hashing via Asymmetric Ratio Similarity Matrix(ZSH
)[Paper]
2023 TMM Deep Neighborhood Structure-Preserving Hashing for Large-Scale Image Retrieval(DNSH
)[Paper]
2023 TMM Knowledge Distillation Hashing for Occluded Face Retrieval(KDH
)[Paper]
2023 TNNLS Bit Reduction for Locality-Sensitive Hashing[Paper]
2023 TMM Label-affinity Self-adaptive Central Similarity Hashing for Image Retrieval(LSCSH
)[Paper][Code]
2023 TIP Hierarchical Hashing Learning for Image Set Classification(HHL
)[Paper]
2023 TIP Multi-Label Hashing for Dependency Relations Among Multiple Objectives(DRMH
)[Paper][Code]
2010 CVPR Data fusion through cross-modality metric learning using similarity-sensitive hashing(CMSSH
)[Paper]
2011 IJCAI Learning hash functions for cross-view similarity search(CVH
)[Paper][Code]
2013 SIGKDD Inter-media hashing for large-scale retrieval from heterogeneous data sources(IMH
)[Paper][Code]
2013 MM Linear cross-modal hashing for efficient multimedia search(LCMH
)[Paper]
2014 CVPR Collective matrix factorization hashing for multimodal data(CMFH
)[Paper][Code1][Code2]
2014 SIGIR Latent semantic sparse hashing for cross_x005f modal similarity search(LSSH
)[Paper][Code]
2017 CVPR Cross-Modality Binary Code Learning via Fusion Similarity Hashing(FSH
)[Paper][Code]
2017 TCYB Semi-paired discrete hashing: Learning latent hash codes for semi-paired cross-view retrieval(SPDH
)[Paper]
2018 TCSVT Robust and flexible discrete hashing for cross-modal similarity search(RFDH
)[Paper][Code]
2018 AAAI Unsupervised Generative Adversarial Cross-modal Hashing(UGACH
)[Paper][Code1][Code2]
2018 CVPR Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval(SSAH
)[Paper][Code1][Code2][Code3][Code4][Code5]
2018 ECCV Attention-aware Deep Adversarial Hashing for Cross-Modal Retrieval(ADAH
)[Paper][Code]
2018 IJCAI Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal(UDCMH
)[Paper]
2018 TMM Deep Binary Reconstruction for Cross-modal Hashing(DBRC
)[Paper]
2019 MM Deep binary reconstruction for cross-modal hashing(DBRC
)[Paper]
2019 KDS Multimodal adversarial network for cross-modal retrieval(MAN
)[Paper][Code]
2019 TOMM Cross-modal Generative Adversarial Networks for Common Representation Learning(CMGANS
)[Paper][Code]
2019 ICCV Joint-Semantics Reconstructing Hashing for Large-Scale Unsupervised Cross-Modal Retrieval(DJSRH
)[Paper][Code1][Code2]
2020 ICMR Deep Adversarial Discrete Hashing for Cross-Modal Retrieval(DADH
)[Paper][Code]
2020 IJCNN Unsupervised_Deep_Imputed_Hashing_for_Partial_Cross-modal_Retrieval(UDIH
)[Paper][Code]
2020 TMM Multi-pathway Generative Adversarial Hashing for Unsupervised Cross-modal Retrieval(MGAH
)[Paper][Code]
2020 ICMR Deep Semantic-Alignment Hashing for Unsupervised Cross-Modal Retrieval(DSAH
)[Paper][Code]
2020 SIGIR Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval(JDSH
)[Paper][Code1][Code2]
2020 CVPR Creating Something from Nothing Unsupervised Knowledge Distillation for Cross-Modal Hashing(UKD
)[Paper][Code]
2021 ICASSP Deep Adversarial Quantization Network for Cross-modal Retrieval(DAQN
)[Paper][Code]
2021 AAAI Similarity Reasoning and Filtration for Image-Text Matching(SGRAF
)[Paper][Code]
2021 AAAI Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing(DGCPN
)[Paper][Code]
2021 TCSVT Deep Multiscale Fusion Hashing for Cross-Modal Retrieval(DMFH
)[Paper]
2021 TCSVT Fast Unmediated Hashing for Cross-Modal Retrieval(FUH
)[Paper]
2021 TKDE BATCH A Scalable Asymmetric Discrete Cross-Modal Hashing(BATCH
)[Paper]
2021 TMM Mask Cross-Modal Hashing Networks(MDCH
)[Paper]
2021 TPAMI MTFH A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval(MTFH
)[Paper]
2021 AAAI Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval(DAGNN
)[Paper]
2021 MM Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval(JOG
)[Paper]
2022 TKDE Correlation-Identity Reconstruction Hashing for Unsupervised Cross-modal Retrieval(CIRH
)[Paper][Code]
2022 TCSVT Deep Adaptively-Enhanced Hashing with Discriminative Similarity Guidance for Unsupervised Cross-modal Retrieval(DAEH
)[Paper][Code]
2022 arXiv Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing(DUCH
)[Paper][Code]
2022 AAAI Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval(Bi-CMR
)[Paper]
2022 CVPR Cross Modal Retrieval With Querybank Normalisatio(QB-NORM
)[Paper][Code]
2022 CVPR EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval(EI-CLIP
)[Paper]
2022 MM Differentiable Cross-modal Hashing via Multimodal Transformers(DCHMT
)[Paper][Code]
2022 MM Adaptive Structural Similarity Preserving for Unsupervised Cross Modal Hashin(ASSPH
)[Paper]
2023 TCSVT Disperse Asymmetric Subspace Relation Hashing for Cross-Modal Retrieval(DASRH
)[Paper]
2023 TCSVT Semantic Disentanglement Adversarial Hashing for Cross-Modal Retrieval(SDAH
)[Paper]
2023 TCSVT Targeted Adversarial Attack against Deep Cross-modal Hashing Retrieval(TA-DCH
)[Paper][Code]
2023 TCSVT Unsupervised Cross-modal Hashing with Modality-interaction(UCHM
)[Paper]
2023 TKDE Deep Cross-Modal Proxy Hashing(DCPH
)[Paper]
2023 TKDE Modality-Invariant Asymmetric Networks for Cross-Modal Hashing(MIAN
)[Paper]
2023 TKDE Two-stage Asymmetric Similarity Preserving Hashing for Cross-modal Retrieval(TASPH
)[Paper]
2023 TMM Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval(AMSH
)[Paper]
2023 TMM Deep Cross-modal Hashing Based on Semantic Consistent Ranking(DCH-SCR
)[Paper]
2023 TMM Hierarchical Consensus Hashing for Cross-Modal Retrieval(HCCH
)[Paper][Code]
2023 TMM Hierarchical Semantic Structure Preserving Hashing for Cross-Modal Retrieval(HSSPH
)[Paper]
2023 TMM Unsupervised Cross-modal Hashing via Semantic Text Mining(UCH-STM
)[Paper][Code]
2023 TPAMI Unsupervised Contrastive Cross-modal Hashing(UCCH
)
[Paper][Code]
2017 CVPR Deep Cross-Modal Hashing(DCMH
)[Paper][Code1][Code2][Code3][Code4][Code5]
2017 MM Adversarial Cross-Modal Retrieval(ACMR
)[Paper][Code]
2017 AAAI Collective Deep Quantization for Efficient Cross-Modal Retrieval(CDQ
)[Paper][Code]
2017 ICIP Label Consistent Matrix Factorization based Hashing for Cross Modal Retrieval(LCMFH
)[Paper][Code]
2018 TCYB Semi-supervised Cross-modal Hashing by Generative Adversarial Network(SCHGAN
)[Paper][Code]
2018 DASFAA Subspace Relation Learning for Cross-modal Hashing(SRLCH
)[Paper][Code]
2018 TIP Generalized Semantic Preserving Hashing for Cross-Modal Retrieval(GPSH
)[Paper][Code]
2019 ICMR Adversary Guided Asymmetric Hashing for Cross-Modal Retrieval(TFNH
)[Paper][Code]
2019 SIGIR Scalable Deep Multimodal Learning for Cross-Modal Retrieval(SDML
)[Paper][Code]
2019 SIGIR Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction(DCDH
)[Paper][Code]
2019 CVPR Deep Supervised Cross-modal Retrieval(DSCMR
)[Paper][Code]
2019 ICMR Adversary Guided Asymmetric Hashing for Cross-Modal Retrieval(AGAH
)[Paper][Code]
2019 TIP Discrete Latent Factor Model for Cross-Modal Hashing(DLFH
)[Paper][Code1][Code2]
2019 TPAMI MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval(MTFH
)[Paper][Code]
2020 Neuro Self-Constraining and Attention-based Hashing Network for Bit-Scalable Cross-Modal Retrieval(SCAHN
)[Paper][Code]
2020 TKDE BATCH:A Scalable Asymmetric Discrete Cross-Modal Hashing(BATCH
)[Paper][Code1][Code2]
2020 MM Supervised Hierarchical Deep Hashing for Cross-Modal Retrieval(SHDCH
)[Paper][Code]
2020 TKDE Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning(DCHUC
)[Paper][Code1][Code2]
2020 TIP Multi-task consistency-preserving adversarial hashing for corss-modal retrieval(CPAH
)[Paper][Code]
2021 TCYB Fast Cross-Modal Hashing with Global and Local Similarity Embedding(FCMH
)[Paper][Code]
2021 ICME Efficient Fine-Grained Visual-Text Search Using Adversarially-Learned Hash Codes(ADV
)[Paper][Code]
2021 SP Multi-Label Semantics Preserving based Deep Cross-Modal Hashing(MLSPH
)[Paper][Code]
2021 TNNLS FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval(FDDH
)[Paper][Code]
2021 TKDE Adaptive Label Correlation Based Asymmetric Discrete Hashing for Cross-modal Retrieval(ALECH
)[Paper][Code]
2021 IJCAI Deep Unified Cross-Modality Hashing by Pairwise Data Alignment(DUCMH
)[Paper]
2021 AAAI Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval(DAGNN
)[Paper]
2021 TCSVT Fast Unmediated Hashing for Cross-Modal Retrieval(FUH
)[Paper]
2021 TMM Mask Cross-Modal Hashing Networks(MDCH
)[Paper]
2022 MM Differentiable Cross-modal Hashing via Multimodal Transformers(DCMHT
)[Paper][Code]
2022 Neuro Multi-label enhancement based self-supervised deep cross-modal hashing(MESDCH
)[Paper][Code]
2022 TMM Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval(HMAH
)[Paper][Code]
2022 IS Semi-Supervised Cross-Modal Hashing with Multi-view Graph Representation(MGCH
)[Paper][Code]
2022 TKDE Weakly-Supervised Enhanced Semantic-Aware Hashing for Cross-Modal Retrieval(WASH
)[Paper][Code]
2022 TOIS Efficient Query-based Black-Box Attack against Cross-modal Hashing Retrieval(EQB2A
)[Paper][Code]
2022 TCSVT A High-Dimensional Sparse Hashing Framework for Cross-Modal Retrieval(HSCH
)[Paper][Code]
2022 TNNLS Graph Convolutional Network Discrete Hashing for Cross-Modal Retrieval(GCDH
)[Paper][Code]
2022 TKDE Modality-Invariant Asymmetric Networks for Cross-Modal Hashing -- PyTorch Implementation(MIAN
)[Paper][Code]
2022 JoI A Framework for Enabling Unpaired Multi-Modal Learning for Deep Cross-Modal Hashing Retrieval(UMML
)[Paper][Code]
2022 arXiv Prototype-Based Layered Federated Cross-Modal Hashing(PLFedCMH
)[Paper][Code]
2022 TCSVT Discrete Semantic Alignment Hashing for
Cross-Media Retrieval(DSAH
)[Paper]
2022 TIP Joint Specifics and Consistency Hash Learning for
Large-Scale Cross-Modal Retrieval(SCLCH
)[Paper]
2022 TMM Asymmetric Correlation Quantization Hashing
for Cross-Modal Retrieval(ACQH
)[Paper]
2022 arXiv Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval(AMSH
)[Paper][Code]
2023 TCSVT Deep Semantic-aware Proxy Hashing for Multi-label Cross-modal Retrieval(DSPH
)[Paper][Code]
2023 TCSVT Disperse Asymmetric Subspace Relation Hashing
for Cross-Modal Retrieval(DASRH
)[Paper]
2023 TCSVT Targeted Adversarial Attack against Deep
Cross-modal Hashing Retrieval(TA-DCH
)[Paper][Code]
2023 TMM Adaptive Marginalized Semantic Hashing for
Unpaired Cross-Modal Retrieval(AMSH
)[Paper][Code]
2023 TMM Hierarchical Consensus Hashing for Cross-Modal
Retrieval(HCCH
)[Paper][Code]
2023 TNNLS Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation(TS3H
)[Paper]
2023 TMM Semi-Supervised Knowledge Distillation for Cross-Modal Hashing(SKDCH
)[Paper]
2023 TMM Partial Multi-Modal Hashing via Neighbor-aware Completion Learning(NCH
)[Paper][Code]
2023 TMM Hierarchical Semantic Structure Preserving Hashing
for Cross-Modal Retrieval(HSSPH
)[Paper]
2023 TKDE Two-stage Asymmetric Similarity Preserving
Hashing for Cross-modal Retrieval(TASPH
)[Paper]
2023 TCSVT Semantic Disentanglement Adversarial Hashing for Cross-Modal Retrieval(SDAH
)[Paper]
2023 TKDE Discrete Robust Matrix Factorization Hashing for
Large-Scale Cross-Media Retrieval(DRMFH
)[Paper]
2021 TIP Learning Efficient Hash Codes for Fast Graph-Based Data Similarity Retrieval(HGNN
)[Paper]
2021 MM Two-pronged Strategy Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval(LAGNH
)[Paper][Code1][Code2]
2020 TCYB Graph Convolutional Network Hashing(GCN
)[Paper][Code]
2021 MM Multi-label Pattern Image Retrieval via Attention Mechanism Driven Graph Convolutional Network(GCN-AMD
)[Paper]
2021 AAAI Deep Graph-neighbor Coherence Preserving Network for Unsupervised(DGCPN
)[Paper][Code]
2022 TMM Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval(AGCH
)[Paper]
2019 IJCAI Graph Convolutional Network Hashing for Cross-Modal Retrieval(GCH
)[Paper][Code]
2020 ICIP Semi-Supervised_Graph_Convolutional_Hashing_Network_For_Large-Scale_Cross-Modal_Retrieval(SGCN
)[Paper][Code]
2021 MM Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval(GCMH
)[Paper]
2021 MM Local Graph Convolutional Networks for Cross-Modal Hashing(LGCNH
)[Paper][Code]
2021 AAAI Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval(DAGNN
)[Paper][Code]
2021 MM Exploring Graph-Structured Semantics for Cross-Modal Retrieval(GCR
)[Paper][Code]
2021 MM Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval(FGCMH
)[Paper]
2021 ICCV Wasserstein Coupled Graph Learning for Cross-Modal Retrieval(WCGL
)[Paper]
2022 TNNLS Graph Convolutional Network Discrete Hashing for Cross-Modal Retrieval(GCDH
)[Paper][Code]
2022 TMM Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval(ALGCN
)[Paper][Code]
2013 IJCAI Online hashing(OKH
)[Paper][Code]
2015 ICCV Adaptive hashing for fast similarity search(AdaptHash
)[Paper][Code]
2015 ICIP Online supervised hashing(OSH
)[Paper][Code]
2017 ICCV/2019 TPAMI Online Hashing with Mutual Information(MIHash
)[Paper][Code]
2018 MM Supervised Online Hashing via Hadamard Codebook Learning(HCOH
)[Paper][Code1][Code2]
2019 AAAI Towards Optimal Discrete Online Hashing with Balanced Similarity(BSODH
)[Paper][Code]
2019 AAAI Online Hashing with Efficient Updating of Binary Codes(OHWEU
)[Paper][Code]
2019 TPAMI Fast Class-wise Updating for Online Hashing(FCOH
)[Paper][Code]
2019 CLUSTER Parallel image search application based on online hashing hierarchical ranking(MAPREDUCE
)[Paper]
2019 Neuro A fast online spherical hashing method based on data sampling for large scale image retrieval(OSpH
)[Paper]
2019 ACCESS Online Supervised Sketching Hashing for Large-Scale Image Retrieval(OSSH
)[Paper]
2020 TIP Similarity-Preserving Linkage Hashing for Online Image Retrieval(SPLH
)[Paper]
2020 SIGIR Online Collective Matrix Factorization Hashing for Large-Scale Cross-Media Retrieval(OCMFH
)[Paper][Code]
2020 IJCV Hadamard Matrix Guided Online Hashing(HMOH
)[Paper][Code]
2021 arXiv Online Hashing with Similarity Learning(OHSL
)[Paper]
2021 ICME Weakly-Supervised Online Hashing(WHO
)[Paper]
2021 TMM Online Hashing With Bit Selection for Image Retrieval(OSelH
)[Paper]
2021 JVCIR Label projection online hashing for balanced similarity(LPOH
)[Paper]
2021 AAAI Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing(ATHOH
)[Paper]
2023 MM Self-Distillation Dual-Memory Online Hashing with Hash Centers for Streaming Data Retrieval(SDOH-HC
)[Code]
2023 AAAI Fast Online Hashing with Multi-Label Projection(FOH
)[Paper][Code]
2015 CVPR Online sketching hashing(OSH
)[Paper][Code]
2021 TKDE Making Online Sketching Hashing Even Faster(DFROSH
)[Paper]
2022 ACCV Unsupervised Online Hashing with Multi-Bit Quantization(OHMBQ
)[Paper][Code]
2022 ISCI Online deep hashing for both uni-modal and cross-modal retrieval(ODHUC
)[Paper]
2016 AAAI Online Cross-Modal Hashing for Web Image Retrieval(CMH
)[Paper]
2017 IJCAI Dynamic Multi-View Hashing for Online Image Retrieval(DMVH
)[Paper]
2019 SIGIR Online Multi-modal Hashing with Dynamic Query-adaption(OMHDQ
)[Paper]
2019 MM Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval(FOMH
)[Paper]
2020 MM Label Embedding Online Hashing for Cross-Modal Retrieval(LEMON
)[Paper][Code]
2021 ICME Efficient Online Label Consistent Hashing for Large-Scale Cross-Modal Retrieval(OLCH
)[Paper]
2022 AAAI Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data(OASIS
)[Paper][Code]
2022 ICME Online Robust Specific and Consistent Hashing(ORSCH
)[Paper]
2022 PR Discrete online cross-modal hashing(DLFH
)[Paper]
2022 TMM OMGH: Online Manifold-Guided Hashing for Flexible Cross-modal Retrieval(OMGH
)[Paper]
2022 TOIS Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval(MHOQA
)[Paper][Code]
2023 APIN Online supervised collective matrix factorization hashing for cross-modal retrieval(OSCMFH
)[Paper][Code]
2023 arXiv Three-Step Hashing for Online Cross-Modal Retrieval(THOR
)[Code]
2023 TIST ONION: Online Semantic Autoencoder Hashing for Cross-Modal Retrieval(ONION
)[Paper]
2022 APIN Online unsupervised cross-view discrete hashing for large-scale retrieval(OUCDH
)[Paper]
2022 KBS Deep online cross-modal hashing by a co-training mechanism(DOCHCM
)[[Paper]](Deep online cross-modal hashing by a co-training mechanism)
2022 TGRS Multisource Data Reconstruction-Based Deep supervised Hashing for Unisource Remote Sensing Image Retrieval (MrHash
)[Paper][Code]
2020 TGRS Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval(QDLH
)[Paper]
2021 TGRS Deep Hash Learning for Remote Sensing Image Retrieval(DHL
)[Paper][Code1][Code2]
2021 TGRS Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images(DHCNN
)[Paper]
2022 TGRS Asymmetric Hash Code Learning for Remote Sensing Image Retrieval(AHCL
)[Paper][Code]
2022 TGRS Hashing for Localization (HfL): A Baseline for Fast Localizing Objects in a Large-Scale Scene(THNet
)[Paper][Code]
2022 TGRS Meta-Hashing for Remote Sensing Image Retrieval(meta-hashing
)[Paper][Code]
2023 TGRS Deep Saliency Smoothing Hashing for Drone Image Retrieval(DSSH
)[Paper]
2023 TGRS Encrypting Hashing Against Localization(EHaL
)[Paper][Code]
2022 CVPR Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing(DUCH
)[Paper][Code1] [Code2]
2022 ICIP An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing(CHNR
)[Paper][Code]
2020 TGRS Deep Cross-Modal Image–Voice Retrieval in Remote Sensing(DIVR
)[Paper]
2022 TGRS Cohesion Intensive Hash Code Book Coconstruction for Efficiently Localizing Sketch Depicted Scenes[Paper]
2022 TGRS Deep Quadruple-Based Hashing for Remote Sensing Image-Sound Retrieval(DQH
)Paper
2022 TGRS Multisensor Fusion and Explicit Semantic Preserving-Based Deep Hashing for Cross-Modal Remote Sensing Image Retrieval(MsEspH
)[Paper]
2023 TGRS Fine Aligned Discriminative Hashing for Remote Sensing Image-Audio Retrieval(FADH
)[Paper]
2021 KDD A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks(GTS
)[Paper]
2021 CIKM Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics(Toast
)[Paper]
2022 KDD Spatio-Temporal Trajectory Similarity Learning in Road Networks(ST2Vec
)[Paper][Code]
2023 DASFAA Trajectory Representation Learning Based on Road Network Partition for Similarity Computation(PT2vec
)[Paper]
2023 AAAI GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM(GRLSTM
)[Paper] [Code]
2018 ICDE Deep Representation Learning for Trajectory Similarity Computation(t2vec
)[Paper][Code]
2019 ICDE Computing Trajectory Similarity in Linear Time: A Generic Seed-Guided Neural Metric Learning Approach(NeuTraj
)[Paper][Code]
2021 ICDE T3S: Effective Representation Learning for Trajectory Similarity Computation(T3S
)[Paper]
2022 CIKM Efficient Trajectory Similarity Computation with Contrastive Learning(CL-TSim
)[Paper][Code]
2022 KDD TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation(TrajGAT
)[Paper][Code]
2022 WWW Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification(RSTS
)[Paper][Code]
2022 TKDE Representation Learning With Multi-Level Attention for Activity Trajectory Similarity Computation(AT2VEC+
)[Paper]
2022 CIKM Aries: Accurate Metric-based Representation Learning for Fast Top-k Trajectory Similarity Query (Aries
)[Paper]