Summary of Deal: Disentangle and Localize Concept-level Explanations For Vlms, by Tang Li et al.
DEAL: Disentangle and Localize Concept-level Explanations for VLMsby Tang Li, Mengmeng Ma, Xi PengFirst submitted…
Summary of Frontiers Of Deep Learning: From Novel Application to Real-world Deployment, by Rui Xie
Frontiers of Deep Learning: From Novel Application to Real-World Deploymentby Rui XieFirst submitted to arxiv…
Summary of Glaudio Listens to the Sound Of the Graph, by Aurelio Sulser et al.
GLAudio Listens to the Sound of the Graphby Aurelio Sulser, Johann Wenckstern, Clara KuempelFirst submitted…
Summary of System-1.x: Learning to Balance Fast and Slow Planning with Language Models, by Swarnadeep Saha et al.
System-1.x: Learning to Balance Fast and Slow Planning with Language Modelsby Swarnadeep Saha, Archiki Prasad,…
Summary of Jumping Ahead: Improving Reconstruction Fidelity with Jumprelu Sparse Autoencoders, by Senthooran Rajamanoharan et al.
Jumping Ahead: Improving Reconstruction Fidelity with JumpReLU Sparse Autoencodersby Senthooran Rajamanoharan, Tom Lieberum, Nicolas Sonnerat,…
Summary of The Extrapolation Power Of Implicit Models, by Juliette Decugis et al.
The Extrapolation Power of Implicit Modelsby Juliette Decugis, Alicia Y. Tsai, Max Emerling, Ashwin Ganesh,…
Summary of Polyformer: Scalable Node-wise Filters Via Polynomial Graph Transformer, by Jiahong Ma et al.
PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformerby Jiahong Ma, Mingguo He, Zhewei WeiFirst submitted…
Summary of Survrelu: Inherently Interpretable Survival Analysis Via Deep Relu Networks, by Xiaotong Sun et al.
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networksby Xiaotong Sun, Peijie Qiu, Shengfan ZhangFirst…
Summary of Data-centric Human Preference Optimization with Rationales, by Hoang Anh Just et al.
Data-Centric Human Preference Optimization with Rationalesby Hoang Anh Just, Ming Jin, Anit Sahu, Huy Phan,…
Summary of Chatqa 2: Bridging the Gap to Proprietary Llms in Long Context and Rag Capabilities, by Peng Xu et al.
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilitiesby Peng…