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#adaptive-computation

2 stories this week · 4 this month · 4 in 6 months · mostly AI

Stories per day · 30 days

Relatedlooprec2 recommender-systems2 sequential-recommendation2 aime1 alodlm1 diffusion-language-model1 looped-transformers1 nelbo1 parallel-decoding1 recursion1 tah21 test-time-scaling1

3 stories, newest first · one card per story

Hugging Face daily papers4d ago

LoopRec assigns per-item recursion depth in sequential recommenders

A shared block and per-item exit gate beat matched fixed-depth models; rarer and more recent items get deeper compute.

2 sources sequential-recommendation adaptive-computation

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Hugging Face daily papers23d ago

ALoDLM: Adaptively Looped Diffusion Language Models

ALoDLM allocates diffusion-model computation by token difficulty and beats matching autoregressive baselines.

alodlm diffusion-language-model

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arXiv cs.AI / cs.LG / cs.CL27d ago

Improving Test-Time Scaling with Adaptive Looped Transformers

TaH2 adaptively loops tokens that benefit, steepening the AIME accuracy-compute slope 53 percent versus a non-looped baseline.

looped-transformers test-time-scaling

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