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Poster
Thu 2:30 Batch and match: black-box variational inference with a score-based divergence
Diana Cai · Chirag Modi · Loucas Pillaud-Vivien · Charles Margossian · Robert Gower · David Blei · Lawrence Saul
Poster
Wed 4:30 Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Tri Dao · Albert Gu
Poster
Wed 4:30 Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
Vicente Balmaseda · Ying Xu · Yixin Cao · Nate Veldt
Poster
Thu 4:30 MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
Jianan Zhou · Zhiguang Cao · Yaoxin Wu · Wen Song · Yining Ma · Jie Zhang · Xu Chi
Thu 8:30 Graph Learning Social
Poster
Wed 2:30 Hybrid2 Neural ODE Causal Modeling and an Application to Glycemic Response
Junyi Zou · Matthew Levine · Dessi Zaharieva · Ramesh Johari · Emily Fox
Poster
Tue 2:30 Stereographic Spherical Sliced Wasserstein Distances
Huy Tran · Yikun Bai · Abihith Kothapalli · Ashkan Shahbazi · XINRAN LIU · Rocio Diaz Martin · Soheil Kolouri
Poster
Wed 2:30 How Learning by Reconstruction Produces Uninformative Features For Perception
Randall Balestriero · Yann LeCun
Poster
Tue 2:30 Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing
Youwei Shu · Xi Xiao · Derui Wang · Yuxin Cao · Siji Chen · Minhui Xue · Linyi Li · Bo Li
Poster
Thu 2:30 Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations
Yongshuo Zong · Tingyang Yu · Ruchika Chavhan · Bingchen Zhao · Timothy Hospedales
Oral
Thu 7:30 Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
Haotong Qin · Xudong Ma · Xingyu Zheng · Xiaoyang Li · Yang Zhang · Shouda Liu · Jie Luo · Xianglong Liu · Michele Magno
Oral
Thu 8:00 GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Jiawei Zhao · Zhenyu Zhang · Beidi Chen · Zhangyang “Atlas” Wang · Anima Anandkumar · Yuandong Tian