Research graph
References from Learn the interactions: Weakly supervised video anomaly detection with human-object interactions. Local targets link to admitted publications; unresolved targets remain external evidence.
MGFN: magnitude-contrastive glance-and-focus network for weakly-supervised video anomaly detection.
10.1609/aaai.v37i1.25112 · 2023 · External reference
10.1109/cvpr46437.2021.01379
10.1109/cvpr46437.2021.01379 · External reference
Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection
10.1609/aaai.v36i2.20028 · 2022 · External reference
Scale-Aware Spatio-Temporal Relation Learning for Video Anomaly Detection.
10.1007/978-3-031-19772-7_20 · 2022 · External reference
Exploring Background-bias for Anomaly Detection in Surveillance Videos.
10.1145/3343031.3350998 · 2019 · External reference
10.1109/cvpr.2018.00678
10.1109/cvpr.2018.00678 · External reference
Abnormal Ratios Guided Multi-Phase Self-Training for Weakly-Supervised Video Anomaly Detection
10.1109/tmm.2023.3336576 · 2024 · External reference
10.1109/wacvw60836.2024.00029
10.1109/wacvw60836.2024.00029 · External reference
10.1109/iccv48922.2021.00493
10.1109/iccv48922.2021.00493 · External reference
Self-supervised Sparse Representation for Video Anomaly Detection.
2022 · External reference
Learning causal temporal relation and feature discrimination for anomaly detection
10.1109/tip.2021.3062192 · 2021 · External reference
10.1109/cvpr.2019.00133
10.1109/cvpr.2019.00133 · External reference
BatchNorm-based weakly supervised video anomaly detection
10.1109/tcsvt.2024.3450734 · 2024 · External reference
Learning prompt-enhanced context features for weakly-supervised video anomaly detection
10.1109/tip.2024.3451935 · 2024 · External reference
Attention-driven pseudo-label self-training for weakly supervised video anomaly detection
10.1016/j.patcog.2026.113349 · 2026 · External reference
10.1109/cvpr.2018.00684
10.1109/cvpr.2018.00684 · External reference
10.1109/iccv.2017.45
10.1109/iccv.2017.45 · External reference
Video anomaly detection with sparse coding inspired deep neural networks
10.1109/tpami.2019.2944377 · 2021 · External reference
Feature reconstruction with disruption for unsupervised video anomaly detection
10.1109/tmm.2024.3405716 · 2024 · External reference
10.1109/icip49359.2023.10222594
10.1109/icip49359.2023.10222594 · External reference
10.1109/cvpr42600.2020.01419
10.1109/cvpr42600.2020.01419 · External reference
10.1109/cvpr52688.2022.01433
10.1109/cvpr52688.2022.01433 · External reference
Contrastive attention for video anomaly detection
10.1109/tmm.2021.3112814 · 2022 · External reference
Dual memory units with uncertainty regulation for weakly supervised video anomaly detection
2023 · External reference
10.1109/iccv.2015.510
10.1109/iccv.2015.510 · External reference
10.1109/cvpr.2017.502
10.1109/cvpr.2017.502 · External reference
10.1109/cvpr52688.2022.00320
10.1109/cvpr52688.2022.00320 · External reference
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection
10.1016/j.imavis.2022.104391 · 2022 · External reference
10.1109/cvpr42600.2020.01219
10.1109/cvpr42600.2020.01219 · External reference
10.1109/icip.2019.8803657
10.1109/icip.2019.8803657 · External reference
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
10.1609/aaai.v38i6.28423 · 2024 · External reference
10.1109/icip49359.2023.10222289
10.1109/icip49359.2023.10222289 · External reference
10.1109/cvpr52729.2023.01561
10.1109/cvpr52729.2023.01561 · External reference
10.1109/iccv.2017.324
10.1109/iccv.2017.324 · External reference
Human-Scene Network: A novel baseline with self-rectifying loss for weakly supervised video anomaly detection
10.1016/j.cviu.2024.103955 · 2024 · External reference
Unresolved reference
External reference
10.2139/ssrn.5394368
10.2139/ssrn.5394368 · External reference
10.1109/cvpr52734.2025.02260
10.1109/cvpr52734.2025.02260 · External reference
VTD-CLIP: Video-to-Text Discretization via Prompting CLIP
10.1609/aaai.v40i16.38408 · 2026 · External reference
Attention is All You Need.
2017 · External reference
Image captioning: Transforming objects into words
2019 · External reference
Soft-label guided multi-granularity prompts learning for human-object interaction detection
10.1016/j.asoc.2026.114765 · 2026 · External reference
ASCFormer: an adaptive structure-aware cascaded transformer for 3D object detection
10.1109/tcsvt.2025.3612592 · 2026 · External reference
DeHub: Learning Hub-Resistant Representations for Text-Video Retrieval.
10.1145/3805622.3810620 · 2026 · External reference
UNITER: UNiversal Image-TExt Representation Learning
2020 · External reference
LXMERT: Learning Cross-Modality Encoder Representations from Transformers.
10.18653/v1/d19-1514 · 2019 · External reference
10.1109/cvpr46437.2021.00014
10.1109/cvpr46437.2021.00014 · External reference
10.1109/wacv.2018.00048
10.1109/wacv.2018.00048 · External reference
10.1109/cvpr52688.2022.01949
10.1109/cvpr52688.2022.01949 · External reference
10.1109/cvpr52729.2023.02251
10.1109/cvpr52729.2023.02251 · External reference
10.1109/cvpr52733.2024.01788
10.1109/cvpr52733.2024.01788 · External reference
Unresolved reference
External reference
10.1109/iccv.2019.00829
10.1109/iccv.2019.00829 · External reference
Scale-Aware Spatio-Temporal Relation Learning for Video Anomaly Detection.
10.1007/978-3-031-19772-7_20 · ExternalCitation · doi-reference
Soft-label guided multi-granularity prompts learning for human-object interaction detection
10.1016/j.asoc.2026.114765 · ExternalCitation · doi-reference
Human-Scene Network: A novel baseline with self-rectifying loss for weakly supervised video anomaly detection
10.1016/j.cviu.2024.103955 · ExternalCitation · doi-reference
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection
10.1016/j.imavis.2022.104391 · ExternalCitation · doi-reference
Attention-driven pseudo-label self-training for weakly supervised video anomaly detection
10.1016/j.patcog.2026.113349 · ExternalCitation · doi-reference
10.1109/cvpr.2017.502
10.1109/cvpr.2017.502 · ExternalCitation · doi-reference
10.1109/cvpr.2018.00678
10.1109/cvpr.2018.00678 · ExternalCitation · doi-reference
10.1109/cvpr.2018.00684
10.1109/cvpr.2018.00684 · ExternalCitation · doi-reference
10.1109/cvpr.2019.00133
10.1109/cvpr.2019.00133 · ExternalCitation · doi-reference
10.1109/cvpr42600.2020.01219
10.1109/cvpr42600.2020.01219 · ExternalCitation · doi-reference
10.1109/cvpr42600.2020.01419
10.1109/cvpr42600.2020.01419 · ExternalCitation · doi-reference
10.1109/cvpr46437.2021.00014
10.1109/cvpr46437.2021.00014 · ExternalCitation · doi-reference
10.1109/cvpr46437.2021.01379
10.1109/cvpr46437.2021.01379 · ExternalCitation · doi-reference
10.1109/cvpr52688.2022.00320
10.1109/cvpr52688.2022.00320 · ExternalCitation · doi-reference
10.1109/cvpr52688.2022.01433
10.1109/cvpr52688.2022.01433 · ExternalCitation · doi-reference
10.1109/cvpr52688.2022.01949
10.1109/cvpr52688.2022.01949 · ExternalCitation · doi-reference
10.1109/cvpr52729.2023.01561
10.1109/cvpr52729.2023.01561 · ExternalCitation · doi-reference
10.1109/cvpr52729.2023.02251
10.1109/cvpr52729.2023.02251 · ExternalCitation · doi-reference
10.1109/cvpr52733.2024.01788
10.1109/cvpr52733.2024.01788 · ExternalCitation · doi-reference
10.1109/cvpr52734.2025.02260
10.1109/cvpr52734.2025.02260 · ExternalCitation · doi-reference
10.1109/iccv.2015.510
10.1109/iccv.2015.510 · ExternalCitation · doi-reference
10.1109/iccv.2017.324
10.1109/iccv.2017.324 · ExternalCitation · doi-reference
10.1109/iccv.2017.45
10.1109/iccv.2017.45 · ExternalCitation · doi-reference
10.1109/iccv.2019.00829
10.1109/iccv.2019.00829 · ExternalCitation · doi-reference
10.1109/iccv48922.2021.00493
10.1109/iccv48922.2021.00493 · ExternalCitation · doi-reference
10.1109/icip.2019.8803657
10.1109/icip.2019.8803657 · ExternalCitation · doi-reference
10.1109/icip49359.2023.10222289
10.1109/icip49359.2023.10222289 · ExternalCitation · doi-reference
10.1109/icip49359.2023.10222594
10.1109/icip49359.2023.10222594 · ExternalCitation · doi-reference
BatchNorm-based weakly supervised video anomaly detection
10.1109/tcsvt.2024.3450734 · ExternalCitation · doi-reference
ASCFormer: an adaptive structure-aware cascaded transformer for 3D object detection
10.1109/tcsvt.2025.3612592 · ExternalCitation · doi-reference
Learning causal temporal relation and feature discrimination for anomaly detection
10.1109/tip.2021.3062192 · ExternalCitation · doi-reference
Learning prompt-enhanced context features for weakly-supervised video anomaly detection
10.1109/tip.2024.3451935 · ExternalCitation · doi-reference
Contrastive attention for video anomaly detection
10.1109/tmm.2021.3112814 · ExternalCitation · doi-reference
Abnormal Ratios Guided Multi-Phase Self-Training for Weakly-Supervised Video Anomaly Detection
10.1109/tmm.2023.3336576 · ExternalCitation · doi-reference
Feature reconstruction with disruption for unsupervised video anomaly detection
10.1109/tmm.2024.3405716 · ExternalCitation · doi-reference
Video anomaly detection with sparse coding inspired deep neural networks
10.1109/tpami.2019.2944377 · ExternalCitation · doi-reference
10.1109/wacv.2018.00048
10.1109/wacv.2018.00048 · ExternalCitation · doi-reference
10.1109/wacvw60836.2024.00029
10.1109/wacvw60836.2024.00029 · ExternalCitation · doi-reference
Exploring Background-bias for Anomaly Detection in Surveillance Videos.
10.1145/3343031.3350998 · ExternalCitation · doi-reference
DeHub: Learning Hub-Resistant Representations for Text-Video Retrieval.
10.1145/3805622.3810620 · ExternalCitation · doi-reference
Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection
10.1609/aaai.v36i2.20028 · ExternalCitation · doi-reference
MGFN: magnitude-contrastive glance-and-focus network for weakly-supervised video anomaly detection.
10.1609/aaai.v37i1.25112 · ExternalCitation · doi-reference
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
10.1609/aaai.v38i6.28423 · ExternalCitation · doi-reference
VTD-CLIP: Video-to-Text Discretization via Prompting CLIP
10.1609/aaai.v40i16.38408 · ExternalCitation · doi-reference
LXMERT: Learning Cross-Modality Encoder Representations from Transformers.
10.18653/v1/d19-1514 · ExternalCitation · doi-reference
10.2139/ssrn.5394368
10.2139/ssrn.5394368 · ExternalCitation · doi-reference
