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11/02/2022
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
Recent incremental learning for action recognition usually stores repres...
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09/05/2022
RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection
The task of Human-Object Interaction (HOI) detection targets fine-graine...
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07/04/2022
Open-world Semantic Segmentation for LIDAR Point Clouds
Current methods for LIDAR semantic segmentation are not robust enough fo...
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10/12/2021
TAda! Temporally-Adaptive Convolutions for Video Understanding
Spatial convolutions are widely used in numerous deep video models. It f...
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08/25/2021
NGC: A Unified Framework for Learning with Open-World Noisy Data
The existence of noisy data is prevalent in both the training and testin...
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08/24/2021
Support-Set Based Cross-Supervision for Video Grounding
Current approaches for video grounding propose kinds of complex architec...
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08/24/2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning
The central idea of contrastive learning is to discriminate between diff...
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08/04/2021
Video Similarity and Alignment Learning on Partial Video Copy Detection
Existing video copy detection methods generally measure video similarity...
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06/24/2021
Exploring Stronger Feature for Temporal Action Localization
Temporal action localization aims to localize starting and ending time w...
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06/20/2021
Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling
Weakly-Supervised Temporal Action Localization (WS-TAL) task aims to rec...
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06/20/2021
Proposal Relation Network for Temporal Action Detection
This technical report presents our solution for temporal action detectio...
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06/15/2021
Relation Modeling in Spatio-Temporal Action Localization
This paper presents our solution to the AVA-Kinetics Crossover Challenge...
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06/13/2021
A Stronger Baseline for Ego-Centric Action Detection
This technical report analyzes an egocentric video action detection meth...
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06/09/2021
Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition
With the recent surge in the research of vision transformers, they have ...
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04/16/2021