awesome grounding: A curated list of research papers in visual grounding
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Updated
Apr 9, 2023
awesome grounding: A curated list of research papers in visual grounding
[ICCV2023] UniVTG: Towards Unified Video-Language Temporal Grounding
PG-Video-LLaVA: Pixel Grounding in Large Multimodal Video Models
Awesome papers & datasets specifically focused on long-term videos.
[CVPR2022] Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding
Official pytorch repository for CG-DETR "Correlation-guided Query-Dependency Calibration in Video Representation Learning for Temporal Grounding"
[CVPR20] Video Object Grounding using Semantic Roles in Language Description (https://arxiv.org/abs/2003.10606)
"Video Moment Retrieval from Text Queries via Single Frame Annotation" in SIGIR 2022.
Official Tensorflow Implementation of the AAAI-2020 paper "Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction"
Source code for "Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction"
Official pytorch implementation of "Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos"
Can I Trust Your Answer? Visually Grounded Video Question Answering (CVPR'24, Highlight)
Implementation of paper "Not All Frames Are Equal: Weakly-Supervised Video Grounding with Contextual Similarity and Visual Clustering Losses"
Official implementation for paper Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos
paper list on Video Moment Retrieval (VMR), or Natural Language Video Localization (NLVL), or Temporal Sentence Grounding in Videos (TSGV))
Scanning Only Once: An End-to-end Framework for Fast Temporal Grounding in Long Videos
Tensorflow Reproduction of the EMNLP-2018 paper "Temporally Grounding Natural Sentence in Video"
Pytorch implementation of the paper 'Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding' (AAAI2024).
[arXiv 23] Pytorch code for "Overcoming Weak Visual-Textual Alignment for Video Moment Retrieval"
Code for the paper Multimodal Dialogue State Tracking (NAACL22)
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