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09/16/2023
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval
Large-scale noisy web image-text datasets have been proven to be efficie...
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03/23/2023
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data
Most approaches for self-supervised learning (SSL) are optimised on cura...
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03/09/2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering
Temporal action segmentation in untrimmed videos has gained increased at...
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01/05/2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints
Contrastive learning has become a prominent ingredient in learning repre...
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09/23/2022
Leveraging Self-Supervised Training for Unintentional Action Recognition
Unintentional actions are rare occurrences that are difficult to define ...
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03/30/2022
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video
Although action recognition has achieved impressive results over recent ...
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12/10/2021
Revisiting Consistency Regularization for Semi-Supervised Learning
Consistency regularization is one of the most widely-used techniques for...
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08/18/2021
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting
Both generalized and incremental few-shot learning have to deal with thr...
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03/29/2020
Learning Interactions and Relationships between Movie Characters
Interactions between people are often governed by their relationships. O...
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09/05/2019
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking
Soccer ball detection is identified as one of the critical challenges in...
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09/05/2019
Utilizing Temporal Information in DeepConvolutional Network for Efficient Soccer BallDetection and Tracking
Soccer ball detection is identified as one of the critical challenges in...
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04/08/2019
