Kinetics-400
PulseAugur coverage of Kinetics-400 — every cluster mentioning Kinetics-400 across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
-
Iwin Transformer tackles ViT complexity with interleaved windows and convolution
Researchers have introduced the Iwin Transformer, a novel hierarchical vision transformer designed to overcome limitations in existing Vision Transformers (ViTs). This new architecture combines interleaved window attent…
-
New Transformer Model Achieves Efficient Edge Action Recognition
Researchers have developed CoDAT, a Collaborative Dual-Attention Transformer designed for efficient action recognition on edge devices. This model utilizes a lightweight dual-branch attention mechanism, combining Spatia…
-
New KD method enhances action recognition model compression
Researchers have developed a novel Channel-wise Dynamic Knowledge Distillation (KD) approach called ASCD KD to improve the compression of large action recognition models. This method addresses limitations in existing KD…
-
New video transformer mimics primate vision and brain activity
Researchers have developed a novel video transformer architecture inspired by primate vision and neural data. This model incorporates a sparse token selection module to enhance efficiency and mimic biological visual pro…
-
New EchoRisk dataset targets early detection of therapy-induced cardiotoxicity
Researchers have introduced EchoRisk, a new dataset and benchmark designed for early detection of cardiotoxicity in cancer patients undergoing therapy. This dataset, derived from the CARDIOCARE study, includes longitudi…
-
CEZSAR method advances zero-shot action recognition using contrastive learning
Researchers have introduced CEZSAR, a new method for zero-shot action recognition that utilizes contrastive learning to bridge the semantic gap between textual descriptions and visual representations. The approach encod…