Summary of Fopru: Focal Pruning For Efficient Large Vision-language Models, by Lei Jiang et al.
FoPru: Focal Pruning for Efficient Large Vision-Language Modelsby Lei Jiang, Weizhe Huang, Tongxuan Liu, Yuting…
Summary of Unveiling Redundancy in Diffusion Transformers (dits): a Systematic Study, by Xibo Sun et al.
Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Studyby Xibo Sun, Jiarui Fang, Aoyu Li,…
Summary of No Free Delivery Service: Epistemic Limits Of Passive Data Collection in Complex Social Systems, by Maximilian Nickel
No Free Delivery Service: Epistemic limits of passive data collection in complex social systemsby Maximilian…
Summary of Kaae: Numerical Reasoning For Knowledge Graphs Via Knowledge-aware Attributes Learning, by Ming Yin et al.
KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learningby Ming Yin, Qiang Zhou, Zongsheng…
Summary of Thinking Before Looking: Improving Multimodal Llm Reasoning Via Mitigating Visual Hallucination, by Haojie Zheng et al.
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucinationby Haojie Zheng, Tianyang Xu,…
Summary of Bi-mamba: Towards Accurate 1-bit State Space Models, by Shengkun Tang and Liqun Ma and Haonan Li and Mingjie Sun and Zhiqiang Shen
Bi-Mamba: Towards Accurate 1-Bit State Space Modelsby Shengkun Tang, Liqun Ma, Haonan Li, Mingjie Sun,…
Summary of Mitigating Knowledge Conflicts in Language Model-driven Question Answering, by Han Cao et al.
Mitigating Knowledge Conflicts in Language Model-Driven Question Answeringby Han Cao, Zhaoyang Zhang, Xiangtian Li, Chufan…
Summary of Enhancing Llm Reasoning with Reward-guided Tree Search, by Jinhao Jiang et al.
Enhancing LLM Reasoning with Reward-guided Tree Searchby Jinhao Jiang, Zhipeng Chen, Yingqian Min, Jie Chen,…
Summary of Sam Decoding: Speculative Decoding Via Suffix Automaton, by Yuxuan Hu et al.
SAM Decoding: Speculative Decoding via Suffix Automatonby Yuxuan Hu, Ke Wang, Xiaokang Zhang, Fanjin Zhang,…
Summary of Amxfp4: Taming Activation Outliers with Asymmetric Microscaling Floating-point For 4-bit Llm Inference, by Janghwan Lee et al.
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inferenceby Janghwan Lee, Jiwoong…