Temporal Action Localization with Multi-granularity Feature Aggregation and Cross-level Boundary Modeling

TSC-Net for Weakly supervised timing action localization implementation code (pytorch version)

[AAAI-25]Code for SEAL

Code for “Training-Free Zero-Shot Temporal Action Detection with Vision-Language Models”

[NeurIPS 2021 Spotlight] Official implementation of Long Short-Term Transformer for Online Action Detection

Awesome weakly-supervised object localization, paper list, performance list. 2016-2025

[NeurIPS 2022] PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points

[ECCV 2022] Official Python implementation of BiB: Active Learning Strategies for Weakly-Supervised Object Detection.

A paper list of state-of-the-art weakly supervised object detection or localization.

A new open-set temporal action localization baseline will be made public in the current repository after the paper is accepted

Official Pytorch Implementation of 'BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos'

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

[ECCV 2024] Official PyTorch implementation of TC-CLIP "Leveraging Temporal Contextualization for Video Action Recognition"

VadCLIP official Pytorch implementation

official code for PseR: Pseudo-label Refinement for Point-Supervised Temporal Action Detection

Official Implementation of SnAG (CVPR 2024)

Official Pytorch Implementation of 'Weakly-supervised Temporal Action Localization by Uncertainty Modeling' (AAAI-21)

[ECCV 2022] Dual-Evidential Learning for Weakly-supervised Temporal Action Localization

[CVPR2021] CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning

A topic-centric list of HQ open datasets.

TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral