玉木研究室 - 論文紹介

論文紹介

不定期でオンライン論文読み会を行っています．詳しくはconnpassのページへ

2024/7/3

論文紹介：Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations論文紹介：Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations - Download as a PDF or view online for free

論文紹介：BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos論文紹介：BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos - Download as a PDF or view online for free

2024/6/19

論文紹介：A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models論文紹介：A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models - Download as a PDF or view online for free

論文紹介：Coarse-to-Fine Amodal Segmentation with Shape Prior論文紹介：Coarse-to-Fine Amodal Segmentation with Shape Prior - Download as a PDF or view online for free

論文紹介：Learning from One Continuous Video Stream論文紹介：Learning from One Continuous Video Stream - Download as a PDF or view online for free

2024/6/6

論文紹介：Deep Learning-Based Human Pose Estimation: A Survey論文紹介：Deep Learning-Based Human Pose Estimation: A Survey - Download as a PDF or view online for free

論文紹介：A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future論文紹介：A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future - Download as a PDF or view online for free

2024/5/30

論文紹介：Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation論文紹介：Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation - Download as a PDF or view online for free

論文紹介：Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers論文紹介：Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers - Download as a PDF or view online for free

論文紹介：When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation論文紹介：When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation - Download as a PDF or view online for free

2024/5/16

論文紹介：Deep Occlusion-Aware Instance Segmentation With Overlapping BiLayers論文紹介：Deep Occlusion-Aware Instance Segmentation With Overlapping BiLayers - Download as a PDF or view online for free

論文紹介：ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation論文紹介：ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation - Download as a PDF or view online for free

論文紹介：ArcFace: Additive Angular Margin Loss for Deep Face Recognition論文紹介：ArcFace: Additive Angular Margin Loss for Deep Face Recognition - Download as a PDF or view online for free

2024/5/02

論文紹介：Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding論文紹介：Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding - Download as a PDF or view online for free

論文紹介：Selective Structured State-Spaces for Long-Form Video Understanding論文紹介：Selective Structured State-Spaces for Long-Form Video Understanding - Download as a PDF or view online for free

2024/4/18

論文紹介：Automated Classification of Model Errors on ImageNet論文紹介：Automated Classification of Model Errors on ImageNet - Download as a PDF or view online for free

論文紹介：Semantic segmentation using Vision Transformers: A survey論文紹介：Semantic segmentation using Vision Transformers: A survey - Download as a PDF or view online for free

論文紹介：Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers論文紹介：Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers - Download as a PDF or view online for free

論文紹介：Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators論文紹介：Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators - Download as a PDF or view online for free

2024/3/25

論文紹介：MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition論文紹介：MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition - Download as a PDF or view online for free

論文紹介：Tracking Anything with Decoupled Video Segmentation論文紹介：Tracking Anything with Decoupled Video Segmentation - Download as a PDF or view online for free

論文紹介：MOSE: A New Dataset for Video Object Segmentation in Complex Scenes論文紹介：MOSE: A New Dataset for Video Object Segmentation in Complex Scenes - Download as a PDF or view online for free

2023/1/11

論文紹介：Real-Time Evaluation in Online Continual Learning: A New Hope論文紹介：Real-Time Evaluation in Online Continual Learning: A New Hope - Download as a PDF or view online for free

論文紹介：Multitask Vision-Language Prompt Tuning論文紹介：Multitask Vision-Language Prompt Tuning - Download as a PDF or view online for free

論文紹介：PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation論文紹介：PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation - Download as a PDF or view online for free

論文紹介：MovieCLIP: Visual Scene Recognition in Movies論文紹介：MovieCLIP: Visual Scene Recognition in Movies - Download as a PDF or view online for free

2023/11/30

論文紹介：Efficient Video Action Detection with Token Dropout and Context Refinement論文紹介：Efficient Video Action Detection with Token Dropout and Context Refinement - Download as a PDF or view online for free

論文紹介：Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action Localization論文紹介：Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action Localization - Download as a PDF or view online for free

論文紹介：Vision Transformer Adapter for Dense Predictions論文紹介：Vision Transformer Adapter for Dense Predictions - Download as a PDF or view online for free

論文紹介：Revealing the unseen: Benchmarking video action recognition under occlusion論文紹介：Revealing the unseen: Benchmarking video action recognition under occlusion - Download as a PDF or view online for free

論文紹介：Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving論文紹介：Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving - Download as a PDF or view online for free

論文紹介：Spatio-Temporal Action Detection Under Large Motion論文紹介：Spatio-Temporal Action Detection Under Large Motion - Download as a PDF or view online for free

論文紹介：MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition論文紹介：MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition - Download as a PDF or view online for free

論文紹介：Discovering Universal Geometry in Embeddings with ICA論文紹介：Discovering Universal Geometry in Embeddings with ICA - Download as a PDF or view online for free

2023/10/30

論文紹介：Masked Vision and Language Modeling for Multi-modal Representation Learning論文紹介：Masked Vision and Language Modeling for Multi-modal Representation Learning - Download as a PDF or view online for free

論文紹介：Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval論文紹介：Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval - Download as a PDF or view online for free

論文紹介：Noise-Aware Learning from Web-Crawled Image-Text Data for Image Captioning論文紹介：Noise-Aware Learning from Web-Crawled Image-Text Data for Image Captioning - Download as a PDF or view online for free

論文紹介：ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models論文紹介：ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models - Download as a PDF or view online for free

論文紹介：Video Test-Time Adaptation for Action Recognition論文紹介：Video Test-Time Adaptation for Action Recognition - Download as a PDF or view online for free

論文紹介：Transferable Decoding with Visual Entities for Zero-Shot Image Captioning論文紹介：Transferable Decoding with Visual Entities for Zero-Shot Image Captioning - Download as a PDF or view online for free

2023/09/27

論文紹介：STMixer: A One-Stage Sparse Action Detector論文紹介：STMixer: A One-Stage Sparse Action Detector - Download as a PDF or view online for free

論文紹介：OneFormer: One Transformer To Rule Universal Image Segmentation論文紹介：OneFormer: One Transformer To Rule Universal Image Segmentation - Download as a PDF or view online for free

論文紹介：InternVideo: General Video Foundation Models via Generative and Discriminative Learning論文紹介：InternVideo: General Video Foundation Models via Generative and Discriminative Learning - Download as a PDF or view online for free

2023/06/30

論文紹介：Learning With Neighbor Consistency for Noisy LabelsLearning With Neighbor Consistency for Noisy Labels Ahmet Iscen, Jack Valmadre, Anurag Arnab, Cordelia Schmid, CVPR2022 橋口凌大（名工大） 2023/6/30 概要 nノイズの多いラベルからの学習...

論文紹介：Parameter-Efficient Transfer Learning for NLPParameter-Efficient Transfer Learning for NLP Neil Houlsby, Andrei Giurgiu, Stanisław Jastrzebski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona...

論文紹介：Temporal Sentence Grounding in Videos: A Survey and Future DirectionsTemporal Senctence Grounding in Videos: A Survey and Future Direction Hao Zhang, Aixin Sun, Wei Jing, and Joey Tianyi Zhou TPAMI 仁田智也（名工大）概要 nTemporal Senten...

2023/06/08

論文紹介：DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object DetectionDINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heu...

論文紹介：Temporal Action Segmentation From Timestamp SupervisionTemporal Action Segmentation From Timestamp Supervision Zhe Li, Yazan Abu Farha, Jurgen Gall CVPR2021 加藤樹（名工大玉木研） 2023/6/8 研究概要 nTemoral Action Segmentation (...

論文紹介：Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video LearningRethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning AJ Piergiovanni, Weicheng Kuo, Anelia Angelova arXiv2022 2023/6/8 ◼Vision Transfo...

論文紹介：End-to-End Spatio-Temporal Action Localisation with Video TransformersEnd-to-End Spatio-Temporal Action Localisation with Video Transformers Alexey Gritsenko, Xuehan Xiong, Josip Djologna, Mostafa Dehghani, Chen Sun, Mario Luci c...

論文紹介：Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web VideosLook for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web Videos Tomas Soucek, Jean-Baptiste Alayrac, Antoine Miech, Ivan Lapt...

論文紹介：Video Panoptic SegmentationVideo Panoptic Segmentation Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon CVPR2020 水野翼（名工大玉木研） 2023/6/8 概要 n目的 • 画像領域におけるパノプティックセグメンテーションの概念をビデオ領域にも拡張...

論文紹介：Flamingo: a Visual Language Model for Few-Shot Learning🦩 Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc,...

論文紹介：LVIS: A Dataset for Large Vocabulary Instance SegmentationLVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta, Piotr Dollar, Ross Girshick, CVPR2019 2023/06/08 ◼LVIS dataset • Instance segmentation...

論文紹介：VLP: A Survey on Vision-Language Pre-trainingVLP: A Survey on Vision- Language Pre-training Feilong Chen, Duzhen Zhang, Minglun Han, Xiuyi Chen, Jing Shi, Shuang Xu, Bo Xu, MIR 2023 福沢匠（名工大玉木研） 2023/6/8 ...

2023/05/11

論文紹介：End-to-End Object Detection with TransformersEnd-to-End Object Detection with Transformers 2023/5/11 ◼ DETR (DEtection TRansformer) ◼ ◼End-to-end • ◼ • NMS • Non-Maximum Suppression (NMS) • Bounding box...

論文紹介：Is Space-Time Attention All You Need for Video Understanding?Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius, Heng Wang, Lorenzo Torresani, ICML2021 2023/5/11 ◼Transformer : TimeSformer • •...

論文紹介：Zero-Shot Video Question Answering via Frozen Bidirectional Language ModelsZero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid, NeurIPS2022...

論文紹介：A Survey of Vision-Language Pre-Trained ModelsA Survey of Vision-Language Pre-Trained Models Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao, IJCAI2022 福沢匠（名工大玉木研） 2023/5/11 概要 nPre-Trained Models • 巨大なモデル...

論文紹介：Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering TransformersUnsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers Tsung-Wei Ke, Jyh-Jing Hwang, Yunhui Guo, Xudong Wang...

論文紹介：Temporal Action Segmentation: An Analysis of Modern TechniquesTemporal Action Segmentation: An Analysis of Modern Techniques Guodong Ding, Fadime Sener, and Angela Yao arXiv2022 加藤樹，神谷広大（名工大玉木研） 2023/5/11 Introduction nT...

論文紹介：The Cityscapes Dataset for Semantic Urban Scene UnderstandingThe Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, ...

2023/04/06

論文紹介：Transformers in Action: Weakly Supervised Action SegmentationJohn Ridley, Huseyin Coskun, David Joseph Tan, Nassir Navab, Federico Tombari, "Transformers in Action: Weakly Supervised Action Segmentation" arXiv2022 https:…

論文紹介：Human Hands As Probes for Interactive Object UnderstandingMohit Goyal, Sahil Modi, Rishabh Goyal, Saurabh Gupta, "Human Hands As Probes for Interactive Object Understanding" CVPR2022 https://openaccess.thecvf.com/cont…

論文紹介：DramaQA: Character-Centered Video Story Understanding with Hiera…Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Minsu Lee, Byoung-Tak Zhang, "DramaQA: Character-Centered Video Story Understanding with H…

論文紹介：Rethinking Zero-shot Video Classification: End-to-end Training f…Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka, "Rethinking Zero-shot Video Classification: End-to-end Training for Realistic …

論文紹介：Omnivore: A Single Model for Many Visual ModalitiesRohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra, "Omnivore: A Single Model for Many Visual Modalities" CVPR2022 h…

論文紹介：Beyond Short Clips: End-to-End Video-Level Learning With Collabo…Xitong Yang, Haoqi Fan, Lorenzo Torresani, Larry S. Davis, Heng Wang, "Beyond Short Clips: End-to-End Video-Level Learning With Collaborative Memories" CVPR202…

論文紹介：Panoptic-aware Image-to-Image TranslationLiyun Zhang, Photchara Ratsamee, Bowen Wang, Zhaojie Luo, Yuki Uranishi, Manabu Higashida, Haruo Takemura, "Panoptic-aware Image-to-Image Translation" WACV2023…

論文紹介：Multimodal Learning with Transformers: A SurveyPeng Xu, Xiatian Zhu, David A. Clifton, "Multimodal Learning with Transformers: A Survey" arXiv2022 https://arxiv.org/abs/2206.06488

2022/11/25

論文紹介：Learn2Augment: Learning to Composite Videos for Data Augmentatio…Shreyank N Gowda, Marcus Rohrbach, Frank Keller, Laura Sevilla-Lara, "Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition" …

論文紹介：Deep Mutual LearningYing Zhang, Tao Xiang, Timothy M. Hospedales, Huchuan Lu, "Deep Mutual Learning" CVPR2018 https://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Deep_Mutua…

論文紹介：Towards Robust Adaptive Object Detection Under Noisy AnnotationsXinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan, "Towards Robust Adaptive Object Detection Under Noisy Annotations" CVPR2022 https://openaccess.thecvf…

論文紹介：TubeDETR: Spatio-Temporal Video Grounding With TransformersAntoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid, "TubeDETR: Spatio-Temporal Video Grounding With Transformers" CVPR2022 https://openacce…

2022/11/11

文献紹介：PolyViT: Co-training Vision Transformers on Images, Videos and A…Valerii Likhosherstov, Anurag Arnab, Krzysztof Choromanski, Mario Lucic, Yi Tay, Adrian Weller, Mostafa Dehghani, "PolyViT: Co-training Vision Transformers on …

文献紹介：VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Und…Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer, "VideoCLIP: Contrastive Pre-train…

文献紹介：Multi-dataset Training of Transformers for Robust Action Recogni…Junwei Liang, Enwei Zhang, Jun Zhang, Chunhua Shen, "Multi-dataset Training of Transformers for Robust Action Recognition" NeurIPS2022 https://arxiv.org/abs/22…

文献紹介：Length-Controllable Image CaptioningChaorui Deng, Ning Ding, Mingkui Tan, Qi Wu, "Length-Controllable Image Captioning" ECCV2020 https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2035_ECCV_2…

2022/10/28

文献紹介：Temporal Convolutional Networks for Action Segmentation and Dete…Colin Lea, Michael D. Flynn, Rene Vidal, Austin Reiter, Gregory D. Hager, "Temporal Convolutional Networks for Action Segmentation and Detection", CVPR2017 htt…

文献紹介：Unsupervised Domain Adaptation for Spatio-Temporal Action Locali…Nakul Agarwal, Yi-Ting Chen, Behzad Dariush and Ming-Hsuan Yang, "Unsupervised Domain Adaptation for Spatio-Temporal Action Localization", BMVC2020 https://www…

文献紹介：Toward Multimodal Image-to-Image TranslationJun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman, "Toward Multimodal Image-to-Image Translation", NeurIPS…

文献紹介：Learning From Noisy Labels With Deep Neural Networks: A SurveyH. Song, M. Kim, D. Park, Y. Shin and J. -G. Lee, "Learning From Noisy Labels With Deep Neural Networks: A Survey", in IEEE Transactions on Neural Networks and…

2022/10/14

文献紹介：Elaborative Rehearsal for Zero-Shot Action RecognitionShizhe Chen, Dong Huang, "Elaborative Rehearsal for Zero-Shot Action Recognition", Proceedings of the IEEE/CVF International Conference on Computer Vision (ICC…

文献紹介：Temporal Alignment Networks for Long-Term VideoTengda Han, Weidi Xie, Andrew Zisserman, "Temporal Alignment Networks for Long-Term Video", Proceedings of the IEEE/CVF Conference on Computer Vision and Patte…

文献紹介：Multi-Task Learning for Dense Prediction Tasks: A SurveySimon Vandenhende, Stamatios Georgoulis, Wouter Van Gansbeke, Marc Proesmans, Dengxin Dai, Luc Van Gool, "Multi-Task Learning for Dense Prediction Tasks: A Sur…

文献紹介：Omnivore: A Single Model for Many Visual ModalitiesRohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra, "Omnivore: A Single Model for Many Visual Modalities", Proceedin…

2022/06/17

Activity-Net Challenge 2021の紹介Activity-Net Challenge 2021の紹介 http://activity-net.org http://activity-net.org/challenges/2021/index.html http://activity-net.org/challenges/2022/index.html

文献紹介：A Survey of Deep Learning-Based Object DetectionLicheng Jiao, Fan Zhang, Fang Liu, Shuyuan Yang, Lingling Li, Zhixi Feng, Rong Qu, "A Survey of Deep Learning-Based Object Detection", IEEE Access, Vol.7, pp. …

文献紹介：Image Segmentation Using Deep Learning: A SurveyShervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos, Image Segmentation Using Deep Learning: A Survey, IEEE Tran…

文献紹介：Image-to-Image Translation: Methods and ApplicationsYingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen, Image-to-Image Translation: Methods and Applications, IEEE Transactions on Multimedia, doi: 10.1109/TMM.2021.31…

文献紹介：YOLO series：v1-v5, X, F, and YOWO20220617_You_Only_Look_Once_Series.pdf You Only Look Once: Unified, Real-Time Object Detection https://www.cv-foundation.org/openaccess/content_cvpr_2016/html/…

2022/04/15

文献紹介：EfficientDet: Scalable and Efficient Object DetectionMingxing Tan, Ruoming Pang, Quoc V. Le; EfficientDet: Scalable and Efficient Object Detection, Proceedings of the IEEE/CVF Conference on Computer Vision and Pa…

文献紹介：Learning Motion-Appearance Co-Attention for Zero-Shot Video Obje…Shu Yang, Lu Zhang, Jinqing Qi, Huchuan Lu, Shuo Wang, Xiaoxing Zhang; Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation, Proceed…

文献紹介：Spatially-Adaptive Pixelwise Networks for Fast Image TranslationTamar Rott Shaham, Michael Gharbi, Richard Zhang, Eli Shechtman, Tomer Michaeli; Spatially-Adaptive Pixelwise Networks for Fast Image Translation, Proceedings …

文献紹介：You Only Look Once: Unified, Real-Time Object DetectionJoseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi; You Only Look Once: Unified, Real-Time Object Detection, Proceedings of the IEEE Conference on Comp…

文献紹介：Swin Transformer: Hierarchical Vision Transformer Using Shifted …Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo; Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows…

文献紹介：Video Description: A Survey of Methods, Datasets, and Evaluation…Nayyer Aafaq, Ajmal Mian, Wei Liu, Syed Zulqarnain Gilani, and Mubarak Shah. 2019. Video Description: A Survey of Methods, Datasets, and Evaluation Metrics. AC…

文献紹介：Simpler Is Better: Few-Shot Semantic Segmentation With Classifie…Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang; Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer, Proceedi…

2021/12/16

文献紹介：Adversarial Cross-Domain Action Recognition with Co-AttentionBoxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles, Adversarial Cross-Domain Action Recognition with Co-Attention, AAAI2020. https://doi.org/10.1609/aa…

文献紹介：Extreme Low-Resolution Activity Recognition Using a Super-Resolu…Mingzheng Hou, Song Liu, Jiliu Zhou, Yi Zhang, Ziliang Feng, Extreme Low-Resolution Activity Recognition Using a Super-Resolution-Oriented Generative Adversari…

文献紹介：2D or not 2D? Adaptive 3D Convolution Selection for Efficient Vi…Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis; 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition, Proceedings of the…

文献紹介：Rethinking Data Augmentation for Image Super-resolution: A Compr…Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn; Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy, Proceedings of th…

文献紹介：Token Shift Transformer for Video ClassificationHao Zhang, Yanbin Hao, Chong-Wah Ngo, Token Shift Transformer for Video Classification, ACM MM '21: Proceedings of the 29th ACM International Conference on Mul…

2021/12/3

文献紹介： Shuffle and Attend: Video Domain AdaptationJinwoo Choi, Gaurav Sharma, Samuel Schulter, Jia-Bin Huang, Shuffle and Attend: Video Domain Adaptation, ECCV2020. https://www.ecva.net/papers/eccv_2020/papers…

文献紹介：TinyVIRAT: Low-resolution Video Action RecognitionUgur Demir, Yogesh S Rawat, Mubarak Shah, TinyVIRAT: Low-resolution Video Action Recognition, ICPR2021, pp. 7387-7394 doi: 10.1109/ICPR48806.2021.9412541 https…

文献紹介：CutDepth: Edge-aware Data Augmentation in Depth EstimationCutDepth:Edge-aware Data Augmentation in Depth Estimation, arXiv:2107.07684 https://arxiv.org/abs/2107.07684

文献紹介：Deep Analysis of CNN-Based Spatio-Temporal Representations for A…Chun-Fu Richard Chen, Rameswar Panda, Kandan Ramakrishnan, Rogerio Feris, John Cohn, Aude Oliva, Quanfu Fan; Deep Analysis of CNN-Based Spatio-Temporal Represe…

文献紹介：Video Transformer NetworkDaniel Neimark, Omri Bar, Maya Zohar, Dotan Asselmann; Video Transformer Network, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV…

2021/11/19

文献紹介：VideoMix: Rethinking Data Augmentation for Video ClassificationSangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Jinhyung Kim, VideoMix: Rethinking Data Augmentation for Video Classification, arXiv:2012.03457 https:/…

文献紹介：An Image is Worth 16x16 Words: Transformers for Image Recognitio…Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, …

文献紹介：Why do deep convolutional networks generalize so poorly to small…Aharon Azulay, Yair Weiss, Why do deep convolutional networks generalize so poorly to small image transformations?, JMLR 20(184):1−25, 2019. https://jmlr.org/p…

文献紹介：RESOUND: Towards Action Recognition without Representation BiasYingwei Li, Yi Li, Nuno Vasconcelos; RESOUND: Towards Action Recognition without Representation Bias, Proceedings of the European Conference on Computer Vision…

文献紹介：Tell Me Where to Look: Guided Attention Inference NetworkKunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu; Tell Me Where to Look: Guided Attention Inference Network, Proceedings of the IEEE Conference on Comp…

2021/11/05

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