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Found 6 papers, 3 papers with code
NIERT: Accurate Numerical Interpolation through Unifying Scattered Data Representations using Transformer Encoder
Interpolation for scattered data is a classical problem in numerical analysis, with a long history of theoretical and practical contributions.
CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval
We introduce dynamic dictionaries for both modalities to enlarge the scale of image-text pairs, and diversity-sensitiveness is achieved by adaptive negative pair weighting.
NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition
On the video level, a temporal attention module is learned under dual video-level supervisions on both the salient and the non-salient representations.
Ranked #4 on
Action Recognition
on ActivityNet
Temporal Saliency Query Network for Efficient Video Recognition
For each category, the common pattern of it is employed as a query and the most salient frames are responded to it.
Ranked #5 on
Action Recognition
on ActivityNet
Temporal Action Proposal Generation with Background Constraint
To evaluate the confidence of proposals, the existing works typically predict action score of proposals that are supervised by the temporal Intersection-over-Union (tIoU) between proposal and the ground-truth.
Progressive Domain Expansion Network for Single Domain Generalization
A series of strategies are introduced to guarantee the safety and effectiveness of the expanded domains.
