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Simple linear attention language models balance the recall-throughput tradeoff (ICML 2024 Spotlight)
ICML 2024 Tutorial: Physics of Language Models![[ICML 2024] Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling](https://i.ytimg.com/vi/k19p8dalQdk/hq720.jpg?sqp=-oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLCgTWHppiSolByc1_eOZIOlu-z5Yg)
[ICML 2024] Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling![[ICML 2024] Statistical Test for Attention Maps in Vision Transformers](https://i.ytimg.com/vi/y5aQPvNVP34/hqdefault.jpg?sqp=-oaymwEjCOADEI4CSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLAkObHI3TzSnK0psVrW2xz8-s4Sdg)
[ICML 2024] Statistical Test for Attention Maps in Vision Transformers![SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models [ICML 2024]](https://i.ytimg.com/vi/KwYU49ZrjRM/hq720.jpg?sqp=-oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLCj2mTBFkTRafSWcKgjS1SeqWoQzw)
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models [ICML 2024]
On the Calibration of Human Pose Estimation. ICML 2024.
ICML 2024 Behavioral Bias of Vision-Language Models: A Behavioral Finance View
ICML 2024 Tutorial"Machine Learning on Function spaces #NeuralOperators"