Summary of Grag: Graph Retrieval-augmented Generation, by Yuntong Hu et al.
GRAG: Graph Retrieval-Augmented Generationby Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang…
Summary of Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning, by Gabriele Dominici et al.
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learningby Gabriele Dominici, Pietro Barbiero, Mateo…
Summary of Planning with Multi-constraints Via Collaborative Language Agents, by Cong Zhang et al.
Planning with Multi-Constraints via Collaborative Language Agentsby Cong Zhang, Derrick Goh Xin Deik, Dexun Li,…
Summary of Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups, by Yuchen Zhu et al.
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groupsby Yuchen Zhu, Tianrong Chen, Lingkai Kong,…
Summary of Rewarded Region Replay (r3) For Policy Learning with Discrete Action Space, by Bangzheng Li et al.
Rewarded Region Replay (R3) for Policy Learning with Discrete Action Spaceby Bangzheng Li, Ningshan Ma,…
Summary of Variational Offline Multi-agent Skill Discovery, by Jiayu Chen et al.
Variational Offline Multi-agent Skill Discoveryby Jiayu Chen, Bhargav Ganguly, Tian Lan, Vaneet AggarwalFirst submitted to…
Summary of Reverse Transition Kernel: a Flexible Framework to Accelerate Diffusion Inference, by Xunpeng Huang et al.
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inferenceby Xunpeng Huang, Difan Zou, Hanze…
Summary of Multi-reference Preference Optimization For Large Language Models, by Hung Le et al.
Multi-Reference Preference Optimization for Large Language Modelsby Hung Le, Quan Tran, Dung Nguyen, Kien Do,…
Summary of Safe and Balanced: a Framework For Constrained Multi-objective Reinforcement Learning, by Shangding Gu et al.
Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learningby Shangding Gu, Bilgehan Sel, Yuhao…
Summary of When Does Compositional Structure Yield Compositional Generalization? a Kernel Theory, by Samuel Lippl et al.
When does compositional structure yield compositional generalization? A kernel theoryby Samuel Lippl, Kim StachenfeldFirst submitted…