36 citations · 45 across the 4 of their papers we have counts for
4 papers
How to Correctly do Semantic Backpropagation on Language-based Agentic Systems
Wenyi Wang, Hisham A. Alyahya, Dylan R. Ashley +4
Language-based agentic systems have shown great promise in recent years, transitioning from solving small-scale research problems to being deployed in challenging real-world tasks.…
Faster Diffusion via Temporal Attention Decomposition
Haozhe Liu, Wentian Zhang, Jinheng Xie +6
We explore the role of attention mechanism during inference in text-conditional diffusion models. Empirical observations suggest that cross-attention outputs converge to a fixed po…
Hindsight policy gradients
Paulo Rauber, Avinash Ummadisingu, Filipe Mutz +1
A reinforcement learning agent that needs to pursue different goals across episodes requires a goal-conditional policy. In addition to their potential to generalize desirable behav…
Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams
Varun Raj Kompella, Matthew Luciw, Juergen Schmidhuber
Slow Feature Analysis (SFA) extracts features representing the underlying causes of changes within a temporally coherent high-dimensional raw sensory input signal. Our novel increm…