45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026Texas TechPhysics-informed ML & PDEsStop Quantum Machine Learning; do AI-for-Quantum insteadziqing Guo, Ziwen PanAtlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026Texas TechU Texas at El PasoRepresentation & contrastive learningA Deep Learning Framework for Scalar-on-Function ModelsRuiqi Liu, Suneel Babu ChatlaAtlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026U TorontoU Massachusetts BostonIIT MadrasSan Jose StateU AlbertaDeep RLReinforcement Learning Agents Are SwimmersJuan Rojas, Jacob Adamczyk, Abhishek Naik, Volodymyr Makarenko and 5 moreSydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
86%Must read?Must readVote to see the scoreNeurIPS 2026OralTexas TechExplorationEmergence of Physical Intelligence via Controllable Information ProductionControllable Information Production grounds intrinsic motivation in dynamics and control, unifying them to measure controllable information production and outperforming prior methods on robot tasks.Tristan Shah, Stas TiomkinSydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet14/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 14 of 20 reviewers recommend itlenient 4/5medium 9/10strict 1/5
80%Must read?Must readVote to see the scoreNeurIPS 2026Umass AmherstU Massachusetts at AmherstTexas TechU ConnecticutU Massachusetts, AmherstRL for LLMsRICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning AgentsRICE-PO turns retrieval interactions into localized credit signals to train reasoning agents, outperforming RL baselines on BRIGHT and BEIR.mingchen li, Hansi Zeng, Zhuo Qian, Jiatan Huang and 3 moreAtlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026– ReadersNo votes yet12/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 12 of 20 reviewers recommend itlenient 4/5medium 8/10strict 0/5