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Poster
Thu 9:00 Learning General World Models in a Handful of Reward-Free Deployments
Yingchen Xu · Jack Parker-Holder · Aldo Pacchiano · Philip Ball · Oleh Rybkin · S Roberts · Tim Rocktäschel · Edward Grefenstette
Poster
Tue 14:00 Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
Sungjun Cho · Seonwoo Min · Jinwoo Kim · Moontae Lee · Honglak Lee · Seunghoon Hong
Poster
Tue 9:00 Efficient identification of informative features in simulation-based inference
Jonas Beck · Michael Deistler · Yves Bernaerts · Jakob H Macke · Philipp Berens
Poster
Thu 14:00 Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
Muyang Li · Ji Lin · Chenlin Meng · Stefano Ermon · Song Han · Jun-Yan Zhu
Workshop
The Ineffectiveness of TKGE Models in Encoding Real-World Knowledge Graphs
Chuan Ming Ong · Jiahao Sun · Ovidiu Serban · Yike Guo
Workshop
SEM2: Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model
Zeyu Gao · Yao Mu · Ruoyan Shen · Chen Chen · Yangang Ren · Jianyu Chen · Shengbo Li · Ping Luo · Yanfeng Lu
Poster
Thu 9:00 Towards Efficient Post-training Quantization of Pre-trained Language Models
Haoli Bai · Lu Hou · Lifeng Shang · Xin Jiang · Irwin King · Michael R Lyu
Workshop
Using Informative Data Subsets for Efficient Training of Large Language Models: An Initial Study
H S V N S Kowndinya Renduchintala · Krishnateja Killamsetty · Sumit Bhatia · Milan Aggarwal · Ganesh Ramakrishnan · Rishabh Iyer
Poster
Wed 9:00 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
hanxue liang · Zhiwen Fan · Rishov Sarkar · Ziyu Jiang · Tianlong Chen · Kai Zou · Yu Cheng · Cong Hao · Zhangyang Wang