This is the code repo for the paper VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models (CVPR 2025).
☆71Feb 18, 2026Updated last month
Alternatives and similar repositories for VERA
Users that are interested in VERA are comparing it to the libraries listed below
Sorting:
- Examples of Verbalized Machine Learning (VML)☆16Mar 16, 2025Updated last year
- Official implementation of "Harnessing Large Language Models for Training-free Video Anomaly Detection", CVPR 2024☆134Jul 15, 2024Updated last year
- [NeurIPS 24] Implementation of "Advancing Video Anomaly Detection: A Concise Review and a New Dataset".☆21Apr 16, 2025Updated 11 months ago
- ☆30Jul 18, 2025Updated 8 months ago
- Official repository of "TDSD: Text-Driven Scene-Decoupled Weakly Supervised Video Anomaly Detection"☆11May 25, 2025Updated 9 months ago
- Official implementation of "Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM"☆151Mar 22, 2025Updated 11 months ago
- Official code for AAAI2023 paper "Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection"☆87Jan 6, 2025Updated last year
- Official code for "Learning Prompt-Enhanced Context features for Weakly-Supervised Video Anomlay Detection" (IEEE-TIP)☆103Aug 23, 2024Updated last year
- [CVPR 2025 Highlight] Official implementation of "Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity"☆127Mar 25, 2025Updated 11 months ago
- Official implementation of "Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection"☆25Nov 6, 2024Updated last year
- Implementation of "CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection" (ICIP 2023)☆42Jul 13, 2024Updated last year
- [WACV 2026] PyTorch Implementation of the Paper 'AnyAnomaly': Official Version☆65Feb 27, 2026Updated 3 weeks ago
- Official code for "FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation"☆15Jul 13, 2024Updated last year
- ☆64Oct 27, 2023Updated 2 years ago
- 🔥[NeurIPS 2024] Official Implementation of Hawk: Learning to Understand Open-World Video Anomalies☆224Apr 14, 2025Updated 11 months ago
- ☆16May 12, 2025Updated 10 months ago
- Awesome Video Anomaly Detection☆111Aug 15, 2025Updated 7 months ago
- Official implementation of "Delving into CLIP latent space for Video Anomaly Recognition", CVIU 2024☆96Sep 27, 2025Updated 5 months ago
- Official Implementation of Nabla-GFlowNet (ICLR 2025)☆28May 3, 2025Updated 10 months ago
- Pytorch code for ECCVW 2022 paper "Consistency-based Self-supervised Learning for Temporal Anomaly Localization"☆14Jul 9, 2024Updated last year
- Accompanying code for the ICCV2025 paper "MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Sh…☆53Feb 24, 2026Updated 3 weeks ago
- ☆57Nov 28, 2024Updated last year
- [CVPR 2023] Official code for paper: Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detecti…☆30Jun 23, 2023Updated 2 years ago
- Official project page of the paper "Towards Surveillance Video-and-Language Understanding: New Dataset, Baselines, and Challenges" (Accep…☆73Apr 30, 2024Updated last year
- A curated list of papers & resources on anomaly detection foundation models using large language model, vision-language model, graph foun…☆160Feb 10, 2026Updated last month
- A curated collection of papers, code, datasets, and utilities for Video Anomaly Detection, updated every Friday.☆140Jul 24, 2025Updated 7 months ago
- Implementation for paper "Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Model"☆104Dec 16, 2024Updated last year
- VadCLIP official Pytorch implementation☆205Mar 10, 2024Updated 2 years ago
- PyTorch code for AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning☆24Mar 22, 2025Updated last year
- Official implementation for ECCV paper "Towards Open Set Video Anomaly Detection"☆16Feb 11, 2023Updated 3 years ago
- A minimal re-implementation of orthogonal fine-tuning (OFT), a diffusion method, for LLMs. Based on nanoGPT and minLoRA.☆14Nov 17, 2023Updated 2 years ago
- The official implementation of “One-for-More: Continual Diffusion Model for Anomaly Detection” (CVPR2025)☆58May 7, 2025Updated 10 months ago
- Overlooked Video Classification in Video Anomaly Detection☆19Oct 17, 2022Updated 3 years ago
- (CVPR2025) the code of "Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection"☆66Jun 23, 2025Updated 8 months ago
- A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection☆21May 18, 2024Updated last year
- The code of Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection☆24Nov 23, 2022Updated 3 years ago
- [CVPR2024] The official implementation of AdaTAD: End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames☆40Jul 9, 2024Updated last year
- ☆26Oct 10, 2022Updated 3 years ago
- The official implementation of "Divergence of Features and Mean: A BatchNorm-based Abnormality Criterion for Weakly Supervised Video Anom…☆65Nov 30, 2023Updated 2 years ago