Encoders are a vital component in many applications that require motion control and feedback information. Whether a system’s requirement is speed, direction, or distance, an encoder produces control ...
Abstract: Traffic flow prediction is critical for Intelligent Transportation Systems to alleviate congestion and optimize traffic management. The existing basic Encoder-Decoder Transformer model for ...
Abstract: Graph representation learning is a fundamental research theme and can be generalized to benefit multiple downstream tasks from the node and link levels to the higher graph level. In practice ...
Video understanding models face a fundamental trade-off: incorporating more frames enables richer temporal reasoning but increases computational cost quadratically. Conventional approaches mitigate ...
The Friends of Asian Arts and Cultures (FAAC) group is part of the Haenicke Institute for Global Education's Asian Initiatives. Members promote and provide art and cultural opportunities, activities ...
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