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FightingCV Paper Reading
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xmu-xiaoma666 committed Sep 7, 2022
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- [ECCV2022 Oral | 任务范式大统一,微软提出UniTAB用Seq2Seq模式统一多模态任务!](https://mp.weixin.qq.com/s/8eZUbDc3f02_C0AeNEuNdA)
[【UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling】](https://arxiv.org/abs/2111.12085)

- [ECCV2022 Oral | MaskCLIP](https://mp.weixin.qq.com/s/zclNaZOR5JTQAutSA1sPAQ)
[【Extract Free Dense Labels from CLIP】](https://arxiv.org/abs/2112.01071)

- [ECCV2022|合工大&商汤&澳国大提出新任务和数据集,用于分割视频中发出声音的物体!](https://mp.weixin.qq.com/s/2UMHCdLVXFjx1rwoTm5D8A)
[【Audio−Visual Segmentation】](https://arxiv.org/pdf/2207.05042.pdf)

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[【PnP-DETR: Towards Efficient Visual Analysis with Transformers】](https://arxiv.org/abs/2109.07036)



- [ICCV2021-还在用大量数据暴力train模型?主动学习,教你选出数据集中最有价值的样本](https://zhuanlan.zhihu.com/p/420756941)
[【Active Learning for Deep Object Detection via Probabilistic Modeling】](https://arxiv.org/abs/2103.16130)




- [ICCV2021-比MoCo更通用的对比学习范式,中科大&MSRA提出对比学习新方法MaskCo](https://zhuanlan.zhihu.com/p/4209392131)
[【Self-Supervised Visual Representations Learning by Contrastive Mask Prediction】](https://arxiv.org/abs/2108.07954)

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[【Learning to Prompt for Vision-Language Models】](https://arxiv.org/abs/2109.01134)



- [深度神经网络其实并不需要那么深!普林斯顿大学&Intel提出ParNet,12层的网络就能达到80%以上的准确率!](https://zhuanlan.zhihu.com/p/429732072)
[【Non-deep Networks】](https://arxiv.org/abs/2110.07641)

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