{"total":60,"rows":[{"id":"2104.11227","title":"Multiscale Vision Transformers","created":"2021-04-22","cited_by_count":897,"area":null},{"id":"2112.01526","title":"MViTv2: Improved Multiscale Vision Transformers for Classification and Detection","created":"2021-12-02","cited_by_count":519,"area":null},{"id":"2111.07624","title":"Attention Mechanisms in Computer Vision: A Survey","created":"2021-11-15","cited_by_count":232,"area":null},{"id":"2201.08383","title":"MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition","created":"2022-01-20","cited_by_count":189,"area":null},{"id":"2103.11511","title":"MoViNets: Mobile Video Networks for Efficient Video Recognition","created":"2021-03-21","cited_by_count":135,"area":null},{"id":"2104.09496","title":"Temporal Query Networks for Fine-grained Video Understanding","created":"2021-04-19","cited_by_count":68,"area":null},{"id":"2103.16775","title":"Attention, please! A survey of Neural Attention Models in Deep Learning","created":"2021-03-31","cited_by_count":51,"area":null},{"id":"2112.03596","title":"E$^2$(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition","created":"2021-12-07","cited_by_count":50,"area":null},{"id":"2102.08820","title":"Crop mapping from image time series: deep learning with multi-scale label hierarchies","created":"2021-02-17","cited_by_count":42,"area":null},{"id":"2110.00111","title":"Deep Learning-based Action Detection in Untrimmed Videos: A Survey","created":"2021-09-30","cited_by_count":32,"area":null},{"id":"2104.00315","title":"Unsupervised Sound Localization via Iterative Contrastive Learning","created":"2021-04-01","cited_by_count":28,"area":null},{"id":"2201.04388","title":"OCSampler: Compressing Videos to One Clip with Single-step Sampling","created":"2022-01-12","cited_by_count":23,"area":null},{"id":"2204.03101","title":"Hierarchical Self-supervised Representation Learning for Movie Understanding","created":"2022-04-06","cited_by_count":19,"area":null},{"id":"2211.14053","title":"Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization","created":"2022-11-25","cited_by_count":19,"area":null},{"id":"2109.13227","title":"TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device","created":"2021-09-27","cited_by_count":17,"area":null},{"id":"2203.08897","title":"Gate-Shift-Fuse for Video Action Recognition","created":"2022-03-16","cited_by_count":15,"area":null},{"id":"2109.00020","title":"Working Memory Connections for LSTM","created":"2021-08-31","cited_by_count":10,"area":null},{"id":"2208.09424","title":"Hierarchical Compositional Representations for Few-shot Action Recognition","created":"2022-08-19","cited_by_count":10,"area":null},{"id":"2210.14714","title":"TAMFormer: Multi-Modal Transformer with Learned Attention Mask for Early Intent Prediction","created":"2022-10-26","cited_by_count":9,"area":null},{"id":"2209.12797","title":"Rethinking Resolution in the Context of Efficient Video Recognition","created":"2022-09-26","cited_by_count":8,"area":null},{"id":"2210.02995","title":"Compressed Vision for Efficient Video Understanding","created":"2022-10-06","cited_by_count":8,"area":null},{"id":"2103.11313","title":"PGT: A Progressive Method for Training Models on Long Videos","created":"2021-03-21","cited_by_count":7,"area":null},{"id":"2106.06736","title":"Multi-level Attention Fusion Network for Audio-visual Event Recognition","created":"2021-06-12","cited_by_count":7,"area":null},{"id":"2107.05202","title":"Delta Sampling R-BERT for limited data and low-light action recognition","created":"2021-07-12","cited_by_count":7,"area":null},{"id":"2208.07929","title":"ViT-ReT: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos","created":"2022-08-16","cited_by_count":7,"area":null},{"id":"2311.18592","title":"Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models","created":"2023-11-30","cited_by_count":7,"area":"mllm"},{"id":"2102.08065","title":"Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries","created":"2021-02-16","cited_by_count":6,"area":null},{"id":"2104.08665","title":"Higher Order Recurrent Space-Time Transformer for Video Action Prediction","created":"2021-04-17","cited_by_count":6,"area":null},{"id":"2210.08164","title":"Linear Video Transformer with Feature Fixation","created":"2022-10-15","cited_by_count":6,"area":null},{"id":"2106.08318","title":"Gradient Forward-Propagation for Large-Scale Temporal Video Modelling","created":"2021-06-15","cited_by_count":5,"area":null},{"id":"2206.12914","title":"Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange","created":"2022-06-26","cited_by_count":5,"area":null},{"id":"2407.06162","title":"RNNs, CNNs and Transformers in Human Action Recognition: A Survey and a Hybrid Model","created":"2024-06-02","cited_by_count":5,"area":null},{"id":"2112.01038","title":"Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips","created":"2021-12-02","cited_by_count":4,"area":null},{"id":"2405.06574","title":"Deep video representation learning: a survey","created":"2024-05-10","cited_by_count":4,"area":null},{"id":"2410.21275","title":"Enhancing Action Recognition by Leveraging the Hierarchical Structure of Actions and Textual Context","created":"2024-10-28","cited_by_count":4,"area":null},{"id":"2104.14131","title":"Actor-centered Representations for Action Localization in Streaming Videos","created":"2021-04-29","cited_by_count":3,"area":null},{"id":"2107.00451","title":"VideoLightFormer: Lightweight Action Recognition using Transformers","created":"2021-07-01","cited_by_count":3,"area":null},{"id":"2208.12257","title":"Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling","created":"2022-08-25","cited_by_count":3,"area":null},{"id":"2302.01921","title":"Transformers in Action Recognition: A Review on Temporal Modeling","created":"2022-12-29","cited_by_count":3,"area":null},{"id":"2104.09760","title":"HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition","created":"2021-04-20","cited_by_count":2,"area":null},{"id":"2207.05331","title":"Robotic Detection of a Human-Comprehensible Gestural Language for Underwater Multi-Human-Robot Collaboration","created":"2022-07-12","cited_by_count":2,"area":null},{"id":"2209.07474","title":"On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition","created":"2022-09-15","cited_by_count":2,"area":null},{"id":"2109.02137","title":"Efficient Action Recognition Using Confidence Distillation","created":"2021-09-05","cited_by_count":1,"area":null},{"id":"2201.00467","title":"maskGRU: Tracking Small Objects in the Presence of Large Background Motions","created":"2022-01-03","cited_by_count":1,"area":null},{"id":"2208.05034","title":"Human Activity Recognition Using Cascaded Dual Attention CNN and Bi-Directional GRU Framework","created":"2022-08-09","cited_by_count":1,"area":null},{"id":"2212.08830","title":"Inductive Attention for Video Action Anticipation","created":"2022-12-17","cited_by_count":1,"area":null},{"id":"2312.06598","title":"Early Action Recognition with Action Prototypes","created":"2023-12-11","cited_by_count":1,"area":null},{"id":"2105.08253","title":"Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach","created":"2021-05-18","cited_by_count":0,"area":null},{"id":"2208.14847","title":"Attentive pooling for Group Activity Recognition","created":"2022-08-31","cited_by_count":0,"area":null},{"id":"2211.05531","title":"SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition","created":"2022-11-10","cited_by_count":0,"area":null},{"id":"2211.07982","title":"Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour Constancy","created":"2022-11-15","cited_by_count":0,"area":null},{"id":"2301.06082","title":"A Survey on Human Action Recognition","created":"2022-12-20","cited_by_count":0,"area":null},{"id":"2301.11880","title":"Optical Flow Estimation in 360$^\\circ$ Videos: Dataset, Model and Application","created":"2023-01-27","cited_by_count":0,"area":null},{"id":"2305.05583","title":"Group Activity Recognition via Dynamic Composition and Interaction","created":"2023-05-09","cited_by_count":0,"area":null},{"id":"2306.13285","title":"Learning Scene Flow With Skeleton Guidance For 3D Action Recognition","created":"2023-06-23","cited_by_count":0,"area":null},{"id":"2401.03828","title":"A multimodal gesture recognition dataset for desktop human-computer interaction","created":"2024-01-08","cited_by_count":0,"area":null},{"id":"2401.16280","title":"Cutup and Detect: Human Fall Detection on Cutup Untrimmed Videos Using a Large Foundational Video Understanding Model","created":"2024-01-29","cited_by_count":0,"area":null},{"id":"2504.14753","title":"Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches","created":"2025-04-20","cited_by_count":0,"area":null},{"id":"2507.21247","title":"Dual Guidance Semi-Supervised Action Detection","created":"2025-07-28","cited_by_count":0,"area":null},{"id":"2603.04580","title":"Why Do Neural Networks Forget: A Study of Collapse in Continual Learning","created":"2026-03-04","cited_by_count":0,"area":null}],"next_cursor":null}