ICML 2024 best paper出炉!Google赢麻了 🫱点这里加入18个细分方向交流群(🔥巨推荐)🫲 ICML2024大会于上周日(7.21)在奥地利召开,并且于昨日(7.24)正式公开best paper与test of time奖项,多项工作为AIGC方向的成就,其中半数以上获奖一作来自Google AI。 ...
ensuring the explainability of their predictions remains a challenge. To address this, graph rationalization methods have been introduced to generate concise subsets of the original graph, known as rationales, which serve to explain the predictions made by GNNs. Existing rationalization...
In this paper, we first introduce a federated gradient EM algorithm (FedGrEM) designed for the unsupervised learning of mixture models, which supplements the existing federated EM algorithms by considering task heterogeneity and potential adversarial attacks. We present a comprehensive finite-sample theor...
今年和往年一样,也是一篇获奖论文和两篇亚军(Runners Up),均从ICML 2023的论文集中选出,“在过去10年里持续产生影响力”。 其中,获奖论文的第一作者是Hinton弟子Richard Zemel,第二作者伍昱(Ledell Wu)是北大元培校友,曾在智源和MetaAI工作过,如今是Creatify AI的联合创始人。 整体来看,今年的ICML时间检验奖也“...
ICMLANT2024Schedule Important Dates Submission of Full Paper : October 30, 2024 Notification of Acceptance : November 20, 2024 Submission of Camera Ready Papers:December 9,2024 Late Registration Deadline : December 10, 2024 Conference Dates : December 12-13, 2024 ...
Square-root-free Adaptive Methods; Experiment code for ICML 2024 paper on Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective arxiv.org/abs/2402.03496 Resources Readme Activity Stars 0 stars Watchers 2 watching Forks 0 forks Report repository Releases...
2024/10/18: check out our new workDPLM-2, a multimodal protein foundation model that extends DPLM to simultaneously model, understand, and generate both sequences and structures! Installation #clone projectgit clone --recursive https://url/to/this/repo/dplm.gitcdDPLM#create conda virtual environ...
针对这一问题,他们提出了一种创新的文档处理策略——最佳适配打包 (Best-fit Packing),通过优化文档组合来消除不必要的文本截断,并显著地提升了模型的性能且减少模型幻觉。这一研究已被 ICML 2024 接收。 论文标题: Fewer Truncations Improve Language Modeling ...
首先,第一个策略仍然是基于历史所有数据跑个 dpo 或者 rlhf 的数据,某种意义上是基于数据我们能做的 best-guess; 关键在于第二个策略的选择,它需要去最大化它与策略 1 的 feature difference 对应的不确定性。换句话说,如果基于历史,我对这个方向仍然数据很少,没有太多信息,我就应当往这个方向多采一些数据来鼓...
(2024 ICML)时间序列领域的基础模型:Moment、Timer、Moirai 的泼墨佛给克呢 github.com/ddz16/TSFpaper 最近,2024 ICML接收了三篇做时间序列基础模型的论文,分别是: 来自CMU的Moment模型: 来自清华大学的Timer模型: 来自Salesforce AI Research的Moirai模型: 它们… ...