Robuta

https://www.amazon.science/publications/no-head-left-behind-multi-head-alignment-distillation-for-transformers No head left behind - Multi-head alignment distillation for transformers - Amazon Science Knowledge distillation aims at reducing model size without compromising much performance. Recent work has applied it to large vision-language (VL)... left behindmulti alignmenthead https://deepai.org/publication/opensr-open-modality-speech-recognition-via-maintaining-multi-modality-alignment OpenSR: Open-Modality Speech Recognition via Maintaining Multi-Modality Alignment | DeepAI Jun 10, 2023 - 06/10/23 - Speech Recognition builds a bridge between the multimedia streaming (audio-only, visual-only or audio-visual) and the correspondin... speech recognitionmulti alignmentopenmodalityvia https://openreview.net/forum?id=Ev4iw23gdI EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment | OpenReview Mamba-based architectures have shown to be a promising new direction for deep learning models owing to their competitive performance and sub-quadratic... multi modalhierarchical alignmentemmaempoweringmamba https://www.inderscience.com/info/inarticle.php?artid=49570 Article: IS development/IT operations alignment in system development projects: a multi-method... Inderscience is a global company, a dynamic leading independent journal publisher disseminates the latest research across the broad fields of science,... it operations https://openreview.net/forum?id=NN6QHwgRrQ MAP: Multi-Human-Value Alignment Palette | OpenReview Ensuring that generative AI systems align with human values is essential but challenging, especially when considering multiple human values and their potential... human valuemapmultialignmentpalette https://openreview.net/forum?id=dIVb5C0QFf MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models | OpenReview Recent advancements in large language models (LLMs) focus on aligning to heterogeneous human expectations and values via multi-objective preference alignment.... alignment of language modelstowardsmultiobjectiveopenreview https://openreview.net/forum?id=bp8xXLi2Mp Enhancing Fine-grained Multi-modal Alignment via Adapters: A Parameter-Efficient Training Framework... In the domain of computer vision, Parameter-Efficient Training (PET) is increasingly replacing the traditional paradigm of pre-training followed by full... https://arxiv.org/abs/2506.01802 [2506.01802] UMA: Ultra-detailed Human Avatars via Multi-level Surface Alignment Abstract page for arXiv paper 2506.01802: UMA: Ultra-detailed Human Avatars via Multi-level Surface Alignment https://aclanthology.org/2025.acl-long.1544/ PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference - ACL Anthology Jiaming Ji, Donghai Hong, Borong Zhang, Boyuan Chen, Josef Dai, Boren Zheng, Tianyi Alex Qiu, Jiayi Zhou, Kaile Wang, Boxun Li, Sirui Han, Yike Guo, Yaodong...