Papers

Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.

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machine learning Oct 01 Semifactual Credit-Augmented Policy Optimization by Junshu Pan, Zhizhang Fu, Shulin Huang, Yiran Ding, Zifan Cheng, Wenqi Shao, Qiaosheng Zhang, Yue Zhang machine learning Oct 01 Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text by Dulhan Jayalath, Oiwi Parker Jones programming languages Oct 01 AssemblyWorld: Rethinking 3D Assembly with General-Purpose Agents by Jiahao Zhang, Yeying Fan, Moitreya Chatterjee, Suhas Lohit, Bernhard Egger, Tim K. Marks, Anoop Cherian, Stephen Gould ai Oct 01 Is Weight Tying Still Beneficial for Decoder-Only LLMs in Private Settings Under DP-SGD? by Razan El Mais, Ali Chehab, Ibrahim Issa, Razane Tajeddine ai Oct 01 Turbo Harness: Instance-Adaptive Harness Optimization by Tunyu Zhang, Hao Wang, Kai Xu, Dimitris N. Metaxas ai Sep 30 Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering by Jaewoo Jung, Hyeonseo Yu, Honggyu An, Jisang Han, Mungyeom Kim, Minkyeong Jeon, Heeseong Shin, Wonjun Moon, Federico Tombari, Daniel Barath, Marc Pollefeys, Seungryong Kim, Sunghwan Hong machine learning Sep 30 Breakdown of Local Denoising as Semantic Speciation by Guangkuo Liu, Mert Okyay, Yifan F. Zhang, Fangjun Hu, Rahul Nandkishore, Xun Gao machine learning Sep 30 LeapQuant: Efficient Linear Attention with Accurate Recurrent State Quantization by Yi Pan, Haocheng Xi, Kan Zhu, Xingyang Li, Yibo Wu, Mayank Mishra, Hongtao Zhang, William X.Zheng, Baris Kasikci, Song Han, Kurt Keutzer, Rishabh Iyer, Ion Stoica machine learning Sep 30 Pretraining Latent Information Feedback Transformers with Teacher Supervision by Dor Tirosh, Ido Amos, Mor Geva ai Sep 30 Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI by Cheng Qian, Kunlun Zhu, Beibin Li, Zhenhailong Wang, Heng Ji