This is a curated list of audio-visual learning methods and datasets, based on our survey: <Learning in Audio-visual Context: A Review, Analysis, and New Perspective>. This list will continue to be updated, please feel free to nominate good related works with Pull Requests! [Website of Ou...
# Step4: Install the `libero` following [LIBERO](https://github.com/Lifelong-Robot-Learning/LIBERO)DatasetDownload the LIBERO dataset following LIBERO and put it in data/LIBERO/v0 Preprocess datasetpython src/rerender_libero.pyPretrained modelDownload the pretrained model following RoboFlamingo and ...
Project Homepage: https://gewu-lab.github.io/MUSIC-AVQA/ What's Audio-Visual Question Answering Task? We focus on audio-visual question answering (AVQA) task, which aims to answer questions regarding different visual objects, sounds, and their associations in videos. The problem requires compre...
https://gewu-lab.github.io/ 论文链接:https://arxiv.org/abs/2408.01366v2项目主页:https://gewu-lab.github.io/MS-Bot/代码链接:https://github.com/GeWu-Lab/MS-Bot视频介绍引言人类在与环境互动时展现出了令人惊叹的感官协调能力。以一位厨师为例,他不仅能够凭借直觉掌握食材添加的最佳时机,还能通过观...
项目主页:https://gewu-lab.github.io/stepping_stones/ 代码链接:https://github.com/GeWu-Lab/Stepping-Stone Background 视听语义分割(Audio-Visual Semantic Segmentation, AVSS)是一项复杂而具有挑战性的任务,要求模型同时建立视觉和听觉两个模态的精确对齐和对视听场景的语义理解。然而,我们发现,这种任务目标的...
.idea ckpt data dataset demo models utils .DS_Store LICENSE OGM_Sup.pdf README.md main.py Repository files navigation README MIT license Official OGM-GE in PyTorch Here is the official PyTorch implementation of OGM-GE proposed in ''Balanced Multimodal Learning via On-the-fly Gradient Modulation...
git clone https://github.com/GeWu-Lab/TSPM.git Download data MUSIC-AVQA: https://gewu-lab.github.io/MUSIC-AVQA/ AVQA: http://mn.cs.tsinghua.edu.cn/avqa/ Feature extraction cd feat_script/extract_clip_feat python extract_qst_ViT-L14@336px.py python extract_qaPrompt_ViT-L14@336px...
代码链接:https://github.com/GeWu-Lab/Diagnosing_Relearning_ECCV2024 模态内在局限性 在一般的多模态联合学习中,人们发现,由于模态之间在特性和信息量等方面存在差异,某些模态更容易被学习,导致模型在训练过程中对这些模态产生偏好,从而主导训练进程。这种情况使得其他模态未能得到充分学习,进而限制了多模态学习的整体...
The official repo for "Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes", ECCV 2024 Project Page Dataset Download >>> Introduction In this paper, we propose a pixel-level segmentation task called Referring Audio-Visual Segmentation (Ref-AVS), which requires the network to densely predi...
代码链接: github.com/GeWu-Lab/MS- 视频介绍 0 引言 人类在与环境互动时展现出了令人惊叹的感官协调能力。以一位厨师为例,他不仅能够凭借直觉掌握食材添加的最佳时机,还能通过观察食物的颜色变化、倾听烹饪过程中的声音以及嗅闻食物的香气来精准调控火候,从而无缝地完成烹饪过程中的每一个复杂阶段。在执行复杂且长...