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collaborative-experts:视频嵌入,可通过自然语言查询进行检索
共347个文件
json:238个
py:52个
txt:33个
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2021-05-02
19:27:27
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此仓库提供以下代码: TeachText利用来自多个文本编码器的补充提示,使用通用蒸馏设置()为检索模型提供增强的监督信号。 TeachText模型的文件和权重即将发布。 学习和评估视频文本联合嵌入以实现视频检索任务。 该方法在论文“使用现有资源:使用来自协作专家的表示的视频检索”中进行了描述(,) CVPR 2020五项全能挑战赛 要求:该代码假定使用PyTorch 1.4和Python 3.7(其他版本可能有效,但尚未经过测试)。 有关特定的软件包要求,请参见本文件末尾有关依赖性的部分。 教学文字 MSRVTT基准测试的TeachText结果 模型 分裂 任务 R @ 1 R @ 5 R @ 10 R @ 50 磁电阻 锰铁 几何 CE认证 满的 t2v 11.0 (0.0) 30.8 (0.1) 43.3 (0.3) 73.1 (0.2) 15.0 (0.0
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collaborative-experts:视频嵌入,可通过自然语言查询进行检索 (347个子文件)
.gitignore 846B
TeachText_method.jpg 86KB
results.json 238KB
results_teachText.json 238KB
experiments.json 13KB
base_config_queryd.json 12KB
base_config.json 12KB
searched-MoEE.json 10KB
searched-CE.json 10KB
base_config.json 9KB
data_loader_querydsegments.json 6KB
data_loader_youcook2.json 5KB
data_loader_queryd.json 5KB
data_loader_youcook2.json 5KB
text_embedding_models.json 3KB
data_loader_lsmdc.json 2KB
data_loader_lsmdc.json 2KB
data_loader_msrvtt.json 2KB
data_loader_msrvtt.json 2KB
data_loader_didemo.json 2KB
data_loader_didemo.json 2KB
data_loader_activity-net.json 2KB
data_loader_activity-net.json 2KB
data_loader_msvd.json 2KB
data_loader_msvd.json 2KB
train-full-moee.json 2KB
experiments_teachText.json 2KB
predictions.json 2KB
logger_config.json 869B
train-full-ce-w2v.json 828B
train-gpt2-xl-finetuned-mte-denoising-adam-less80.json 703B
base_mnnet.json 678B
train-gpt2-xl-finetuned-mte-denoising-adam-less100.json 645B
train-gpt2-xl-finetuned-mte-denoising-adam.json 643B
train-full-ce.json 619B
train-miech-miechfeats-moee.json 608B
yaspi_gpu_defaults.json 594B
train-gpt2-xl-finetuned-mte-adam.json 591B
train-gpt2-xl-finetuned-mte-adam.json 585B
train-gpt2-xl-finetuned-mte-adam.json 585B
train-gpt2-xl-finetuned-mte-adam.json 584B
train-gpt2-xl-finetuned-mte-adam.json 583B
train-full-ce-only-scene-inst-with-std.json 443B
train-full-ce-ghost.json 408B
train-miech-ce.json 387B
train-full-ce-ablation-restrict-captions-only-rgb.json 387B
train-miech-miechfeats-moee.json 385B
train-full-ce-ablation-restrict-captions-only-rgb.json 381B
train-full-ce-ablation-restrict-captions-only-rgb.json 381B
train-full-ce-ablation-restrict-captions-only-rgb.json 380B
train-full-ce-ablation-restrict-captions-only-rgb.json 379B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr-face.json 376B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr-face.json 371B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr-face.json 370B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr-face.json 369B
train-gpt2-xl-finetuned-denoising-adam.json 357B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr.json 356B
train-full-ce-refined.json 356B
train-gpt2-xl-finetuned-denoising-adam.json 355B
train-full-ce-only-scene-face-speech-audio-flow-rgb-inst-r2p1d.json 352B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr.json 351B
train-full-ce-refined.json 351B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr.json 350B
train-full-ce-refined.json 350B
train-full-ce-only-rgb-inst-scene-flow-audio-ocr-speech-r2p1d.json 350B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d-ocr.json 349B
train-full-ce-refined.json 349B
baseline-public-test.json 344B
baseline-public-test.json 340B
baseline-public-test.json 338B
baseline-public-test.json 338B
baseline-public-test.json 337B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d.json 337B
baseline-public-test.json 336B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d.json 332B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d.json 331B
train-full-ce-only-scene-speech-audio-flow-rgb-inst-r2p1d.json 330B
train-full-ce-only-scene-flow-rgb-inst-r2p1d-ocr-face.json 325B
train-gpt2-xl-finetuned-adam.json 323B
train-gpt2-xl-finetuned-adam.json 321B
train-full-mnnet.json 318B
train-full-ce-only-scene-face-speech-audio-flow-rgb-inst.json 317B
train-full-mnnet.json 309B
train-full-ce-only-scene-flow-rgb-inst-r2p1d-ocr.json 305B
train-full-ce-refined.json 305B
train-full-ce-only-scene-speech.json 302B
train-full-ce-only-scene-speech-audio-flow-rgb-inst.json 302B
train-full-ce-only-scene-speech-audio-flow-rgb-inst.json 297B
train-full-ce-only-scene-speech-audio-flow-rgb-inst.json 296B
train-full-ce-only-scene-speech-audio-flow-rgb-inst.json 295B
train-jsfusion-ce.json 289B
train-full-ce-only-scene.json 288B
train-full-ce-only-scene-flow-rgb-inst-r2p1d.json 286B
train-full-ce-only-scene.json 286B
train-full-ce-only-scene.json 281B
train-full-ce-only-scene.json 280B
train-full-ce-only-scene.json 280B
train-full-ce-only-scene.json 279B
train-miech-ce.json 278B
train-full-ce-only-scene.json 278B
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