A Feedback Transformer is a type of sequential transformer that exposes all previous representations to all future representations, meaning the lowest representation of the current timestep is formed from the highest-level abstract representation of the past. This feedback nature allows this architecture to perform recursive computation, building stronger representations iteratively upon previous states. To achieve this, the self-attention mechanism of the standard Transformer is modified so it attends to higher level representations rather than lower ones.
Source: Addressing Some Limitations of Transformers with Feedback MemoryPaper | Code | Results | Date | Stars |
---|
Task | Papers | Share |
---|---|---|
Point Cloud Registration | 1 | 25.00% |
Language Modelling | 1 | 25.00% |
Machine Translation | 1 | 25.00% |
Translation | 1 | 25.00% |