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29 Results
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Poster
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Thu 16:30 |
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability Chenyu Zheng · Wei Huang · Rongzhen Wang · Guoqiang Wu · Jun Zhu · Chongxuan LI |
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Poster
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Wed 11:00 |
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert |
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Workshop
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LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization Rui Xie · Tianchen Zhao · Zhihang Yuan · Rui Wan · Wenxi Gao · Zhenhua Zhu · Xuefei Ning · Yu Wang |
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Workshop
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Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases Cristian Meo · Akihiro Nakano · Mircea Lică · Aniket Didolkar · Masahiro Suzuki · Anirudh Goyal · Mengmi Zhang · Justin Dauwels · Yutaka Matsuo · Yoshua Bengio |
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Workshop
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Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models Arash Mari Oriyad · Rezaei · Mahdieh Soleymani · Mohammad Hossein Rohban |
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Workshop
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TCRGenesis: Generation of SIINFEKL-specific T-cell receptor sequences using autoregressive Transformer Yang An · Felix Drost · Adrian Straub · Annalisa Marsico · Dirk Busch · Benjamin Schubert |
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Workshop
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Seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi · Eilif B. Muller · Shahab Bakhtiari |
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Workshop
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NARAIM: Native Aspect Ratio Autoregressive Image Models Daniel Gallo Fernández · Robert van der Klis · Răzvan-Andrei Matișan · Janusz Partyka · Samuele Papa · Efstratios Gavves · Phillip Lippe |
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Workshop
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Exploration of autoregressive models for in-context learning on tabular data Stefan Baur · Sohyeong Kim |
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Workshop
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Specialized Foundation Models Struggle to Beat Traditional Supervised Learning Baselines Ritvik Gupta · Zongzhe Xu · Wenduo Cheng · Alexander Shen · Junhong Shen · Ameet Talwalkar · Misha Khodak |
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Workshop
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Scaling autoregressive models for lattice thermodynamics Xiaochen Du · Sulin Liu · Rafael Gomez-Bombarelli |
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Workshop
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WyckoffTransformer: Generation of Symmetric Crystals Nikita Kazeev · Ruiming Zhu · Romanov Ignat · Andrey Ustyuzhanin · Shuya Yamazaki · Wei Nong · Kedar Hippalgaonkar |