Unverified50% confidenceSolutionExact time
LoopRec's gating mechanism outputs binary decisions, and during training the non-differentiability problem must be addressed using methods such as Gumbel-Softmax, straight-through estimators, or relaxed sampling with temperature annealing.
1
Sources
50%
Confidence
Long-term
Relevance
10/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMistral团队的工作表明，Warmup-Stable-Decay（WSD）调度在持续预训练场景下更为灵活64% similarUnverifiedProgressive unfreezing (first freezing and training for a few rounds to let the classification head converge, then gradually unfreezing the deep layers) is considered in discussions to positively help final accuracy, but it lengthens the training cycle.64% similarUnverifiedOn infilling tasks, Diffusion-LM outperforms continuous-relaxation-based methods such as COLD and DELOREAN on automatic evaluation metrics, and reaches the level of autoregressive models trained from scratch specifically for this purpose without requiring targeted training.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1084137API
curl https://kongchang.com/api/v1/knowledge/claims/1084137MCP
get_claim(id=1084137)